Relevant bibliographies by topics / Collaborative-Based Approach

Contents

  1. Journal articles
  2. Dissertations / Theses
  3. Books
  4. Book chapters
  5. Conference papers
  6. Reports

Academic literature on the topic 'Collaborative-Based Approach'

Author: Grafiati
Published: 5 June 2025
Last updated: 2 August 2025

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Journal articles on the topic "Collaborative-Based Approach"

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Trivedi, Rutansh. "Collaborative Filtering Using a Regression - Based Approach and Classification-Based Approach." IJARCCE 7, no. 12 (2018): 31–34. http://dx.doi.org/10.17148/ijarcce.2018.71207.

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Begibaevna, Turemuratova Aziza, Arzueva Ayjamal Azamat qizi, Kujamuratova Gulnaz Jumabayevna, and Iskendarova Shayra Sabirovna. "PEDAGOGICAL MECHANISMS OF DEVELOPING COLLABORATIVE SKILLS OF STUDENTS BASED ON A MULTI-VECTOR APPROACH." International Journal of Pedagogics 4, no. 9 (2024): 55–62. http://dx.doi.org/10.37547/ijp/volume04issue09-11.

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Pedagogical and psychological studies were carried out to improve the collaborative skills of young students by implementing multi-vector approaches to the analysis of pedagogical mechanisms in education. The main goal and tasks of this research was to develop a modern educational model with the help of pedagogical educational programs. Multi-vector approaches based on new pedagogical mechanisms have been analyzed to further increase their psychological state, spirit and interest in education in the formation of collaborative skills of the young generation.
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Begibaevna, Turemuratova Aziza, Asamatdinova Bazargul Bakhadirovna, Ismailova Zaynab Rinat kizi, and Aytboyeva Shaira Sapargali kizi. "PEDAGOGICAL FOUNDATIONS OF DEVELOPING STUDENTS' COLLABORATIVE SKILLS BASED ON A MULTI-VECTOR APPROACH." European International Journal of Pedagogics 4, no. 11 (2024): 183–87. http://dx.doi.org/10.55640/eijp-04-11-36.

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Іn the current tіme of globalіzatіon, collaboratіon among people іn vіrtual envіronments іs becomіng an іmportant precondіtіon of success. Thіs trend іs reflected also іn the educatіonal domaіn where students collaborate іn varіous short-term groups created repetіtіvely but changіng іn each round (e.g. іn MOOCs). Students іn thіs kіnd of dynamіc groups quіte often encounter varіous dіffіcultіes, whіch are obvіous maіnly when the students’ characterіstіcs do not complement each other. Іn spіte of varіous group formatіon methods aіmed to solve the group compatіbіlіty problem, most of the exіstіn
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Cooper, Dorothy, and Brad Christensen. "Marketing Community-Based Services: A Collaborative Approach." Social Marketing Quarterly 2, no. 3 (1995): 18–23. http://dx.doi.org/10.1177/152450049500200303.

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LOVINGER, SARAH PRESSMAN. "Collaborative, Evidence-Based Approach Encouraged for Depression." Clinical Psychiatry News 35, no. 7 (2007): 28. http://dx.doi.org/10.1016/s0270-6644(07)70446-0.

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Vucetic, Slobodan, and Zoran Obradovic. "Collaborative Filtering Using a Regression-Based Approach." Knowledge and Information Systems 7, no. 1 (2005): 1–22. http://dx.doi.org/10.1007/s10115-003-0123-8.

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Zhao, Wentao, and Dewang Wang. "Similarity-based Graph Convolution Collaborative Recommendation Approach." International Journal of Computer Science and Information Technology 3, no. 1 (2024): 158–72. http://dx.doi.org/10.62051/ijcsit.v3n1.21.

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With the rapid and iterative development of science and technology, a large amount of information exceeds the range that can be accepted, processed, or effectively utilized by an individual or a system, and recommendation algorithms can, to a certain extent, solve such problems, but traditional recommendation algorithms do not have a good solution to the problems related to data sparsity and recommendation accuracy. A similarity-based graph convolutional neural collaborative recommendation method (GCSCF) is proposed. The similarity algorithm based on the attributes of the item is used to find
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Begibaevna, Turemuratova Aziza, Bayniyazova Rano Maxamatdinovna, Raimberganov Bobur Rashid o‘g’li, and Aminova Aziza Maxmudovna. "PEDAGOGICAL MECHANISMS OF DEVELOPING COLLABORATIVE SKILLS OF STUDENTS BASED ON A MULTI-VECTOR APPROACH." European International Journal of Pedagogics 4, no. 9 (2024): 13–15. http://dx.doi.org/10.55640/eijp-04-09-03.

