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Journal articles on the topic 'SmartFrog'
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1
Goldsack, Patrick, Julio Guijarro, Steve Loughran, et al. "The SmartFrog configuration management framework." ACM SIGOPS Operating Systems Review 43, no. 1 (2009): 16–25. http://dx.doi.org/10.1145/1496909.1496915.
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Anderson, Paul, and Herry Herry. "A Formal Semantics for the SmartFrog Configuration Language." Journal of Network and Systems Management 24, no. 2 (2015): 309–45. http://dx.doi.org/10.1007/s10922-015-9351-y.
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S.Venkataramana*, Dr. P.V.G.D.Prasad Reddy Dr S.KrishnaRao. "A NOVEL TECHNIQUE FOR SCALABLE, EFFICIENT DEPLOYMENT OF SOFTWARE IN CLOUD COMPUTING ENVIRONMENTS." INTERNATIONAL JOURNAL OF ENGINEERING SCIENCES & RESEARCH TECHNOLOGY 56 5, no. 6 (2016): 486–92. https://doi.org/10.5281/zenodo.55615.
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In modern computing environments (Clouds, Data Centers, multi-tiered applications, etc.) deployment of software encounters the obstacle of handling heterogeneity. Real-world solutions are built by combining various technologies, programming languages, platforms, Operating Systems, and applications. The deployment mechanism not only has to adapt to a changing environment but it has to also respond gracefully to unanticipated demand surges by scaling-out and scaling-in to meet performance requirements. For these reasons, deployment of software in heterogeneous environment is a challenging task. Efficient resource provisioning plays a key role in ensuring that global service providers (like Google) adequately accomplish their performance obligations to customers while maximizing the utilization of the underlying environment. In this paper, we propose a novel deployment mechanism which can efficiently provision, de-provision and maintain services in heterogeneous environments. Our approach creates software packages by embedding parameter values within binaries in a way which is compatible with most target environments allowing for seamless provisioning, tracking, maintenance and de-provisioning of services in a robust manner without requiring specialized agents deployed in target environments. We have validated our mechanism by constructing prototypes and the results demonstrated that it is possible to scale-out and scale-in rapidly in response to the demand fluctuations by automating deployment mechanism in a heterogeneous environment.
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Németh, Felicián, Ádám Stipkovits, Balázs Sonkoly, and András Gulyás. "Towards SmartFlow." ACM SIGCOMM Computer Communication Review 42, no. 4 (2012): 85–86. http://dx.doi.org/10.1145/2377677.2377693.
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Yuniati, Yoanita, Dhiya Kamilah, and Abu Bakar. "ANALISIS BRAND EQUITY KARTU PERDANA SMARTFREN." Inaque : Journal of Industrial and Quality Engineering 8, no. 2 (2020): 21–30. https://doi.org/10.34010/iqe.v8i2.3315.
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In the importance of Internet network in today's society, the number of users of Smartfren simcard still lower than the competitor. The results of the Top Brand Award survey showed that in 2019, Smartfren reached the 4th order with an index of 6%. This can indicate that Smartfren does not have a strong brand, so it is necessary to increase brand equity. The research was aimed to produce the proposed improvement of Smartfren brand equity. The research was conducted by spreading the questionnaire against 137 respondents in Bandung. The percentage of Smartfren brand awareness is 6% for top of mind level, 55% for brand recall level, 29% for brand recognition, and 11% unaware of brand. The perceived quality shows that the average value of Smartfren satisfaction of 2.92 (scale 4) means the satisfaction of Smartfren has not been better than competitors. Smartfren has 6 positive associations and 7 associations are eliminated. Smartfren brand loyalty users are at the price level buyer. The proposed for Smartfren is increasing the strengthening of brand associations, adding discounts, participating in activities to sponsor activities, improve network quality and Internet speed related to the wide range or coverage of Smartfren services, and the simcard size
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Lestari, Triane Wahyu. "Organizational Citizenship Behavior (OCB) Variable on Employees Of PT. Smartfren Jember." International Journal of Social Science and Business 2, no. 4 (2018): 231. http://dx.doi.org/10.23887/ijssb.v2i4.16335.
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This study aims to examine and analyze empirically the influence of job satisfaction, organizational culture, motivation and organizational commitment to OCB on employees of PT. Smartfren Jember. This research was conducted on employees of PT. Smartfren Jember. The research population was employees of PT. Smartfren Jember numbered 120 people. The sampling technique used in this study is proportional sampling. The numbers of samples of this study were 50 people scattered in all parts of PT. Smartfren Jember. Data analysis method uses multiple linear regression. The results showed that 1) Job satisfaction had a positive effect through OCB on employees of PT. Smartfren Jember; 2) Organizational Culture has a positive effect through OCB on employees of PT. Smartfren Jember; 3) Motivation has a positive effect through OCB on employees of PT. Smartfren Jember; 4) Organizational commitment has a positive effect through OCB on employees of PT. Smartfren Jember; 5) Job satisfaction, organizational culture, motivation, organizational commitment simultaneously have a positive effect through OCB on employees of PT. Smartfren Jember
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Irham, Irham, Azwar Wijaya Syam, and Yoga Andriyan. "Analisis Kemampuan Kerja Terhadap Kinerja Karyawan Pada PT. Smartfren Telecom Makassar." JURNAL PEMERINTAHAN, POLITIK ANGGARAN DAN ADIMINSTRASI PUBLIK 3, no. 1 (2023): 52–63. http://dx.doi.org/10.36232/jppadap.v3i1.4769.
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Tujuan dari penelitian ini adalah untuk mengukur kepuasan kerja karyawan PT Smartfren Telecom Makassar dan menunjukkan bahwa ada korelasi antara kepuasan kerja PT Smartfren Telecom Makassar dan kinerja karyawan. Jenis penelitian yang digunakan adalah deskriptif-kuantitatif, dengan mendeskripsikan pengamatan dan menganalisis data yang diperoleh di lapangan. PT Smartfren Telecom Makassar menggunakan rumus korelasi product moment untuk pengumpulan data untuk melihat korelasi antara kepuasan kerja dengan kinerja karyawan. Setelah menganalisis kemudian disimpulkan bahwa kinerja karyawan PT Smartfren Telecom Makassar berada pada kategori tinggi yaitu 82%. Artinya, Kinerja karyawan PT Smartfren Telecom Makassar seperti yang diharapkan, tetapi mereka masih perlu meningkatkan diri untuk menjadi lebih baik. Dengan menghitung rhitung = 0,317 > rtabel 0,176 pada tingkat kepercayaan 95%, PT Smartfren Telecom Makassar menunjukkan adanya hubungan yang signifikan antara kepuasan kerja dengan kinerja karyawan. Mengenai pentingnya korelasi, ada hubungan yang signifikan antara kepuasan kerja dan kinerja karyawan. Artinya, t hitung 3,67 > t tabel 2,617 pada tingkat kepercayaan 95%. Oleh karena itu, hipotesis yang diuji diterima.
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Giżycki, Marcin. "Smartfon – tryumf Eisensteina." Kwartalnik Filmowy, no. 112 (December 31, 2020): 232–40. http://dx.doi.org/10.36744/kf.471.
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Smartfony stały się tak powszechne, że niemal wszystko jest nimi rejestrowane. Nawet tak nieoczekiwane wydarzenie, jak eksplozja w Bejrucie, która obróciła w gruzy prawie połowę miasta, została uchwycona przez kilkoro posiadaczy telefonów komórkowych. Większość z tych rejestracji ma jedną cechę wspólną: są zapisane w pionie. Było to już wielokrotnie ośmieszane przez filmowców i satyryków, ale popularność wertykalnych filmów się nie zmniejszyła. Znajdują one nawet coraz więcej obrońców, także w kręgach akademickich. W niniejszym artykule autor podsumowuje te głosy i przypomina, że poziomy kadr nie zawsze był regułą w czasach przed Edisonem oraz w świecie wideo-artu i kina rozszerzonego, a także że jednym z prekursorów pionowego ekranu był Siergiej Eisenstein.
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Hartini, Dwi, Rico Rico, and Ade Oktarino. "ANALISIS DAN PERANCANGAN SISTEM PENDUKUNG KEPUTUSAN PENENTUAN LOKASI PENAMBAHAN BTS (BASE TRANSCEIVER STATION) SMARTFREN AREA KOTA JAMBI MENGGUNAKAN METODE SAW (SIMPLE ADDITIVE WEIGHTING) (Studi Kasus :Kantor Smartfren Jambi)." JOURNAL V-TECH (VISION TECHNOLOGY) 2, no. 1 (2019): 81–98. http://dx.doi.org/10.35141/jvt.v2i1.480.
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Perkembangan teknologi saat ini semakin meningkat, salah satunya adalah teknologi telekomunikasi. Hampir semua orang memiliki suatu perangkat jaringan telekomunikasi. Hal ini mendorong teknologi telekomunikasi untuk semakin berkembang pesat dalam memberikan kemudahan pada manusia untuk berkomunikasi dimanapun berada. Smartfren adalah operator selular provider 4G LTE Advanced untuk internet, handphone dan smartphone Android-IOS yang lebih cepat terjangkau dan dapat diandalkan. Smartfren berusaha untuk mempertahankan pasar agar tidak kalah bersaing dengan media telekomunikasi lainnya, salah satunya yaitu dengan memperbanyak BTS didaerah yang belum mendapatkan sinyal Smartfren. Area yang menjadi targetnya mulai dari kota besar hingga daerah yang mulai berkembang. Jambi termasuk daerah yang menjadi target penambahan BTS Smartfren. Kurangnya jumlah BTS mengakibatkan lemahnya jaringan Smartfren yang ada di Jambi. Dari latar belakang tersebut, sistem pendukung keputusan dengan menggunakan metode Simple Additive Weighting (SAW) cocok untuk dikembangkan dalam sistem ini. Sistem ini akan mempermudah dalam menentukan lokasi penambahan BTS yang tepat dan akan mempercepat perhitungan nilai untuk menentukan lokasi mana yang lebih berpotensi agar semua wilayah dapat terjangkau sinyalnya.
