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Relevant bibliographies by topics / Veracity

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Academic literature on the topic 'Veracity'

Author: Grafiati

Published: 4 June 2021

Last updated: 16 June 2025

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Journal articles on the topic "Veracity"

1

Kemp, Martin. "Vesalius's veracity." Nature 393, no. 6684 (1998): 421. http://dx.doi.org/10.1038/30867.

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Greco, Peter M. "Public veracity." American Journal of Orthodontics and Dentofacial Orthopedics 164, no. 2 (2023): 159. http://dx.doi.org/10.1016/j.ajodo.2023.05.005.

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Parker, Judy Goforth. "Autonomy or Veracity?" Perspectives in Psychiatric Care 31, no. 2 (2009): 25–29. http://dx.doi.org/10.1111/j.1744-6163.1995.tb00463.x.

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Hill, Joal. "Veracity in medicine." Lancet 362, no. 9399 (2003): 1944. http://dx.doi.org/10.1016/s0140-6736(03)14991-4.

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Mária, Rajka. "VERACITY IN PEDIATRIC PRACTICE." Journal of School and University Medicine 09, no. 01 (2022): 20–22. http://dx.doi.org/10.51546/jsum.2022.9103.

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Sincerity to the patient is a challenge for the doctor. Any clinician or practitioner, even if he has the obligation to provide all the information to his patient about his illness and therapeutic conduct, encounters situations in which he feels that he cannot fulfill this criterion. There are many particular cases when the theory of medical ethics cannot be fully applied in practice. The patient, first of all, and before his quality as a sick person in front of the doctor, is a human being, physically, but also mentally. He has a system of values ??and thoughts of his own and a special way of perceiving his life. Thus, in any situation, each patient will react in a unique way. When the doctor is in front of a patient with a bad diagnosis and prognosis, for example, he will often think about his mental ability to perceive what he hears and how this will influence compliance, as well as his quality of life. The subject of veracity in medicine is a special one, and even more so when we talk about the pediatric patient.

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Berti-Equille, Laure, and Mouhamadou Lamine Ba. "Veracity of Big Data." Journal of Data and Information Quality 7, no. 3 (2016): 1–3. http://dx.doi.org/10.1145/2935753.

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Evans, Cecile B. "A Note on Veracity." Pain Management Nursing 17, no. 5 (2016): 293. http://dx.doi.org/10.1016/j.pmn.2016.08.003.

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Claudino, João Gustavo, Carlos Alberto Cardoso Filho, Daniel Boullosa, et al. "The Role of Veracity on the Load Monitoring of Professional Soccer Players: A Systematic Review in the Face of the Big Data Era." Applied Sciences 11, no. 14 (2021): 6479. http://dx.doi.org/10.3390/app11146479.

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Big Data has real value when the veracity of the collected data has been previously identified. However, data veracity for load monitoring in professional soccer players has not been analyzed yet. This systematic review aims to evaluate the current evidence from the scientific literature related to data veracity for load monitoring in professional soccer. Systematic searches through the PubMed, Scopus, and Web of Science databases were conducted for reports onthe data veracity of diverse load monitoring tools and the associated parameters used in professional soccer. Ninety-four studies were finally included in the review, with 39 different tools used and 578 associated parameters identified. The pooled sample consisted of 2066 footballers (95% male: 24 ± 3 years and 5% female: 24 ± 1 years). Seventy-three percent of these studies did not report veracity metrics for anyof the parameters from these tools. Thus, data veracity was found for 54% of tools and 23% of parameters. The current information will assist in the selection of the most appropriate tools and parameters to be used for load monitoring with traditional and Big Data approaches while identifying those still requiring the analysis of their veracity metrics or their improvement to acceptable veracity levels.

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Burgoon, Judee K. "Predicting Veracity From Linguistic Indicators." Journal of Language and Social Psychology 37, no. 6 (2018): 603–31. http://dx.doi.org/10.1177/0261927x18784119.

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Ample scientific research has confirmed significant linguistic differences between truthful and deceptive discourse in both laboratory and field experiments. That literature is reviewed, followed by presentation of an experiment that tested the effects of veracity on a wide array of linguistic indicators and tested which effects were moderated by motivation and modality. A 2 (veracity: truthful/deceptive) × 2 (incentives: high/low) × 3 (modality: FtF/audio/text) factorial experiment revealed that linguistic indicators of quantity, immediacy, vividness/dominance, specificity, complexity, diversity, and hedging/uncertainty were all affected by veracity, and veracity interacted with motivation in the latter four cases. Only personalism and affect failed to differ between truth and deception. Modality also affected language use but did not interact with veracity. Four linguistic indicators together successfully classified 76% of text-based deception and 76% to 78% of truthful responses from text, audio, and face-to-face interaction. The importance of context in predicting linguistic patterns is emphasized.

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Bowman, James S. "Performance Appraisal: Verisimilitude Trumps Veracity." Public Personnel Management 28, no. 4 (1999): 557–76. http://dx.doi.org/10.1177/009102609902800406.