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The possibility of using a multi-vector model of the zone of proximal development for a qualitative analysis of the cognitive-personal dynamics of a child's development in the process of overcoming learning difficulties is described. The model was developed within the framework of a reflexive-activity approach to providing advisory assistance. The use of this model in the analysis of the dynamics of a child's cognitive-personal development makes it possible to establish "steps in development" recorded as new formations in the child's cognitive abilities and to determine personal characteristic
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HUANG, Guang-qiu. "Approach to collaborative filtering recommendation based on HMM." Journal of Computer Applications 28, no. 6 (2008): 1601–4. http://dx.doi.org/10.3724/sp.j.1087.2008.01601.

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Shirbhate, Pranoti. "Travel-Package Recommendation Model based on Collaborative Approach." International Journal for Research in Applied Science and Engineering Technology 7, no. 5 (2019): 3809–13. http://dx.doi.org/10.22214/ijraset.2019.5625.

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Dissertations / Theses on the topic "Collaborative-Based Approach"

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Sagar, Musbah Sh. "A web-based approach to engineering adaptive collaborative applications." Thesis, Oxford Brookes University, 2009. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.501964.

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Current methods employed to develop collaborative applications have to make decisions and speculate about the environment in which the application will operate within, the network infrastructure that will be used and the device type the application will operate on. These decisions and assumptions about the environment in which collaborative applications were designed to work are not ideal. These methods produce collaborative applications that are characterised as being inflexible, working on homogeneous networks and single platforms, requiring pre-existing knowledge of the data and information
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Zhao, Jianbin, and 趙建賓. "A portalet-based DIY approach to collaborative product commerce." Thesis, The University of Hong Kong (Pokfulam, Hong Kong), 2004. http://hub.hku.hk/bib/B27769793.

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Perera, Ravi Srinath. "Case-based estimating and design : towards a collaborative approach." Thesis, University of Salford, 1997. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.245031.

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Lima, Dutra Moisés. "An ontology-based approach to manage conflicts in collaborative design." Thesis, Lyon 1, 2009. http://www.theses.fr/2009LYO10241/document.

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De nos jours, les projets de conception complexes de produits exigent que les équipes de concepteurs se réunissent pour faciliter le partage de leurs compétences et expertises respectives afin de produire un ensemble de solutions de conception efficace. Dû au besoin croissant d’échanger les connaissances, les projets de conception modernes sont encore plus structurés pour travailler avec des équipes distribuées qui collaborent sur un réseau informatique pour accomplir une conception optimale de produit. Néanmoins, dans ce processus de conception collaborative, l'intégration d'équipes multidisc
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Lima, Dutra Moisés, and Dutra Moisés Lima. "An ontology-based approach to manage conflicts in collaborative design." Phd thesis, Université Claude Bernard - Lyon I, 2009. http://tel.archives-ouvertes.fr/tel-00692473.

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Today's complex design projects require teams of designers to work collaboratively by sharing their respective expertise in order to produce effective design solutions. Due to the increasing need for exchanging knowledge, modern design projects are more structured to work with distributed virtual teams that collaborate over computer networks to achieve overall optimization in design. Nevertheless, in a collaborative design process, the integration of multidisciplinary virtual teams - involving exchange and sharing of knowledge and expertise - frequently and inevitably generates conflicting sit
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Law, Kan-chung Kenneth. "Collaborative learning : web-based teaching in secondray physics classroom /." Hong Kong : University of Hong Kong, 2002. http://sunzi.lib.hku.hk/hkuto/record.jsp?B25474510.

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羅勤忠 and Kan-chung Kenneth Law. "Collaborative learning: web-based teaching insecondray physics classroom." Thesis, The University of Hong Kong (Pokfulam, Hong Kong), 2002. http://hub.hku.hk/bib/B31256351.

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Yu, Hong. "A data-driven approach for personalized drama management." Diss., Georgia Institute of Technology, 2015. http://hdl.handle.net/1853/53851.