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Bintang Sarrang, Jhody, Ahmad Zuhdi, and Anung B Ariwibowo. "Sentiment Analysis from Twitter Regarding E-SIM Services by Smartfren Using the Naïve Bayes Classifier Method." Intelmatics 4, no. 1 (2024): 38–41. http://dx.doi.org/10.25105/itm.v4i1.17620.
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Smartfren is a provider of internet, mobile phone, and Android-IOS smartphones that offers faster and more affordable services in Indonesia. E-SIM is a digital SIM that enables the activation of cellular packages from network operators without the need for a physical nano-SIM. Smartfren provides E-SIM services, making it the first provider to offer this service. Consequently, numerous tweets discussing this provider have emerged, resulting in a substantial amount of Twitter data related to Smartfren. This data can be leveraged for sentiment analysis. However, the tweets often contain ambiguous or unrevealing information, making them challenging to be properly classified, especially when using the Naïve Bayes Classifier as the classification method, as observed in previous studies. Nevertheless, employing appropriate methods can generate highly valuable insights for relevant stakeholders. This research aims to analyze public opinion regarding the services provided by Smartfren, using the Naïve Bayes Classifier method. The study is intended to provide comprehensive analytical results for the related provider, allowing for a thorough understanding of the sentiment analysis.
 Keywords : Sentiment Analysis, Smartfren, Naïve Bayes
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Widyasmoro, Widyasmoro. "LTE Advanced Network Performance Analysis for Smartfren and Telkomsel in the City of Yogyakarta." Journal of Electrical Technology UMY 7, no. 2 (2024): 89–95. http://dx.doi.org/10.18196/jet.v7i2.18762.
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This study investigates comprehensive assessment of LTE-Advanced network performance in urban environment of Sudirman Road and Malioboro Road, Yogyakarta, Indonesia. This study aims to measure and assess the performance or quality of the LTE-Advanced network based on the Quality of Service (QoS) and Signal Strength parameters using the drive test measurements data collection method. This study analyses signal strength parameters (RSRP and RSRQ) and quality of service metrics (delay and jitter) across two prominent operators, Smartfren and Telkomsel. Our investigation unveils robust signal strength from both operators at Sudirman Road, with Smartfren demonstrating notable superiority in RSRQ. Similarly, at the Malioboro Road, both operators exhibit commendable RSRP, with Smartfren maintaining a marginal advantage. In terms of quality of service, our findings affirm that both Smartfren and Telkomsel consistently deliver low latency and maintain satisfactory jitter levels, ensuring uninterrupted connectivity experiences for users. While Telkomsel typically leads in delay performance, Smartfren showcases superior jitter performance at specific points at Sudirman Road. Conversely, at Malioboro Road, Telkomsel outperforms Smartfren in both delay and jitter metrics. These insights offer invaluable guidance for network optimization strategies, empowering operators to enhance service quality and enrich connectivity for the users in Yogyakarta. Furthermore, our study contributes to the broader understanding of LTE-Advanced network performance, emphasizing the significance of signal strength and quality of service parameters in ensuring optimal user experiences in urban environments.
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Syam, Aswar Wijaya, and Sudirman Sudirman. "The Analysis of Work Ability On Employee Performance at PT. Smartfren Telecom Makassar." REMB : Research Economics Management and Business 2, no. 1 (2024): 1–10. https://doi.org/10.36232/remb.v2i1.1696.
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This study aims to determine the job satisfaction of employees of PT Smartfren Telecom Makassar and aims to prove that there is a relationship between job satisfaction and employee performance of PT Smartfren Telecom Makassar.The type of research used is descriptive quantitative, in which the writer describes the results of observations and analyzes the data obtained in the field. To see the relationship between job satisfaction and employee performance at PT Smartfren Telecom Makassar, this research data was collected using the product moment correlation formula. After analyzing and discussing the problem, the authors conclude that employee performance at PT Smartfren Telecom Makassar is in the high category, namely 82%. This means that the employee's performance is in line with expectations, but there needs to be an increase to make it even better. Employee performance at PT Smartfren Telecom Makassar is in the high category, namely 82%. This means that the employee's performance is in line with expectations, but there needs to be an increase to make it even better. There is a significant relationship between job satisfaction and employee performance at PT Smartfren Telecom Makassar by calculating rcount = 0.317 > rtable 0.176 at the 95% confidence level. At the significance of the correlation there is a significant relationship between job satisfaction and employee performance, namely t count 3.67 > t table 2.617 at the 95% confidence level. Thus the hypothesis tested can be accepted
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Nur Novi Trianti Sakinah and PUJI MUNIARTY PUJI. "Analisis Prediksi Kebangkrutan Dengan Menggunakan Metode Altman Z-Score, Zmijewski, Springate Dan Grover Pada PT. Smartfren Telecom Tbk." E-Bisnis : Jurnal Ilmiah Ekonomi dan Bisnis 14, no. 2 (2021): 45–52. http://dx.doi.org/10.51903/e-bisnis.v14i2.407.
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Kebangkrutan merupakan kondisi perusahaan yang menunjukkan ketidakmampuan perusahaan untuk beroperasi dengan baik dikarenakan kesulitan keuangan yang dialami sangat parah. Adapun tujuan dari penelitian ini adalah untuk mengetahui dan mengukur kondisi kesehatan keuangan PT. Smartfren Telecom Tbk dengan menggunakan metode Altman Z-Score, Zmijewski, Springate dan Grover. Jumlah populasi adalah 13 tahun dengan periode 2007-2019 dan sampel adalah 10 tahun dengan periode 2010-2019. Jenis penelitian ini adalah penelitian deskriptif dengan menggunakan metode kebangkrutan dan uji one sample t-test. Hasil dari penelitian adalah metode Altman Z-Score, Springate dan Grover memprediksi PT. Smartfren Telecom Tbk tidak berpotensi mengalami kebangkrutan sedangkan metode Zmijewski memprediksi PT. Smartfren Telecom Tbk berpotensi mengalami kebangkrutan. Berdasarkan hasil perhitungan uji one sample t-test dan besarnya nilai standar deviasi diperoleh metode Zmijewski merupakan metode yang relevan dan akurat untuk memprediksi kebangkrutan pada PT. Smartfren Telecom Tbk.
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Tilova, Nurdinni. "Meninjau Kinerja Karyawan PT Smartfren Telecom Tbk Melalui Disiplin Kerja Dan Lingkungan Kerja." KREATIF : Jurnal Ilmiah Prodi Manajemen Universitas Pamulang 9, no. 2 (2021): 1. http://dx.doi.org/10.32493/jk.v9i2.y2021.p1-17.
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Penelitian ini bertujuan untuk mengetahui pengaruh disiplin kerja dan lingkungan kerja terhadap kinerja karyawan pada PT Smartfren Telecom Tbk. Metode yang digunakan dalam penelitian ini adalah metode deskriptif kuantitatif dan penyebaran kuesioner yang berisi 10 pertanyaan terkait variabel disiplin kerja (X1), 9 pertanyaan terkait variabel lingkungan kerja (X2), dan 10 pertanyaan terkait variabel kinerja karyawan (Y) kepada 100 responden yang merupakan karyawan pada PT Smartfren Telecom Tbk. Pengolahan data menggunakan analisis SEM dengan SmartPLS. Hasil dari penelitian ini menyatakan bahwa variabel Disiplin Kerja berpengaruh positif terhadap variabel Kinerja karyawan pada PT Smartfren Telecom Tbk, Begitupun variabel Lingkungan kerja berpengaruh Positif dan signifikan terhadap Kinerja karyawan pada PT Smartfren Telecom Tbk. Berdasarkan nilai RSquare untuk variabel Kinerja Karyawan adalah 0,822. Perolehan nilai tersebut menjelaskan bahwa presentase besarnya Kinerja Karyawan dapat dijelaskan oleh Disiplin kerja dan Lingkungan Kerja sebesar 82%.
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Dwiningrum, Nurfianita, Luis Marnisah, and Susi Handayani. "The Influence of Product Brand Image on Purchasing Decision on Smartfren Internet Modem: Case Study at Indo Global Mandiri University, Palembang." International Journal of Business, Management & Economics Research 1, no. 1 (2020): 27–33. http://dx.doi.org/10.47747/ijbmer.v1i1.48.
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This study aims to examine the effect of brand image on purchasing decisions for Smartfren internet modems. Data were collected through questionnaires on 95 students of the Indo Global Mandiri University class of 2018. The statistical analysis method used simple linear regression. The result of the investigation evidences that brand image has a positive and significant effect on purchasing decisions for Smartfren internet modems. Based on the result, Smartfren should increase the brand image of their internet modems to increase sales. This research was only conducted on students of the Indo Global Mandiri University. Research results may be inapplicable in other research samples.
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Damayanti, Amalia Rizky, Susanti Usman, and Ratih Juwita. "Analisis Kinerja Keuangan Perusahaan Pt Smartfren Telecom, Tbk Menggunakan Metode Du Pont." Co-Value : Jurnal Ekonomi, Koperasi, dan kewirausahaan 12, no. 2 (2021): 83–90. http://dx.doi.org/10.36418/covalue.v12i2.1227.