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Dissertations / Theses on the topic "Veracity"

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Brittan, John. "Veracity of wide-angle seismic data." Thesis, Imperial College London, 1995. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.309316.

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Marques, Bernardo José Santos. "Veracity: low cost physiology assessment tool using virtual reality." Master's thesis, Universidade de Aveiro, 2016. http://hdl.handle.net/10773/22731.

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Mestrado em Engenharia de Computadores e Telemática<br>Anxiety disorders affect many individuals, conditioning their daily life routines. Specific phobia is one example of an anxiety disorder, which is an irrational fear towards an object, or situation. Phobics felt a distorted reality, and usually try to avoid the phobic element, which will only intensify the problem. The evolution of technology and the miniaturization brought to the foreground not only allow the development of portable solutions for the assessment of psychological and behavior but also new possibility to mimic the real world likes Virtual Reality (VR) outside of the laboratory setting. Recent studies, describe Virtual Reality exposure as effective, when compared to in vivo exposure, with the benefit of being less aggressive to the phobic individual. In this dissertation, we propose Veracity, an affordable and portable system, which relies on VR to present more ecological and virtual stimuli to phobic individuals while monitoring their physiological and behaviour response. We used spider phobias as the main case study of our system. While presenting the VR stimuli, using a game divided in a set of increasing difficulty levels, Veracity allows the interaction with the virtual environment through hand gesture. Simultaneously the individual’s reaction is acquired (ECG, HR, RR, VIDEO, Screenshots, 3D objects tracking, etc.) using external resources and two smartphone applications. Veracity also supports data management for post processing integrated with the cloud. The gamification approach and its ability to customize the virtual stimuli provides enough versatility to foster its usefulness in clinical practice as a solution to monitor and elicit natural reactions from individuals with specific phobias.<br>Distúrbios de ansiedade afetam muitos indivíduos, condicionando as suas rotinas. Um exemplo é o caso da fobia específica, um medo irracional em relação a um objeto ou situação. Indivíduos fóbicos sentem uma realidade distorcida, e geralmente, tentam evitar o elemento fóbico, o que intensifica o problema. A evolução da tecnologia não só permite o desenvolvimento de soluções portáteis para a avaliação fisiológica e comportamental, criando novas possibilidades para imitar o mundo real utilizando Realidade Virtual (VR) fora do ambiente controlado de laboratório. Estudos recentes, descrevem a exposição a VR como sendo eficaz quando comparada com a exposição in vivo, sendo menos agressiva para o individuo. Nesta dissertação, propomos o Veracity, um sistema portátil e economicamente acessível, para apresentação de estímulos virtuais a indivíduos fóbicos e interação com esse ambiente através do reconhecimento da mão e gestos enquanto a sua resposta fisiológica e comportamental é monitorizada. O principal caso de estudo do nosso sistema é a fobia de aranhas. O sistema é rápido de configurar, permite a recolha de dados fora do ambiente de laboratório e a exposição a estímulos, que permitem reações mais naturais. Simultaneamente, a reação do indivíduo é adquirida (ECG, HR, RR, VIDEO, Imagens, 3D tracking, etc.), utilizando recursos externos e duas aplicações para dispositivos móveis. Veracity suporta ainda a gestão dos dados recolhidos, para pósprocessamento integrado com a cloud. A sua aproximação baseada em jogos e a sua capacidade de personalizar os estímulos virtuais, proporciona um nível de versatilidadeque, que promove a sua utilidade na prática clínica como uma solução para provocar reações naturais e monitorizarem individuos com fobias específicas.

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Keimig, Kelsey Anne. "The Veracity of Self-Reported Criminal Records among NDSU Students." Thesis, North Dakota State University, 2013. https://hdl.handle.net/10365/27031.

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Campus safety and security are important concerns for colleges and universities. One way security is addressed is through utilization of self-report questions about criminal backgrounds during the admissions process. The current study evaluates this admissions policy by using a systematic random sample of 1,400 students to compare self-reported criminal backgrounds with criminal records listed in four online databases. Results indicate that two individuals within the sample failed to report their criminal backgrounds which included simple assault, burglary, theft, possession of controlled substance, and drug paraphernalia. While the failed reporting rate appears low, caution should be taken interpreting the results. A number of policy implications and directions for future research are discussed.

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Singh, J. P., A. Kumar, Nripendra P. Rana, and Y. K. Dwivedi. "Attention-based LSTM network for rumor veracity estimation of tweets." Springer, 2020. http://hdl.handle.net/10454/17942.

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Yes<br>Twitter has become a fertile place for rumors, as information can spread to a large number of people immediately. Rumors can mislead public opinion, weaken social order, decrease the legitimacy of government, and lead to a significant threat to social stability. Therefore, timely detection and debunking rumor are urgently needed. In this work, we proposed an Attention-based Long-Short Term Memory (LSTM) network that uses tweet text with thirteen different linguistic and user features to distinguish rumor and non-rumor tweets. The performance of the proposed Attention-based LSTM model is compared with several conventional machine and deep learning models. The proposed Attention-based LSTM model achieved an F1-score of 0.88 in classifying rumor and non-rumor tweets, which is better than the state-of-the-art results. The proposed system can reduce the impact of rumors on society and weaken the loss of life, money, and build the firm trust of users with social media platforms.