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An interactive narrative is a form of digital entertainment in which players can create or influence a dramatic storyline through actions, typically by assuming the role of a character in a fictional virtual world. The interactive narrative systems usually employ a drama manager (DM), an omniscient background agent that monitors the fictional world and determines what will happen next in the players' story experience. Prevailing approaches to drama management choose successive story plot points based on a set of criteria given by the game designers. In other words, the DM is a surrogate for th
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Ozbal, Gozde. "A Content Boosted Collaborative Filtering Approach For Movie Recommendation Based On Local &amp." Master's thesis, METU, 2009. http://etd.lib.metu.edu.tr/upload/12610984/index.pdf.

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Recently, it has become more and more difficult for the existing web based systems to locate or retrieve any kind of relevant information, due to the rapid growth of the World Wide Web (WWW) in terms of the information space and the amount of the users in that space. However, in today&#039<br>s world, many systems and approaches make it possible for the users to be guided by the recommendations that they provide about new items such as articles, news, books, music, and movies. However, a lot of traditional recommender systems result in failure when the data to be used throughout the recommenda
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Ngo, Tramy. "Collaborative marketing for the business sustainability of community-based tourism enterprises: a knowledge co-production approach." Thesis, Griffith University, 2018. http://hdl.handle.net/10072/381376.

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Community-based tourism enterprises (CBTEs) have been extensively promoted in less developed countries as an entrepreneurship-based approach to community- based tourism (CBT) initiatives. CBTEs are designed to deliver benefits to wider communities at the grassroots level at a destination. However, these enterprises are not always successful. Marketing issues are a key reason for business failure. Local entrepreneurs of CBTEs quite often have difficulty in independently promoting their business, particularly at the infant stages of the business life cycle, and this highlights the
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Books on the topic "Collaborative-Based Approach"

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E, Poulin John, ed. Strengths-based generalist practice: A collaborative approach. 2nd ed. Brooks/Cole--Thomson Learning, 2005.

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Dexheimer, Pharris Margaret, ed. Community-based collaborative action research: A nursing approach. Jones & Bartlett Learning, 2012.

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service), SpringerLink (Online, ed. Collaborative Planning in Supply Chains: A Negotiation-Based Approach. Springer-Verlag Berlin Heidelberg, 2009.

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Belanich, James. Web-based collaborative learning: An assessment of a question-generation approach. U.S. Army Research Institute for the Behavioral and Social Sciences, 2003.

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Selekman, Matthew D. Working with self-harming adolescents: A collaborative, strengths-based therapy approach. 2nd ed. W.W. Norton, 2006.

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Belanich, James. Web-based collaborative learning: An assessment of a question-generation approach. U.S. Army Research Institute for the Behavioral and Social Sciences, 2003.

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Belanich, James. Web-based collaborative learning: An assessment of a question-generation approach. U.S. Army Research Institute for the Behavioral and Social Sciences, 2003.

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1957-, Selekman Matthew D., ed. Working with self-harming adolescents: A collaborative, strengths-based therapy approach. 2nd ed. W.W. Norton, 2006.

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1966-, Thompson Kevin, ed. The residential youth care worker in action: A collaborative, competency-based approach. Haworth Mental Health Press, 1999.

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Chung, Gregory K. W. K., Herl Howard E, and Educational Resources Information Center (U.S.), eds. Computer-based collaborative knowledge mapping to measure team processes and team outcomes. National Center for Research on Evaluation, Standards, and Student Testing, Center for the Study of Evaluation, Graduate School of Education & Information Studies, University of California, Los Angeles, 1999.

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Book chapters on the topic "Collaborative-Based Approach"

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Ren, Lei, Junzhong Gu, and Weiwei Xia. "A Temporal Item-Based Collaborative Filtering Approach." In Communications in Computer and Information Science. Springer Berlin Heidelberg, 2011. http://dx.doi.org/10.1007/978-3-642-27183-0_44.

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Hsieh, Shang-Hsien, and Ming-Der Lu. "Collaborative Engineering Software Development: Ontology-Based Approach." In Lecture Notes in Computer Science. Springer Berlin Heidelberg, 2006. http://dx.doi.org/10.1007/11888598_31.

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Obe, Patricia Aluko, Jennifer Brings, Marian Daun, et al. "Goal-Based Strategy Exploration." In Model-Based Engineering of Collaborative Embedded Systems. Springer International Publishing, 2020. http://dx.doi.org/10.1007/978-3-030-62136-0_9.