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Latar belakang: PT Smartfren Telecom, Tbk adalah operator penyedia jasa telekomunikasi berbasis teknologi CDMA yang memiliki lisensi selular dan mobilitas terbatas (Fixed Wireless Access), serta memiliki cakupan jaringan CDMA EV-DO (jaringan mobile broadband yang setara dengan 3G) yang terluas di Indonesia.
 Tujuan penelitian: untuk menganalisis kinerja keuangan yang diukur dengan metode Du Pont pada PT Smartfren Telecom, Tbk periode 2018-2020.
 Metode penelitian: Metode Penelitian menggunakan metode Du Pont dengan variabel Net Profit Margin (NPM), Total Assets Turnover (TATO), Return On Investment (ROI), Equity Multiplier (EM), Return On Equity (ROE). Dalam penulisan ilmiah ini penulis menggunakan data sekunder, data yang diperoleh dari situs perusahaan Smartfren Telecom, Tbk yang bisa diakses pada https://www.smartfren.com dan situs Indonesia Stock Exchange (Bursa Efek Indonesia) yang bisa diakses pada https://www.idx.co.id. Data yang digunakan berupa laporan keuangan PT Smartfren Telecom, Tbk periode tahun 2018-2020.
 Hasil penelitian: Net Profit Margin merupakan presentase dari rasio profitabilitas yang berfungsi untuk mengukur berapa besar laba bersih setelah pajak terhadap penjualan yang diperoleh perusahaan. NPM pada tahun 2018-2019 mengalami kenaikan sebesar 33,4%, Hal ini terjadi karena adanya peningkatan pada penjualan dan laba bersih
 Kesimpulan: bahwa dengan menggunakan metode Du Pont yang menggabungkan NPM, TATO, ROI, EM dan ROE, PT Smartfren Telecom, Tbk berada pada kinerja yang tidak baik
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Ihwan Satria Lesmana. "ANALISIS PREDIKSI FINANCIAL DISTRESS DENGAN MODEL ALTMAN Z - SCORE PADA PT. SMARTFREN TELECOM TBK PERIODE 2017-2023." JURNAL EKONOMI BISNIS DAN MANAJEMEN 2, no. 4 (2024): 68–82. http://dx.doi.org/10.59024/jise.v2i4.930.
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Smartfren Telecom Tbk. is one of the telecommunications companies in Indonesia. The company has experienced losses in the last seven periods, from 2017 to 2023. It is feared that this condition will result in a high risk of a company experiencing financial distress or even bankruptcy. This research aims to find out, describe and explain the results of applying the analysis of the financial distress prediction model, namely the Altman Z”-Score model which is used to assess and predict potential bankruptcy with research objects at PT. Smartfren Telecom Tbk for the 2017-2023 period. The method used in this research is a descriptive method using a qualitative approach, and the operational variables used are independent variables, namely a bankruptcy prediction model with the dependent variable being financial ratios. The data used is secondary data in the form of PT's annual financial report. Smartfren Telecom Tbk for the 2017-2023 period. Results of financial distress analysis using the Altman Z”-Score model at PT. Smartfren Telecom Tbk for the 2017-2023 period, shows that the company is in a state of distress because the average Z"-Score value is -2.9 or Z < 1.1. This research shows that analysis of bankruptcy or financial distress using the Altman Z"-Score model at PT. Smartfren Telecom Tbk for the 2017-2023 period concluded that the company was in a state of distress.
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Sameer I, Mohamed. "Adaptive Traffic Control and Emergency Response System." INTERNATIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ENGINEERING AND MANAGEMENT 09, no. 05 (2025): 1–9. https://doi.org/10.55041/ijsrem48211.
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Abstract - Traffic congestion is a critical challenge in urban areas, leading to increased travel time, fuel consumption, environmental pollution, and economic losses. Traditional traffic control systems rely on fixed signal timings that fail to adapt to real-time traffic conditions, resulting in inefficiencies. To address this issue, we introduce SmartFlow, an advanced adaptive traffic management system powered by YOLOv8, a state-of-the-art real-time object detection model. SmartFlow leverages a hybrid deep learning framework that integrates active learning and network adaptation to optimize traffic signal control dynamically.The SmartFlow system utilizes existing CCTV infrastructure to monitor vehicular density at intersections, eliminating the need for costly physical sensors. By analyzing real-time traffic patterns, it adjusts signal durations dynamically, ensuring smoother traffic flow and reduced congestion. A key feature of SmartFlow is its emergency vehicle prioritization mechanism, which detects ambulances and fire trucks, allowing them to navigate through intersections with minimal delay, thereby improving emergency response times.To enhance accuracy and efficiency, SmartFlow incorporates attention-based optimization and reinforcement learning strategies. The attention module enables the system to focus on critical traffic parameters, minimizing inefficiencies in signal adjustments. Key Words: Traffic congestion, Adaptive traffic control, YOLOv8, Real-time object detection, Active learning, Network adaptation, Smart traffic management, Emergency vehicle prioritization, CCTV-based traffic monitoring, Intelligent transportation systems
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Shoalihin, Shoalihin, Yeye Suhaety, and Atun Lestari. "Analysis of Public Interest in Smartfren SIM Cards using the K-Nearest Neighbors Method." International Journal of Science, Technology & Management 5, no. 5 (2024): 1207–12. http://dx.doi.org/10.46729/ijstm.v5i5.1184.
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The use of Smartfren SIM cards is increasing along with the public's need for fast and stable internet services. However, a deep understanding of public interest in the SIM card is necessary to optimize marketing strategies and increase sales. Proper analysis can help companies identify potential target markets and develop effective marketing strategies. We chose the K-Nearest Neighbors method to analyze public interest in using Smartfren SIM cards. This study aims to develop and evaluate the K-Nearest Neighbors model in predicting public interest in using Smartfren SIM cards. This study uses a dataset containing information about Smartfren SIM card users. We divide the data into two sets: a training set for model building and a test set for evaluating model performance. We apply the K-Nearest Neighbors method to classify the data into two categories: interested and not interested. We evaluate the model performance using accuracy, precision, recall, and F1-score metrics. We present the evaluation results as a confusion matrix. The developed K-Nearest Neighbors model showed excellent performance with an accuracy of 94.29%, a precision of 94.20%, a recall of 100%, and an F1-score of 97.01%. These results indicate that the K-Nearest Neighbors model is effective in predicting people's interest in Smartfren SIM cards. The high recall value indicates that the model is able to identify all interested individuals without missing any, while the high precision value indicates that the model rarely makes false positive prediction errors. This study concludes that the K-Nearest Neighbors method is very effective for use in analyzing people's interest in using Smartfren SIM cards. We can rely on the developed model's strong performance for real-world applications in marketing strategies.
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Tawanta Natalia Sembiring, Sri, Volvo Sihombing, and Deci Irmayani. "Analysis Of Public Interest In Smartfren SIM Cards Using The K-Nearest Neighbors Method." International Journal of Science, Technology & Management 5, no. 5 (2024): 1260–65. http://dx.doi.org/10.46729/ijstm.v5i5.1177.
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The use of Smartfren SIM cards is increasing along with the public's need for fast and stable internet services. However, a deep understanding of public interest in the SIM card is necessary to optimize marketing strategies and increase sales. Proper analysis can help companies identify potential target markets and develop effective marketing strategies. We chose the K-Nearest Neighbors method to analyze public interest in using Smartfren SIM cards. This study aims to develop and evaluate the K-Nearest Neighbors model in predicting public interest in using Smartfren SIM cards. This study uses a dataset containing information about Smartfren SIM card users. We divide the data into two sets: a training set for model building and a test set for evaluating model performance. We apply the K-Nearest Neighbors method to classify the data into two categories: interested and not interested. We evaluate the model performance using accuracy, precision, recall, and F1-score metrics. We present the evaluation results as a confusion matrix. The developed K-Nearest Neighbors model showed excellent performance with an accuracy of 94.29%, a precision of 94.20%, a recall of 100%, and an F1-score of 97.01%. These results indicate that the K-Nearest Neighbors model is effective in predicting people's interest in Smartfren SIM cards. The high recall value indicates that the model is able to identify all interested individuals without missing any, while the high precision value indicates that the model rarely makes false positive prediction errors. This study concludes that the K-Nearest Neighbors method is very effective for use in analyzing people's interest in using Smartfren SIM cards. We can rely on the developed model's strong performance for real-world applications in marketing strategies.
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Tawanta Natalia Sembiring, Sri, Volvo Sihombing, and Deci Irmayani. "Analysis of Public Interest in Smartfren SIM Cards using the K-Nearest Neighbors Method." International Journal of Science, Technology & Management 4, no. 5 (2024): 1260–65. http://dx.doi.org/10.46729/ijstm.v4i5.1185.
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The use of Smartfren SIM cards is increasing along with the public's need for fast and stable internet services. However, a deep understanding of public interest in the SIM card is necessary to optimize marketing strategies and increase sales. Proper analysis can help companies identify potential target markets and develop effective marketing strategies. We chose the K-Nearest Neighbors method to analyze public interest in using Smartfren SIM cards. This study aims to develop and evaluate the K-Nearest Neighbors model in predicting public interest in using Smartfren SIM cards. This study uses a dataset containing information about Smartfren SIM card users. We divide the data into two sets: a training set for model building and a test set for evaluating model performance. We apply the K-Nearest Neighbors method to classify the data into two categories: interested and not interested. We evaluate the model performance using accuracy, precision, recall, and F1-score metrics. We present the evaluation results as a confusion matrix. The developed K-Nearest Neighbors model showed excellent performance with an accuracy of 94.29%, a precision of 94.20%, a recall of 100%, and an F1-score of 97.01%. These results indicate that the K-Nearest Neighbors model is effective in predicting people's interest in Smartfren SIM cards. The high recall value indicates that the model is able to identify all interested individuals without missing any, while the high precision value indicates that the model rarely makes false positive prediction errors. This study concludes that the K-Nearest Neighbors method is very effective for use in analyzing people's interest in using Smartfren SIM cards. We can rely on the developed model's strong performance for real-world applications in marketing strategies.
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Sari, Devi Puspita, and Lik Anah. "Pengaruh Kompensasi dan Disiplin Kerja terhadap Produktivitas Kerja Karyawan di PT. Smartfren Telecom Jombang." BIMA : Journal of Business and Innovation Management 5, no. 1 (2022): 108–15. http://dx.doi.org/10.33752/bima.v5i1.5651.
Full textAbstract:
Peneltian ini bertujuan untuk mengetahui pengaruh kompensasi dan disiplin kerja terhadap produktivitas kerja karyawan di PT Smartfren Telecom Jombang. Metode yang digunakan pada penelitian ini adalah metode penelitian kuantitatif dan menggunakan pendekatan kausal atau sebab akibat. Jumlah sampel sebanyak 40 karyawan menggunakan teknik sampling jenuh. Teknik pengumpulan data menggunakan kuesioner. Uji hipotesis menggunakan uji t, uji R dan uji F. Hasil penelitian ini menunjukkan bahwa (1) Kompensasi Kerja berpengaruh secara parsial terhadap Produktivitas Kerja Karyawan di PT Smartfren Telecom Jombang. (2) Disiplin Kerja berpengaruh secara parsial terhadap Produktivitas Kerja Karyawan di PT Smarftren Telecom Jombang. (3) Kompensasi dan Disiplin Kerja berpengaruh secara simultan terhadap produktivitas kerja karyawan di PT Smartfren Telecom Jombang.
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Yafiz, Muhammad, Ipan Suandi, and Rachmawati Rachmawati. "Analisis Perbandingan Kinerja Jaringan 4G LTE antara Provider Smartfren dan Indosat Ooredoo di Wilayah Kota Lhokseumawe." Jurnal Litek : Jurnal Listrik Telekomunikasi Elektronika 17, no. 2 (2021): 29. http://dx.doi.org/10.30811/litek.v17i2.1961.
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Di Indonesia kebanyakan provider menawarkan paket internet yang berbasis kuota. Sehingga hanya dua provider yang menawarkan layanan paket internet tanpa batas (unlimited), yakni provider Smartfren dan Indosat Ooredoo. Paket unlimited ini yang membuat kedua provider ini jelas berbeda dari provider lain. Akan tetapi jaringan 4G LTE dari kedua provider Smartfren dan Indosat Ooredoo masih terbatas di wilayah Kota Lhokseumawe. Dari masalah yang ada memunculkan sebuah solusi untuk menganalisa perbandingan kinerja jaringan 4G LTE antara kedua provider tersebut. Untuk dapat mengetahui bagaimana kinerja jaringan 4G-LTE dari provider Smartfren dan Indosat Ooredoo yaitu dengan mengukur parameter sinyal 4G LTE seperti RSRP, RSSI, RSRQ, dan SNR. Parameter tersebut diukur dengan menggunakan aplikasi G-Net Track Pro dengan menggunakan metode drive test. Pada provider Smartfren, nilai range terbaik berada pada wilayah Uteun Bayi dengan nilai RSRP -64 dBm, RSSI -63 dBm, RSRQ -7 dB, dan SNR 25 dB, sedangkan nilai terburuk pada wilayah Kampung Kota dengan nilai RSRP -108 dBm, RSSI -67 dBm, RSRQ -11 dB dan SNR 8,6 dB. Nilai terbaik pada provider Indosat Ooredoo berada pada wilayah Uteun Bayi dengan nilai RSRP -78 dBm, RSSI -66 dBm, RSRQ -8 dB, dan SNR 20,4 dB, sedangkan nilai terburuk pada wilayah Kampung Jawa Baru dengan nilai range RSRP -104 dBm, RSSI -73 dBm, RSRQ -14 dB, dan SNR 2,8 dB. Setelah dilakukan pengolahan dan analisa data dapat dinyatakan bahwa kuat jaringan 4G-LTE pada provider Smartfren lebih baik dibandingkan kinerja pada provider Indosat Ooredoo
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Alamanda, Dini Turipanam, Gamal Argi, and Arif Partono. "Mapping of Tablet PC Based On Consumer Perception (Case Study of Bandung Electronic Center Visitors)." Jurnal Manajemen dan Bisnis Indonesia 2, no. 1 (2014): 124–35. http://dx.doi.org/10.31843/jmbi.v2i1.45.
Full textAbstract:
Gadget development is becoming a phenomenon which attract the world’s attention today. Sophisticated telecommunications technology encourages the creation of newgadget especially Tablet PC. More and more people using this gadget to replace their computer use. The purpose of this study was to mapthe position of several Tablet PC brands such as Apple, Samsung, Smartfren, Acer, and ASUS based onthe perception of Bandung Electronic Center(BEC) visitors. Each day, around 25.000-40.000 visitors visit the BEC which is the largest electronic mall in Bandung.
 This is an exploratory reseach using the descriptive method. Multidimensional scaling technique used to mapped the 5 Tablet PC brandsinto six dimensions; product feature, brand, price, battery consumption (endurance), lifestyle and design. The questionnaires were delivered to 100 respondents using purposive sampling method.
 The results of this study indicated that Apple is still the best for product feature based on consumer perceptions . As for the best brand the winner is Samsung followed by Apple, ASUS, Acer and Smartfren. Based on price dimension the cheapest Tablet PC is Smartfren and Apple is the most expensive. Samsung is also the winner in the field of battery power consumption and Acer is the worst. The best Tablet PC in the field of the lifestyle is Samsung followed by Apple, ASUS, Acer and Smartfren. Finally, Tablet PC with the best design also goes to Samsung then followed by Apple, ASUS, Acer and Smartfren.
 Keywords: Consumer Perseption,, Positioning, Multidimensional Scaling Technique, TabletPC
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Ramadhon, Syafril. "Perbandingan Ketelitian GNSS dengan Metode NRTK Menggunakan Berbagai Penyedia Layanan Internet." Jurnal Nasional Pengelolaan Energi MigasZoom 6, no. 1 (2024): 11–18. http://dx.doi.org/10.37525/mz/2024-1/597.
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Penelitian ini bertujuan untuk membandingkan data pengukuran GNSS menggunakan metode NRTK menggunakan empat penyedia layanan GSM, yaitu Telkomsel, Indosat, XL dan Smartfren. Metode penelitian dilakukan dengan membandingkan data ketelitian horizontal dan vertikal, serta data posisi tiga dimensi dari enam titik pengamatan yang masing-masing diukur menggunakan setiap penyedia layanan internet. Analisis data dilakukan dengan membandingkan data ketelitian horisontal dan vertikal, posisi horizontal di sumbu easting dan northing serta data tinggi pada setiap pengukuran di setiap titik pengamatan yang menggunakan penyedia layanan internet yang berbeda. Hasil penelitian menunjukkan bahwa akurasi horisontal terbaik diberikan oleh provider XL sebesar 0.012 m dan yang terburuk adalah IM3 sebesar 0.023 m. untuk akurasi vertikal, penyedia layanan yang memberikan nilai rata-rata terbaik adalah XL sebesar 0.023 m dan yang terburuk adalah IM3 sebesar 0.037 m. Untuk ketelitian pada sumbu easting, nilai rata-rata perbedaan terbesar diberikan oleh XL yang dibandingkan dengan Smartfren yaitu sebesar 0.014 m, sementara nilai rata-rata perbedaan terkecil diberikan oleh provider IM3 yang dibandingkan dengan XL sebesar 0.008 m. Untuk sumbu northing, nilai rata-rata perbedaan terbesar diberikan oleh provider IM3 yang dibandingkan dengan XL yaitu sebesar 0.025 m. Adapun nilai rata-rata perbedaan terkecil diberikan oleh provider XL yang dibandingkan dengan Smartfren sebesar 0.005 m. Adapun untuk data tinggi, nilai rata-rata perbedaan terbesar diberikan oleh provider Telkomsel yang dibandingkan dengan Smartfren sebesar 0.050 m. Adapun nilai rata-rata perbedaan terkecil diberikan oleh provider XL yang dibandingkan dengan Smartfren.
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Scarpiniti, Michele, Enzo Baccarelli, Alireza Momenzadeh, and Aurelio Uncini. "SmartFog: Training the Fog for the Energy-Saving Analytics of Smart-Meter Data." Applied Sciences 9, no. 19 (2019): 4193. http://dx.doi.org/10.3390/app9194193.
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In this paper, we characterize the main building blocks and numerically verify the classification accuracy and energy performance of SmartFog, a distributed and virtualized networked Fog technological platform for the support for Stacked Denoising Auto-Encoder (SDAE)-based anomaly detection in data flows generated by Smart-Meters (SMs). In SmartFog, the various layers of an SDAE are pretrained at different Fog nodes, in order to distribute the overall computational efforts and, then, save energy. For this purpose, a new Adaptive Elitist Genetic Algorithm (AEGA) is “ad hoc” designed to find the optimized allocation of the SDAE layers to the Fog nodes. Interestingly, the proposed AEGA implements a (novel) mechanism that adaptively tunes the exploration and exploitation capabilities of the AEGA, in order to quickly escape the attraction basins of local minima of the underlying energy objective function and, then, speed up the convergence towards global minima. As a matter of fact, the main distinguishing feature of the resulting SmartFog paradigm is that it accomplishes the joint integration on a distributed Fog computing platform of the anomaly detection functionality and the minimization of the resulting energy consumption. The reported numerical tests support the effectiveness of the designed technological platform and point out that the attained performance improvements over some state-of-the-art competing solutions are around 5%, 68% and 30% in terms of detection accuracy, execution time and energy consumption, respectively.