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AbstractWhen collaborative embedded systems (CESs) connect to form a group, this collaborative system group (CSG) can achieve goals that are beyond the reach of individual systems. The goals such a group can achieve depend on the constituent collaborative embedded systems. Consequently, the ability of a collaborative system group to adapt itself is driven by the capabilities of its collaborative embedded systems. This tight interconnection impedes the manual handling of adaptation strategies. Therefore, this chapter introduces a goal-based approach for strategy exploration that considers the p
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Berkani, Lamia. "Social-Based Collaborative Recommendation: Bees Swarm Optimization Based Clustering Approach." In Model and Data Engineering. Springer International Publishing, 2019. http://dx.doi.org/10.1007/978-3-030-32065-2_11.

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Li, Jun-huai, Xue-song Li, Hai-ling Liu, Xi-jie Han, and Jing Zhang. "Fuzzy Collaborative Filtering Approach Based on Semantic Distance." In Advances in Soft Computing. Springer Berlin Heidelberg, 2009. http://dx.doi.org/10.1007/978-3-642-03664-4_21.

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Ma, Xuefeng, Bo Li, and Qi An. "A Network-Based Approach for Collaborative Filtering Recommendation." In Behavior and Social Computing. Springer International Publishing, 2013. http://dx.doi.org/10.1007/978-3-319-04048-6_11.

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Burke, Robin. "A Case-Based Reasoning Approach to Collaborative Filtering." In Lecture Notes in Computer Science. Springer Berlin Heidelberg, 2000. http://dx.doi.org/10.1007/3-540-44527-7_32.

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Wehrstedt, Jan Christoph, Jennifer Brings, Birte Caesar, et al. "Modeling and Analyzing Context-Sensitive Changes during Runtime." In Model-Based Engineering of Collaborative Embedded Systems. Springer International Publishing, 2020. http://dx.doi.org/10.1007/978-3-030-62136-0_6.

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AbstractFor collaborative embedded systems, it is essential to consider not only the behavior of each system and the interaction between systems, but also the interaction of systems with their often dynamic and unknown context.In this chapter, we present a solution approach based on process building blocks— describing both the modelling approach as well as the model execution approach—for engineering and operation to achieve the goal of developing systems that deal with dynamics in their open context at runtime by re-using the models from the engineering phase.
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Gerostathopoulos, Ilias, and Alexander auf der Straße. "Online Experiment-Driven Learning and Adaptation." In Model-Based Engineering of Collaborative Embedded Systems. Springer International Publishing, 2020. http://dx.doi.org/10.1007/978-3-030-62136-0_15.

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AbstractThis chapter presents an approach for the online optimization of collaborative embedded systems (CESs) and collaborative system groups (CSGs). Such systems have to adapt and optimize their behavior at runtime to increase their utilities and respond to runtime situations. We propose to model such systems as black boxes of their essential input parameters and outputs, and search efficiently in the space of input parameters for values that optimize (maximize or minimize) the system’s outputs. Our optimization approach consists of three phases and combines online (Bayesian) optimization wi
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Sousa, Cristóvão, Carla Pereira, and António Soares. "Collaborative Elicitation of Conceptual Representations: A Corpus-Based Approach." In Advances in Intelligent Systems and Computing. Springer Berlin Heidelberg, 2013. http://dx.doi.org/10.1007/978-3-642-36981-0_11.

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Conference papers on the topic "Collaborative-Based Approach"

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HK, Jayaramu, and Suman Kumar Maji. "LSTM-Based Collaborative Filtering Approach for Movie Recommendation." In 2024 IEEE 21st India Council International Conference (INDICON). IEEE, 2024. https://doi.org/10.1109/indicon63790.2024.10958293.

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Tejasvat, Toshit, Jayaramu HK, and Suman Kumar Maji. "GNN-Based Collaborative Filtering Approach for Movie Recommender System." In 2025 National Conference on Communications (NCC). IEEE, 2025. https://doi.org/10.1109/ncc63735.2025.10982846.

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Yang, Jin-Min, and Kin Fun Li. "An Inference-based Collaborative Filtering Approach." In Third IEEE International Symposium on Dependable, Autonomic and Secure Computing (DASC 2007). IEEE, 2007. http://dx.doi.org/10.1109/dasc.2007.20.

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Yang, Jin-Min, and Kin Fun Li. "An Inference-based Collaborative Filtering Approach." In Third IEEE International Symposium on Dependable, Autonomic and Secure Computing (DASC 2007). IEEE, 2007. http://dx.doi.org/10.1109/isdasc.2007.4351392.