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tanjung, Abrar. "Analisis Sistem Pengaman Menara Seluler Smartfren Pada Perumahan Masyarakat Di Kelurahan Umban Sari." Jurnal Elektro dan Mesin Terapan 1, no. 2 (2015): 10–19. http://dx.doi.org/10.35143/elementer.v1i2.47.
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Petir merupakan peristiwa alam berupa pelepasan energi sesaat (energy storage) berupa rangkaian aliran listrik yang sangat besar yang akan di lepaskan oleh alam semesta dengan tujuan ke bumi yang bersifat netral. Untuk mengatasi Bahaya yang ditimbulkan akibat adanya sambaran petir penelitian dilakukan dengan menggunakan metoda bola gelinding (rolling sphere) dan sistem pentanahan yang tedapat pada menara Smartfren sebagai sistem pengaman dalam melindungi dan mengurangi dampak kerusakan pada perumahan masyarakat. Berdasarkan hasil analisa pembahasan diperoleh Elektroda Vinial sebagai penangkal petir yang dipasang pada menara PT. Smartfren mampu untuk melindungi perumahan atau bangunan yang berada di area menara dengan sudut lindung 25,98° dengan jarak sudut lindung sebesar 128,15 meter. Besar nilai tahanan pentanahan yang dipasang pada area menara PT. Smartfren sebesar 59,5 ohm.
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Nurlela. "Financial Distress Analysis with Springate and Zmijewski Model at PT. Smartfren Telecom, Tbk and PT. Bakrie Telecom.Tbk." Journal of Accounting and Finance (JAFIN) 1, no. 01 (2022): 1–10. http://dx.doi.org/10.55445/jafin.v1i01.1.
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Financial distress is a situation where companies are experiencing financial difficulties that can lead companies to go failed. Springate and Zmijewski models are models that can be used to assess the financial distress in a company. Problems in this research lies in the object of research where PT. Smartfren Telecom, Tbk and PT. Bakrie Telecom, Tbk is a telecommunication company that uses CDMA network. This company suffered losses since 2011 but still able to stand up to now. The purpose of this study to determine financial distress at PT. Smartfren Telecom, Tbk and PT. Bakrie Telecom, Tbk using Springate and Zmijewski models for 6 periods starting from 2011-2016. The type of research data is secondary data that is financial statements of PT. Smartfren and PT. Bakrie Telecom, Tbk. Data collection method is literature study. The method of research analysis is quantitative descriptive method.Based on the results of research by using Springate model, it can be concluded that PT. Smartfren Telecom, Tbk and PT. Bakrie Telecom, Tbk experienced financial distress from 2011-2016. Financial distress caused the company suffered losses from 2011 to 2016. While using the model Zmijewski, PT. Smartfren Telecom, Tbk. experiencing financial distress in 2012 and 2015. While PT. Bakrie Telecom, Tbk. experienced financial distress in 2011. This condition is due to higher operational and non-operating expenses than on sales (overload). The Company has difficulty in controlling operating expenses. In addition, working capital is negative. This is because current assets are lower than current liabilities.
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Hestin, Hestin. "Pengaruh Iklan Dan Kualitas Produk Terhadap Keputusan Pembelian Produk Kartu Perdana Smartfren Pada Masyarakat Perumnas Muara Siban Kabupaten Lahat." Journal of Economic, Bussines and Accounting (COSTING) 5, no. 1 (2021): 358–64. http://dx.doi.org/10.31539/costing.v5i1.2925.
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Technology brings humans into individuals who prioritize practicality in carrying out various activities. In terms of communication, cellular phones have become part of the life of modern Indonesian society as a technology that provides easy communication for its users. This background of consumer desires certainly motivates the cellular industry to compete. Advertising is very important to spur the development of products on the market in the face of competition between similar companies. In addition to paying attention to product quality, the company also pays attention to advertising which is no less important. The data collection method used in this research is literature study, which is a method used to obtain theoretical data related to the problems discussed. Then field studies, namely interviews, observations, which relate to the problem under study. to get clear data. The analytical method used in this study is qualitative, namely comparing the existing theory with the influence of advertising and product quality on purchasing decisions for Smartfren prime card products and quantitative analysis, namely data analysis using multiple linear regression statistical formulas with equations. Based on the results of research that has been carried out in the Perumnas Muara Siban Community, Lahat Regency, and the results of the analysis of the influence of advertising and product quality on purchasing decisions for Smartfren starter packs, the following conclusions can be drawn: In the t test, it was found that there was a significant effect of the advertising variable (X1) on the Purchase Decision of the Smartfren starter pack product, while the product quality variable has no effect on the purchase decision of the Smartfren starter pack. In the F test, it was found that there was a linear relationship between advertising (X1) and product quality (X2) together or simultaneously having a significant influence on the Purchase Decision of Smartfren starter pack products (Y). Of the three factors, namely advertising and product quality, the most dominant influence on the Smartfren starter pack product purchase decision is advertising.
 Keywords: Advertising, Product Quality and Purchase Decision
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Prawiranegara, M. Ibrahim, and Djudjur Luciana Radjagukguk. "Representasi Sikap Pantang Menyerah dalam Iklan Web Series Milenial "Males" Jadi Miliuner pada Kanal Youtube Smartfren Super 4G Kuota." Magenta | Official Journal STMK Trisakti 4, no. 02 (2020): 652–67. http://dx.doi.org/10.61344/magenta.v4i02.56.
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Unyielding attitude is an attitude where someone is not easy to accept failure. So that the release of a Smartfren Super 4G Quota product in the Millennial web series "Males" Becomes a Millionaire intended for millennials so they don't give up easily in reaching their dreams. Advertising plays a role in shaping and determining audience decisions in deciding the purchase and use of a product and service. Advertising is one of the forms of promotion most widely used and discussed by the public, this happens because advertising has a broad reach. The research aims to find out how the Representation of Unyielding Attitude in the "Males" Millennial Web Series Advertising Becomes a Billionaire on the YouTube Channel Smartfren Super 4G Quota. The method used is a descriptive qualitative approach, through the technique of collecting data through in-depth interviews with a scriptwriter from Millennial "Males". From the results of the study note that there are signs and meanings of unyielding attitude in the form of denotation and connotation meanings and myths. The message of unyielding attitude that is, Millennial "Males" So a billionaire is still an advertisement that aims to attract the attention of the public and provide knowledge about the benefits of a product that is issued. Hadirny Atta Halilintar on the web series is expected to attract public interest in the Smart 4G Super Quota product. The main success of this Smartfren Super 4G Quota ad is that it can be seen from the large number of views on the Smartfren YouTube channel on each episode, from the first episode to the last episode always gets millions of views.
 ABSTRAK
 Sikap pantang menyerah merupakan sikap dimana seseorang tidak mudah untuk menerima kegagalan. Sehingga rilis sebuah produk Smartfren Super 4G Kuota dalam web series Milenial “Males†Jadi Miliuner yang diperuntukan untuk para kaum milenial agar tidak mudah menyerah dalam meraih mimpi. Iklan ikut andil dalam membentuk dan menentukan keputusan khalayak dalam memutuskan pembelian dan penggunaan suatu produk dan jasa. Iklan merupakan salah satu jenis bentuk promosi yang paling banyak digunakan dan dibahas oleh masyarakat, ini terjadi karena iklan mempunyai daya jangkauan yang luas. Penelitian bertujuan untuk mengetahui bagaimana Representasi Sikap Pantang Menyerah dalam Iklan Web Series Milenial “Males†Jadi Miliuner pada Kanal YouTube Smartfren Super 4G Kuota. Metode yang digunakan adalah pendekatan kualitatif yang bersifat deskriptif, melalui tehnik pengumpulan dara melalu wawancara mendalam dengan scriptwriter dari Milenial “Malesâ€. Dari hasil penelitian diketahui bahwa terdapat tanda-tanda dan makna dari sikap pantang menyerah yang berupa makna denotasi dan konotasi serta mitos. Pesan sikap pantang menyerah yang ada, Milenial “Males†Jadi Miliuner tetaplah sebuah iklan yang tidak lain bertujuan untuk menarik perhatian khalayak serta memberi pengetahuan tentang keunggulan sebuah produk yang dikeluarkan. Hadirnya Atta Halilintar pada web series tersebut diharapkan dapat menarik minat khalayak terhadap produk Smartfren Super 4G Kuota. Keberhasilan yang utama pada iklan Smartfren Super 4G Kuota ini yaitu dapat dilihat dari banyaknya jumlah views pada kanal YouTube Smartfren pada setiap episode, dari episode pertama hingga episode terakhir selalu mendapat jutaan views.
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Cardia, Daniel I. Nyoman Renatha, I. Wayan Santika, and Ni Nyoman Rsi Respati. "PENGARUH KUALITAS PRODUK, HARGA, DAN PROMOSI TERHADAP LOYALITAS PELANGGAN." E-Jurnal Manajemen Universitas Udayana 8, no. 11 (2019): 6762. http://dx.doi.org/10.24843/ejmunud.2019.v08.i11.p19.
Full textAbstract:
The purpose of this study is to examine the effect of product quality, price, and promotion on customer loyalty on Smartfren prepaid card users in Denpasar City. This research was conducted in Denpasar City by using a sample size of 100 people with a probability sampling method. Data collection was obtained by the results of questionnaires using a scale as measured by a Likert scale. The data analysis technique used in this study is multiple linear regression analysis techniques. The results of the study proposed that product quality has a positive and significant effect on customer loyalty in Smartfren prepaid card users, prices have a positive and significant effect on customer loyalty, and promotion has a positive and significant effect on customer loyalty on Smartfren prepaid card users in Denpasar City.
 Keywords: product quality, price, promotion, customer loyalty
 
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Haeruddin, Harjuni, Ramdan Satra, and Syahrul Mubarak Abdullah. "Analisis Perbandingan Performa Jaringan 4G LTE Pada Provider Tri dan Smartfren." Buletin Sistem Informasi dan Teknologi Islam 5, no. 3 (2024): 204–11. https://doi.org/10.33096/busiti.v5i3.2108.
Full textAbstract:
Mengingat banyaknya harapan masyarakat terhadap kualitas jaringan, perusahaan telekomunikasi memanfaatkan peluang ini dengan membangun penyedia layanan internet yang lebih cepat melalui penggunaan jaringan 4G. Di Desa Rijang Panua sendiri sudah terdapat beberapa provider yang menyediakan jaringan 4G LTE. Diantara beberapa provider, banyak masyarakat yang menggunakan provider Tri karena harga yang ditawarkan provider Tri cukup murah. Akan tetapi jaringan dari Tri sering dikeluhkan oleh masyarakat karena jaringan yang sering lambat bahkan hilang, hal ini tentu bisa mempengaruhi aktivitas masyarakat. Karena itulah peneliti ingin membandingakan kecepatan jaringan provider Tri dan Smaerftren. Hal ini dikarenakan smartfren yang juga menawarkan paket data dengan harga yang cukup murah tetapi kurangnya masyarakat yang menggunakan. Penelitian ini bertujuan untuk mendapatkan nilai perbandingan kecepatan jaringan berdasarkan parameter RSRP, RSRP, SNR dan RSSI untuk membandingkan performa kecepatan jaringan dari kedua provider. Untuk mengumpulkan data kecepatan jaringan dari kedua provider digunakan metode drive test menggunakan aplikasi G-Net Track Pro. Dari hasil perhitungan yang dilakukan pada provider Tri dan Smartfren didapatkan nilai parameter RSRP dari provider Smartfren lebih tinggi daripada Tri dengan nilai -85.7918 dBm dengan kategori baik, nilai RSRQ provider Tri lebih tinggi dengan nilai -8 dB dengan kategori sangat baik, untuk RSSI dari provider Smartfren lebih tinggi dengan nilai -55 dBm dengan kategori sangat baik, dan untuk SNR dari kedua provider memiliki nilai yang sama yaitu 6 dB dengan kategori baik.
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Dinda Aulia Safitri, Anita Firnanda, Aminatus Sofia, and Siska Dwi Agustina. "ANALISIS RASIO KEUANGAN DAN CROSS SECTION UNTUK MENILAI KINERJA KEUANGAN PADA PERUSAHAAN OPERATOR TELEKOMUNIKASI SELULER." Transformasi: Journal of Economics and Business Management 1, no. 4 (2022): 141–56. http://dx.doi.org/10.56444/transformasi.v1i4.273.
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Tujuan penelitian ini adalah untuk mengetahui bagaimana penilaian kinerja keuangan PT Smartfren Telecom Tbk, PT Telkomsel Tbk , PT XL Axiata dan PT Indosat Tbk dinilai berdasarkan rasio keuangannya dan bagaimana penilaian kinerja keuanga PT Smartfren Telecom Tbk, PT Telkomsel Tbk , PT XL Axiata dan PT Indosat Tbk jika dibandingkan antara rasio keuangan dengan rata-rata industri.
 Teknik analisa yang digunakan dalam penelitian ini adalah rasio likuiditas, rasio aktivitas, rasio solvabilitas, rasio profitabilitas, dan rasio pasar. Data yang digunakan
 adalah data sekunder yang berupa laporan keuangan dari perusahaan PT Smartfren Telecom Tbk, PT Telkomsel Tbk , PT XL Axiata dan PT Indosat Tbk dan Berdasarkan penelitian yang dilakukan, maka Hasilnya dapat diketahui sebagai berikut, dilihat dari rasio keuangan secara keseluruhan penilaian Kinerja keuangan PT Telkomsel Tbk memiliki prospek pertumbuhan yang tinggi daripada ketiga Perusahaan lainnya. Sedangkan dilihat dari perbandingan rasio keuangan dengan rata-rata Industri, kinerja keuangan PT Indosat dan PT Telkomsel memiliki prospek pertumbuhan tinggi Daripada kedua perusahaan lainnya.
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Simarmata, Harianto. "ANALISIS RASIO KEUANGAN UNTUK MENILAI KINERJA KEUANGAN PT SMARTFREN TELECOM, TBK PERIODE 2014 - 2016." Economics Professional in Action (E-PROFIT) 3, no. 2 (2021): 75–82. http://dx.doi.org/10.37278/eprofit.v3i2.417.
Full textAbstract:
Penelitian pada PT Smartfren Telecom Tbk ini bertujuan untuk menilai kinerja keuangan sebagai salah satu perusahaan penyedia jasa layanan telekomunikasi di Indonesia. Kinerja keuangan diukur dengan menggunakan analisis rasio keuangan yaitu rasio likuiditas (Current Ratio), rasio solvabilitas (Debt Ratio) dan rasio profitabilitas (Return On Investment). Data kinerja keuangan yang digunakan dalam penelitian ini merupakan laporan keuangan perusahaan pada periode 2014-2016. Dalam hasil analisis data dapat dijelaskan bahwa Tingkat likuiditas perusahaan yang diukur dengan menggunakan Current Ratio periode tahun 2014-2016 secara rata-rata adalah sebesar 43,11% menunjukkan kondisi yang kurang baik karena berada dibawah standar industri yaitu 200%. Tingkat solvabilitas PT. Smartfren Telecom Tbk. yang diukur dengan menggunakan debt ratio tahun 2014-2016 secara rata-rata adalah 72,95% yang menunjukkan berada dalam kondisi kurang baik karena diatas standar industri yaitu sebesar 35%. Tingkat profitabilitas PT. Smartfren Telecom Tbk. yang diukur dengan return on investment tahun 2014-2016 secara rata rata adalah sebesar -7,99% yang menunjukkan kondisi kurang baik karena berada dibawah standar industri yaitu sebesar 30%.
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Arciuch, Artur, and Antoni Donigiewicz. "Badanie jakości działania użytkownika wykorzystującego urządzenie mobilne. Gesty pinch and stretch oraz wskazywanie w teście jednokierunkowym." Przegląd Teleinformatyczny 8(26), no. 1-4 (2021): 77–107. http://dx.doi.org/10.5604/01.3001.0015.2302.
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W artykule przedstawiono wyniki badań jakości wykonywania gestów przez użytkownika wykorzystującego urządzenie mobilne. Jako urządzenie mobilne wykorzystano smartfon Nokia Lumia 800. Wyniki badań dotyczą podstawowego gestu pinch and stretch oraz jednokierunkowego testu wskazywania. Badania obejmują czas wykonania gestu i precyzję wykonania gestu. Wyniki uwzględniają podział użytkowników na grupy wiekowe oraz grupy używające i nie używające smartfon na co dzień. Przedstawiono porównanie wyznaczonych charakterystyk pomiędzy grupami.
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Wibowo, Susilo, Musa Hubeis, and Ma'mun Sarma. "Kajian Pelatihan Digitalisasi Pada UMKM Binaan Melalui Program Teman Kreasi PT Smartfren Telecom. Tbk." MANAJEMEN IKM: Jurnal Manajemen Pengembangan Industri Kecil Menengah 18, no. 1 (2023): 91–100. http://dx.doi.org/10.29244/mikm.18.1.91-99.
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PT Smartfren Telecom, Tbk with its corporate social responsibility (CSR) program has established a forum called "Teman Kreasi". Teman Kreasi Smartfren has been running for seven years. This CSR program has a mission to develop a spirit of co-creation and social entrepreneurship for the younger generation, as well as to open opportunities for the growth of creative MSMEs in various areas. The Smartfren Community is located. and has reached 52 cities in Indonesia. Currently, there are 1,085 SMEs, whereas 70% of which are located in Java, Sumatra, Sulawesi, and Kalimantan.This research was conducted to examine the benefits experienced by the mentored SMEs, as well as to provide input for future activities. Generally, the research was conducted to evaluate the digitalization training provided by the Teman Kreasi program. The Strength, Weakness, Opportunities, Threats (SWOT) method, Analytic Hierarchy Process, and Training Need Assessment (TNA) approach were used to obtain strategic improvements and provide feedback for future training programs. The evaluation of the digital training activities of the mentored SMEs by Teman Kreasi Smartfren concluded that the training was very good and should be continued. Furthermore, there was a significant difference in the sales of the SMEs before and after receiving the training. The training led to an increase in sales and a shift from conventional sales to digital sales through marketplaces to expand sales coverage. Additionally, collaborating with influencers was found to be effective in providing direct promotion impact on social media users.
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., Tafiprios, and Rina Astini. "PERILAKU BRAND SWITCHING PENGGUNA TELEPON SELULER SMARTFREN." MIX: JURNAL ILMIAH MANAJEMEN 9, no. 1 (2019): 240. http://dx.doi.org/10.22441/mix.2019.v9i1.015.