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Bing Xu and Yonghai Yu. "Multi-agent based approach to collaborative shopping." In 2010 IEEE 11th International Conference on Computer-Aided Industrial Design & Conceptual Design 1. IEEE, 2010. http://dx.doi.org/10.1109/caidcd.2010.5681938.

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Wang, Jian Xun, and Ming Xi Tang. "An Agent-Based Approach to Collaborative Product Design." In ASME 2006 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference. ASMEDC, 2006. http://dx.doi.org/10.1115/detc2006-99149.

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The growth of computer science and technology has brought new opportunities for multidisciplinary designers and engineers to collaborate with each other in a concurrent and coordinated manner. The development of computational agents with unified data structures and software protocols can contribute to the establishment of a new way of working in collaborative design, which is increasingly becoming an international practice. In this paper, we first propose a computational model of collaborative product design management aiming to improve the efficiency and effectiveness of the cooperation and c
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AlAgha, Iyad, and Liz Burd. "An Ontology Based Approach for Context Based Collaborative Browsing." In 2009 Ninth IEEE International Conference on Advanced Learning Technologies (ICALT). IEEE, 2009. http://dx.doi.org/10.1109/icalt.2009.26.

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Kim, Kyung Soo, Jun Yeop Lee, and Yong Suk Choi. "Metadata based combined approach for effective collaborative recommendation." In the 2014 Conference. ACM Press, 2014. http://dx.doi.org/10.1145/2663761.2664189.

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Caetano, Marcos F., and Jacir L. Bordim. "A Cluster Based Collaborative Cache Approach for MANETs." In 2010 First International Conference on Networking and Computing (ICNC). IEEE, 2010. http://dx.doi.org/10.1109/ic-nc.2010.41.

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Aburukba, Raafat, Hamada Ghenniwa, and Weiming Shen. "Agent-Based Dynamic Scheduling Approach for Collaborative Manufacturing." In 2007 11th International Conference on Computer Supported Cooperative Work in Design. IEEE, 2007. http://dx.doi.org/10.1109/cscwd.2007.4281477.

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Reports on the topic "Collaborative-Based Approach"

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Gerecke, William, Douglas Enas, and Susan Gottschlich. A Distributed Collaborative Workflow Based Approach to Data Collection and Analysis. Defense Technical Information Center, 2004. http://dx.doi.org/10.21236/ada466000.

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Raja, Rameez Ali, Vidushi Toshniwal, and Rodrigo Salgado. GIS-Based Geotechnical Database for Collaborative GIS. Purdue University, 2023. http://dx.doi.org/10.5703/1288284317637.

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INDOT spends at least 8 million dollars annually on geotechnical site investigations, not including the amounts spent by contractors. The laborious and costly job of data collection in geotechnical practice requires the efficient storing and organizing of this valuable data to develop correlations and trends in spatially varying geotechnical data. INDOT currently uses gINT software for managing geotechnical data and ArcGIS for storing boring logs and geotechnical reports. The INDOT geotechnical office is pursuing means to improve the efficiency of their operations by developing a GIS-based geo
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She, Ruifeng, and Yanfeng Ouyang. Analysis of Drone-based Last-mile Delivery Systems under Aerial Congestion: A Continuum Approximation Approach. Illinois Center for Transportation, 2023. http://dx.doi.org/10.36501/0197-9191/23-014.

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This paper presents a systematic analysis and design framework for a spectrum of last-mile delivery systems that leverage unmanned aerial vehicles (UAVs). Four distinct modes are considered: (1) direct drone deliveries from a fixed depot; (2) drone deliveries from parked trucks that carry bulk parcels to customer neighborhoods; (3) drone deliveries from nonstopping trucks that tour customer neighborhoods; and (4) as a benchmark, traditional truck-based home deliveries. We present a new continuum-approximation approach that is used for analysis of both truck routing and aerial-UAV traffic. We c
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Alexander, Karin, Ludovico Alcorta, Cecília Robertson dos Santos, Cathy Shutt, and Alex Shankland. Succeeding in the Snakes and Ladders Game of Development in Mozambique: The Role of Collaborative Approaches. Institute of Development Studies, 2025. https://doi.org/10.19088/ids.2025.045.