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The purpose of this study was to determine the effect of consumer dissatisfaction, needs to seek variations, and product quality on brand switching behavior from Smartfren mobile phones to other mobile brands. A total of 140 respondents who had used smartfren mobile phones and then switched brands to other cellphones were used in this study. Data collected through questionnaires using a Likert scale. Analysis of this research data using SEM with Lisrel 8.8. The results showed that consumer dissatisfaction did not have a significant effect on brand switching behavior, while the need to seek variation and product quality had a significant effect on brand switching behavior
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Kusuma, Endah Fatqur, and Ariyani Indriastuti. "DETERMINAN KINERJA KARYAWAN PT. SMARTFREN TELECOM TBK." JURNAL STIE SEMARANG (EDISI ELEKTRONIK) 16, no. 1 (2024): 59–71. http://dx.doi.org/10.33747/stiesmg.v16i1.697.
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Abstract.
 Performance is the result of work in terms of quality and quantity achieved by an employee in carrying out their duties and responsibilities. The purpose of this research is to analyze the influence of compensation, leadership and career path on performance employee .Free variable in this research, namely compensation, leadership and career path, as well as the dependent variable, namely performance. Research population is an employee of PT. Smartfren Telecom Tbk Semarang Branch Office, with amount sample of 38 respondents. The data collection method is by distributing questionnaires to respondents. Data analysis uses multiple linear regression. Based on instrument test results data obtained results valid and reliable. Study this too has done it fulfil classical assumption test criteria. The result show that compensation, leadership and career path have a significant positive effect on employee performance.
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Duława, Anna, Ariel Plewka, Marek Jędrzejek, Katarzyna Rybczyk, Adam Właszczuk, and Joanna Lewin-Kowalik. "Your smartphone can save someone's life." Annales Academiae Medicae Silesiensis 70 (2016): 172–76. http://dx.doi.org/10.18794/aams/62990.
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Suparwo, Adi, Hadinata Situmorang, and Rina Dwi Handayani. "Upaya Meningkatkan Keputusan Pembelian Melalui Kualitas Produk, Harga dan Layanan Pada Produk Kartu Smartfren." Jurnal Bisnis Mahasiswa 4, no. 4 (2024): 667–81. https://doi.org/10.60036/jbm.v4i4.art18.
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Keputusan pembelian kini menjadi target utama setiap perusahaan dalam meningkatkan keuntungan perusahaan. PT Smarfren Telecom Tbk adalah salah satu perusahaan telekomunikasi terkemuka di Indonesia yang selalu membuat statategi dalam meningkatkan layanan dan penawarannya dengan menyediakan berbagai jenis promosi dan harga yang menarik dilengkapi dengan fitur yang mudah dan menarik, yang mendorong konsumen untuk membeli produk Smartfren. Tujuan penelitian ini adalah untuk menganalisis dampak kualitas produk, harga, dan layanan terhadap keputusan pembelian kartu Smartfren di kota Bandung. Pendekatan deskriptif kuantitatif digunakan dengan fokus pada 100 responden pelanggan Smartfren di kota Bandung. Metode sampling nonprobability dengan teknik purposive digunakan untuk pemilihan sampel. Analisis dilaksanakan memakai analisis linear berganda di IBM SPSS Statistics 25. Hasil penelitian memperlihatkan bahwasanya secara parsial, harga tidak berdampak signifikan bagi keputusan pembelian. Namun, secara simultan, harga, kualitas produk, serta layanan secara signifikan memengaruhi keputusan pembelian, dengan koefisien determinasi (R Square) senilai 0,599, memperlihtkan bahwasanya faktor-faktor yang diteliti menyumbang sebesar 59,9% dari keputusan pembelian, sementara faktor lain yang tidak diteliti mempengaruhi 40,1% dari keputusan pembelian tersebut.
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Palupi Jamaludin, Pusporini, Ratih Purwasih, and Paringsih. "The Effect of Work Discipline and Work Motivation on Production Employee Work Productivity at PT. Smartfen Telecom Tbk BSD South Tangerang." Indonesian Journal of Economic & Management Sciences 1, no. 2 (2023): 103–16. http://dx.doi.org/10.55927/ijems.v1i2.3724.
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This study examines the effect of work discipline and motivation on the productivity of production workers at PT Smartfren Telecom Tbk BSD-Tangerang Selatan. Total population of 90 employees of PT Smartfren Telecom participated in this study; The sampling technique used is saturated sampling technique, and the data collection technique is a questionnaire sampling technique. The results of the linear regression analysis show that Y = 4.864 + 0.170X1 + 0.702X2 is correct. Conversely, the correlation elasticity coefficient of 0.591 indicates that the variables of work discipline (X1) and work motivation (X2) have a current threshold relationship with employee productivity (Y)
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Mengga, Grace Sriati, Mince Batara, and Marsita Lambe’ Toding. "Pengaruh biaya operasional dan kurs terhadap pendapatan pada PT. Smartfren Telecom, Tbk." Fair Value: Jurnal Ilmiah Akuntansi dan Keuangan 5, no. 5 (2022): 2396–402. http://dx.doi.org/10.32670/fairvalue.v5i5.2764.
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Since 2009, the business development of PT Smartfren Telecom has continued to suffer losses. Apart from the high competition, the losses experienced by PT. Smartfren Telecom, Tbk also comes from high operating expenses and also from foreign exchange losses. The purpose of this study is to determine the effect of operating costs and exchange rates on revenue at PT. Smartfren Telecom, Tbk in 2017-2020. The type of research used in this research is descriptive research with a quantitative approach. The data collection method used is a documentation technique based on the company's financial statements published by the Indonesia Stock Exchange. The type of data used in this study is secondary data which is data in the form of documents obtained from the official website of the Indonesia Stock Exchange. Analysis of the data used is multiple linear regression analysis. Hypothesis testing is done by partial test (t test) and simultaneous test (F test). For operational costs partially have a negative and significant effect on income while the exchange rate has a negative and insignificant effect on income. For simultaneous test results, operating costs and exchange rates have a significant effect on income.
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Ningsih, Widia Ningsih Alfiany. "ANALISIS COMMON-SIZE UNTUK MENGUKUR KINERJA KEUANGAN PERUSAHAAN PADA PT XL AXIATA TBK DAN PT SMARTFREN TELECOM TBK YANG TERDAFTAR DI BEI PERIODE 2018 - 2020." Jurnal Riset Mahasiswa Akuntansi 11, no. 1 (2023): 16–31. http://dx.doi.org/10.21067/jrma.v11i1.6944.
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The research that has been done can be shown to determine the company's financial performance by using the common-size statement analysis method at the companies PT XL Axiata, Tbk and PT Smartfren, Tbk. Those listed on the Indonesia Stock Exchange in the period 2018 to 2020 are seen from the balance sheet and income statement. This research is quantitative descriptive. In collecting the data using the documentation method and in analyzing the data with the common-size analysis. Based on the results of the common-size analysis seen from the balance sheet of PT XL Axiata, Tbk in allocating its funds for assets part of the debt of PT Smartfren Telecom, Tbk. in allocating the use of assets from own capital, therefore increasing the margin of safety for creditors and can strengthen the statement of financial position. Then the common-size is seen from the income statement at PT XL Axiata, Tbk and PT. Smartfren Telecom experienced a decline in its net profit during the 2018 – 2020 period, therefore its financial performance was not good. However, in the 2020 period financial performance has increased in terms of net income, therefore the financial performance is getting better.
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Sasombo, Gresiano, David P. E. Saerang, and Djeini Maradesa. "ANALISIS PERBANDINGAN KINERJA PERUSAHAAN BERDASARKAN ECONOMIC VALUE ADDED PADA PT SMARTFREN TELECOM TBK DAN PT INDOSAT TBK YANG TERDAFTAR DI BURSA EFEK INDONESIA." Jurnal EMBA : Jurnal Riset Ekonomi, Manajemen, Bisnis dan Akuntansi 11, no. 3 (2023): 731–41. http://dx.doi.org/10.35794/emba.v11i3.49206.
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Economic Value Added (EVA) merupakan alat ukur yang dipakai untuk melihat kinerja beserta nilai tambah yang dihasilkan oleh perusahaan. Apabila suatu perusahaan memiliki nilai EVA positif, maka dapat dikatakan perusahaan tersebut mampu menciptakan nilai tambah. Sebaliknya apabila nilai EVA negatif, dapat dikatakan kinerja dari perusahaan tersebut kurang baik. Tujuan penelitian ini yaitu untuk melihat dan mengetahui perbandingan kinerja perusahaan dari PT Smartfren Telecom Tbk dan PT Indosat Tbk yang di ukur dengan economic value added (EVA) pada periode tahun 2019 sampai dengan periode tahun 2021. Jenis penelitian ini adalah deskriptif kualitatif dengan data kuantitatif dan sumber data sekunder. Hasil penelitian menunjukan kinerja perusahaan berdasarkan Economic Value added pada PT Smartfren Telecom Tbk memiliki kinerja yang kurang baik karena memiliki nilai EVA negatif, yaitu kurang dari nol (EVA<0) di tahun 2019, 2020 dan 2021, sedangkan untuk PT Indosat Tbk pada tahun 2019-2020 juga memiliki nilai EVA negatif, yaitu kurang dari nol (EVA<0), namun untuk tahun 2021 memiliki nilai EVA positif yaitu lebih dari nol (EVA>0). Hasil tersebut menunjukan PT Indosat Tbk memiliki kinerja yang lebih baik dibandingkan dengan PT Smartfren Telecom Tbk. Kata kunci: Economic Value Added, kinerja perusahaan
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Ramdani, Muhamad Sahrul, Erry Suryana, and Dicky Jhoansyah. "Pengaruh Sales Growth dan Likuiditas terhadap Profitabilitas." PERFORMANCE: Jurnal Bisnis & Akuntansi 14, no. 2 (2024): 185–91. https://doi.org/10.24929/feb.v14i2.2661.
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This study aims to determine the effect of Sales Growth (X1) and Liquidity (X2) on Profitability (Y) of PT Smartfren Telecom Tbk. The object of this study is PT Smartfren Telecom Tbk which is listed on the Indonesian Stock Exchange for the 2014-2021 period. The method used in this research is descriptive and associative with a quantitative approach. The sample used is PT Smartfren Telecom Tbk with a population of 32 using the natural setting technique with multiple linear regression data analysis techniques, multiple correlation coefficients, coefficient of determination and to test the research model using the F-Test and for testing the hypothesis using the T-Test using the application SPSS 21 software. The results of this study show that there is no significant effect on the Sales Growth and Liquidity variables on Purchase Decisions with the results Fcount 0.501 < Ftable 3.328 and the results of research on testing the T-Test Hypothesis on Sales Growth variables (X1) on Profitability Variables (Y) there is no significant effect, and on the variable Liquidity (X2) on Profitability (Y) there is no significant effect.
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Danilovskikh, Mikhail Gennad'evich, and Vitalii Aleksandrovich Streshchuk. "Sistema mini-spektrograf/smartfon dlia ekspress-analiza." Interactive science, no. 5 (70) (May 28, 2022): 30–33. http://dx.doi.org/10.21661/r-556592.
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Ontarina, Nuela. "PENGARUH KESADARAN MEREK, PERSEPSI KUALITAS, ASOSIASI MEREK, DAN LOYALITAS MEREK TERHADAP LOYALITAS PELANGGAN DALAM PEMBELIAN KARTU SELULER SMARTFREN DI UNIVERSITAS WIJAYA PUTRA SURABAYA." Jurnal Mitra Manajemen 6, no. 7 (2022): 397–407. http://dx.doi.org/10.52160/ejmm.v6i7.625.
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Tujuan dari penelitian ini ada untuk mengetahui bagaimana pengaruh kesadaran merek, persepsi kualitas, asosiasi merek, dan loyalitas merek terhadap loyalitas pelanggan dalam pembelian kartu seluler smartfren di Universitas Wijaya Putra Surabaya. Metode pengambilan sampel dalam penelitian ini adalah non-probability sampling dengan menggunakan purposive sampling. Untuk menentukan ukuran sampel penelitian menggunakan rumus 25 kali variabel independen, sehingga didapat hasil untuk menetukan jumlah sampel pada konsumen Kartu Seluler Smartfren sebagai berikut: 25 x jumlah variabel independen 25x4 = 100 sampel. Hasil dari penelitian ini menunjukkan bahwa kesadaran merek dan loyalitas merek mempunyai pengaruh yang signifikan dan positif terhadap loyalitas konsumen, sedangkan persepsi kualitas dan asosiasi merek mempunyai pengaruh yang signifikan terhadap loyalitas konsumen. 
 
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Testiana, Gusmelia. "Aplikasi Sistem Informasi Geografis Wisata Islam Melayu di Kota Palembang Berbasis Android." Intizar 22, no. 1 (2016): 77. http://dx.doi.org/10.19109/intizar.v22i1.543.
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Aplikasi Sistem Informasi Geografis Wisata Islam Melayu pada kota Palembang dengan smartphone yang menggunakan sistem operasi Android dapat diimplementasikan pada beberapa jenis smartphone diaantaranya Smartfren Andromax C3, Lenovo S920, Samsung Galaxy Ace, Samsung Galaxy Ace 2, Sony Xperia Neo, Sony Xperia Z Ultra. Masyarakat atau wisatawan dapat dengan mudah memperoleh informasi masjid yang berada di kota Palembang. Application of Malay Muslims Tourism Geographic Information Systems in the city of Palembang with Smartphone that use the Android operating system can be implemented on multiple types of Smartphone including Smartfren Andromax C3, Lenovo S920, the Samsung Galaxy Ace, Samsung Galaxy Ace 2, Sony Xperia Neo, Sony Xperia Z Ultra. Community or tourists can easily obtain information on the mosque in the city of Palembang.
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Tama, Aji Wira, and Wisnu Untoro. "FAKTOR-FAKTOR PEMBENTUK LOYALITAS MEREK PADA PENGGUNA PONSEL SMARTFREN." Jurnal Economia 12, no. 2 (2016): 97. http://dx.doi.org/10.21831/economia.v12i2.10820.
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Abstrak: Faktor-Faktor Pembentuk Loyalitas Merek pada Pengguna Ponsel Smartfren. Penelitian ini bertujuan menguji pengaruh dimensi dari nilai pelanggan dan identifikasi merek terhadap loyalitas merek dengan kepuasan pelanggan sebagai variabel mediasi. Penelitian ini menggunakan teknik purposive sampling dengan jumlah sampel sebanyak 175 responden pada pelanggan Smartfren. Hasil penelitian menunjukkan bahwa (1) nilai fungsional berpengaruh positif terhadap kepuasan pelanggan, (2) nilai emosional tidak berpengaruh terhadap kepuasan pelanggan, (3) nilai sosial tidak berpengaruh terhadap kepuasan pelanggan, (4) identifikasi merek berpengaruh positif terhadap kepuasan pelanggan, (5) nilai fungsional tidak berpengaruh terhadap loyalitas merek, (6) nilai emosional tidak berpengaruh terhadap loyalitas merek, (7) nilai sosial berpengaruh terhadap loyalitas merek, (8) identifikasi merek tidak berpengaruh terhadap loyalitas merek, (9) kepuasan pelanggan berpengaruh positif terhadap loyalitas merek, (10) nilai fungsional, nilai emosional, nilai sosial dan identifikasi merek tidak terbukti berpengaruh secara simultan terhadap loyalitas merek dengan kepuasan pelanggan sebagai variabel mediasi. Kata kunci: Nilai pelanggan, identifikasi merek, kepuasan pelanggan, loyalitas merek Abstract: Factors Affecting Brand Loyalty among Smartfren Customers. The purpose of this study was to analyze the effect of the dimensions of customer value and brand identification on brand loyalty and customer satisfaction as a mediating variable. A purposive sampling technique was adopted to collect 175 Smartfren customers. The results showed that: (1) the functional value has positive effect on customer satisfaction, (2) the emotional value has no effect on customer satisfaction, (3) social values has no effect on customer satisfaction, (4) brand identification has positive impact on customer satisfaction, (5) functional value has no effect on brand loyalty, (6) the emotional value has no effect on brand loyalty, (7) social value has positive effect on brand loyalty, (8) brand identification has no effect on brand loyalty, (9) customer satisfaction has positive effect on loyalty brand, (10) the functional value, emotional value, social value and brand identification simultaneous have no effect on brand loyalty with customer satisfaction as a mediating variable. Keywords: Customer value, brand identification, customer satisfaction, brand loyalty
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Andinnari, Shaffiya Rasidha, Cecep Kustandi, and Uwes Anis Chaeruman. "Pengembangan Self-Directed Learning Online Course “Decision Making” untuk Karyawan PT. Smartfren Telecom, Tbk." Jurnal Pembelajaran Inovatif 6, no. 1 (2023): 43–49. http://dx.doi.org/10.21009/jpi.061.06.
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Penelitian ini bertujuan untuk menghasilkan produk berupa Self-Directed Learning Online Course untuk Karyawan di PT. Smartfren Telecom, Tbk. Produk Self-Directed Learning Online Course mengenai decision making yang dikembangkan mengacu pada model ILDF (Integrative Learning Design Framework) yang melalui berbagai tahapan utama dan pendukung. Self-Directed Learning Online Course ini telah melalui tahap evaluasi formatif yang melibatkan para ahli dan pengguna (Karyawan di PT. Smartfren Telecom, Tbk). Hasil uji coba ahli (materi, media, dan desain pembelajaran) melalui angket terbuka menyatakan produk ini sudah baik dari berbagai sisi namun tetap diberikan adanya sedikit perbaikan. Kemudian pada tahap uji coba pengguna dengan menggunakan Skala Likert, hasil one-to-one evaluation memperoleh nilai rata-rata keseluruhan yaitu 3.73 (sangat baik) dan melalui small group evaluation memperoleh nilai 3.53 (sangat baik). Hasil evaluasi formatif menunjukkan bahwa produk Self-Directed Learning Online Course mengenai decision making ini sudah sangat baik dan dapat digunakan untuk Karyawan di perusahaan.
 
 
 
 
 
 This research aims to produce a product in the form of a Self-Directed Learning Online Course for Employees at PT. Smartfren Telecom, Tbk. The product on decision making that was developed refers to the ILDF (Integrative Learning Design Framework) model which goes through various main and supporting stages. This Self-Directed Learning Online Course has gone through a formative evaluation stage involving experts and users (Employees at PT. Smartfren Telecom, Tbk). The results of expert trials (materials, media, and instructional design) through an open questionnaire stated that this product was good from various sides but still had some improvements. Then in the user trial phase using the Likert Scale, the results of the one-to-one evaluation obtained an overall average value of 3.73 (very good) and through the small group evaluation the score was 3.53 (very good). The results of the formative evaluation show that the Self-Directed Learning Online Course product regarding decision making is very good and can be used for employees in the company.