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The existing wisdom on efforts to promote accountability highlights the importance of ‘thinking and working politically’ (TWP) and moving from confrontational to collaborative approaches. This is particularly relevant given current trends, including closing civic space and the decline in international development cooperation funding for service delivery and accountability work. This report explores the innovative use of the board game Snakes and Ladders as a heuristic tool to analyse and encourage collaboration in Mozambique’s health sector. Drawing on the POTENCIAR programme, a UK aid-funded
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Eggleston, Karen N. Evidence-Based Public–Private Collaboration in the Health Sector: The Potential for Collaborative Governance to Contribute to Economic Recovery from COVID-19 in Asia. Asian Development Bank, 2023. http://dx.doi.org/10.22617/wps230027-2.

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This South Asia Working Paper explores the benefits and trade-offs of harnessing private sector health services as governments look to build more resilient, accessible, and affordable health systems and support the post-pandemic recovery. It considers why governments must continuously decide whether to produce or buy-in services, analyzes how public-private collaborations can bolster the social sector, and explores how these helped governments respond to the pandemic and its aftermath. Outlining the role ADB can play, the paper recommends governments adopt an evidence-based approach, encourage
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Adams, Jonathan, Ross Potter, and Martin Szomszor. Unveiling the true impact of international research collaboration. Clarivate, 2024. http://dx.doi.org/10.14322/isi.grr.unvieling.impact.international.research.collaboration.2024.

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Governments, along with their electorates need to base their decisions and actions on reliable information. Indices of academic impact based on citation data extracted from the Web of Science™ are correlated with peer judgments on academic achievement and are widely used in research management and policy planning. However, an over reliance on citation impact indicators can be misleading and prone to misinterpretation in analysis, if the underlying distribution is not also thoroughly examined. A new approach to indexing the impact of domestic and collaborative research, Collaborative CNCI (Coll
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Rosen, Jeffrey A., Kesha Hudson, Susan Rotermund, Cheryl Roberts, and Anna-Lisa Mackey. Social Emotional Learning in Middle School: Developing Evidence-Based Programs. RTI Press, 2022. http://dx.doi.org/10.3768/rtipress.2022.op.0075.2207.

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This article focuses attention on a critical need for more evidence-based social emotional learning (SEL) programs for middle school students. First, we explore the definition of SEL, pointing out how it has evolved as our world has changed. We review key SEL domains and skills and describe universal school-based SEL programming as one approach to fostering students’ SEL competencies. We highlight the ongoing need for evidence-based middle school SEL programs by demonstrating how few programs meet the rigorous What Works Clearinghouse (WWC), Collaborative for Academic, Social, and Emotional Le
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Liberman, Babe, and Viki Young. Equity in the Driver’s Seat: A Practice-Driven, Equity-Centered Approach for Setting R&D Agendas in Education. Digital Promise, 2020. http://dx.doi.org/10.51388/20.500.12265/100.

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Education research is too often based on gaps in published research or the niche interests of researchers, rather than the priority challenges faced by schools and districts. As a result, the education studies that researchers design and publish are often not applicable to schools’ most pressing needs. To spur future research to address the specific equity goals of schools and districts, Digital Promise set out to define and test a collaborative process for developing practice-driven, equity-centered R&amp;D agendas. Our process centered on convening a range of education stakeholders to listen
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Vano, Julie, Tanya Petach, Jeffrey Deems, et al. A Collaborative, In Situ Mountain Hydrology NASA Test Bed. Aspen Global Change Institute, 2024. http://dx.doi.org/10.69925/vcbq9771.

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Beginning primarily as snowmelt from the Rocky Mountains, the Colorado River supplies water to over 40 million people in seven U.S. states and Mexico. As demand for water grows and climate-driven drought threatens supply, there is an urgent need to advance decision-relevant hydrologic research in this region, which serves as an example for similarly positioned mountain headwaters around the world. Within this report we share the design for a collaborative process for testing innovative approaches to doing research—a test bed for short—that leverages existing research efforts and articulates st
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Arrona, Ainhoa. Can interpretive policy analysis contribute to a critical scholarship on regional innovation policy studies? Universidad de Deusto, 2017. http://dx.doi.org/10.18543/anfz6835.

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There are an increasing number of critical voices within the innovation community who are raising questions around the relevance of innovation policy research to innovation policy practice. With the aim of contributing to a more relevant regional innovation policy research, this paper, builds on reflections along these lines presented by Morlacchi and Martin (2009), followed by Uyarra, Flanagan and Laranja (Flanagan &amp; Uyarra, 2016; Flanagan, Uyarra, &amp; Laranja, 2011), as well as issues raised and developed by action research scholars in general and the ‘action research for territorial d
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