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Adams, Susan H. "Communication Under Stress: Indicators of Veracity and Deception in Written Narratives." Diss., Virginia Tech, 2002. http://hdl.handle.net/10919/11057.

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This exploratory study examines linguistic and structural features of written narratives for predictive value in determining the likelihood of veracity or deception. Sixty narratives written by suspects and victims identified through the investigation of criminal incidents provided the database. The law enforcement context allowed for the examination of communication under stress. Using a retrospective approach, the veracity or deception of the narratives had already been determined; therefore, the study was able to focus on the degree to which selected linguistic and structural attributes were able to predict veracity and deception. Six research questions guided the study, drawn from theoretical works and research in psychology, linguistics, and criminal justice. Three questions asked whether a positive relationship exists between deception of the narratives and the narrative attributes of equivocation, negation, and relative length of the prologue partition. Three questions asked whether a positive relationship exists between veracity of the narratives and unique sensory details, emotions in the conclusion partition, and quoted discourse. Support was found for the three questions relating to deception and for a relationship between veracity and unique sensory details. Weak support was found for a relationship between veracity and emotions in the conclusion partition. No relationship was found with veracity and the general category of quoted discourse. When quoted discourse without quotation marks was examined separately, a weak relationship with veracity was found. An additional finding was a relationship between relative length of the criminal incident partition and veracity. A logistic regression model was developed to predict veracity or deception using the six predictors from the research questions. The resulting model correctly classified the examined narratives at an 82.1% classification level. The most significant predictor of veracity was unique sensory details; the most significant predictor of deception was length of the prologue partition. The analysis of the examined narratives written by suspects and victims suggests that linguistic and structural features of written narratives are predictive of the likelihood of veracity and deception. These results lend support to the Undeutsch Hypothesis (1989) that truthful narratives differ from fabricated narratives in structure and content.<br>Ph. D.

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Tatar, Can. "Validating the Veracity of User Data Collected and Disclosed by Ad Networks." Digital WPI, 2012. https://digitalcommons.wpi.edu/etd-theses/875.

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"The use of behavioral targeting practices provides ad networks with the opportunity to tailor ads to the individual characteristics of users. As privacy concerns over behavioral targeting have been growing lately, an increasing number of ad networks offer ad preferences managers (APMs) that show collected and/or inferred information about users. The focus of our study is to investigate the accuracy and completeness of the information contained in such APMs. On the basis of our experimental results, we propose a structured methodology for APM validation. We also assess how third parties render ads based on users’ browsing behavior. Our findings reveal cases in which even sensitive information is leaked as part of an HTTP header and is used to serve ads on multiple sites. The third parties examined in this study include an intent-focused data exchange (BlueKai) and a social network (Facebook) along with the ad networks owned by AOL, Google, and Yahoo!."

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Faulkner, Natalie. "Section 24 of the criminal code : navigating veracity and verisimilitude in verbatim theatre." Thesis, Queensland University of Technology, 2007. https://eprints.qut.edu.au/16641/1/Natalie_Faulkner_Thesis.pdf.

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This research project comprises a stage play Section 24 of the Criminal Code, and accompanying exegesis, which focuses upon the experience of a woman accessing the Criminal Justice system after she is raped. The play is in the verbatim model and draws upon court transcript, which is deconstructed to reveal the workings of Defence counsel 'storylines' and meta-narratives of gender, sexual availability and power. The exegesis investigates attitudes toward rape and rape victims perpetuated by Australian popular culture, and the way that myths about false rape complaints and 'deserving victims' continue to influence the reporting and conviction rates for rape. The thesis argues that recent reforms have yet to make an impact on the conviction rate or experience of women accessing the Justice system, because of entrenched misogyny within the system itself. Several factors contribute to widespread ignorance of the reality of our own Criminal Justice system, and the thesis proposes that a work of verbatim theatre may redress the paucity of understanding that enables the dysfunction of the current system. The paper explores the different approaches taken by Verbatim theatre practitioners and the appropriateness of the Verbatim theatre model for communicating this particular (lived) experience. Questions of ownership over one's story, and representation in that story indicate the emancipatory potential of a work. Where practitioners do not have a personal connection to their subject matter or material and access material that is already in the public domain, they may feel a greater freedom to manipulate story and character for dramatic effect, or to suit an activist agenda for change. It is shown that a playwright with a personal connection to her material and subject must address issues of ownership, ethical representation, veracity and verisimilitude when creating a piece of verbatim theatre. Preferencing the truth of the Complainant Woman's experience over the orthodoxies of the well-made play may contribute to a negative response to the work from male audiences. However, the thesis concludes that the subject of rape and its prosecution invokes a gendered response in itself, and ultimately questions the desirability of presenting a play that delivers a palatable story rather than an unpleasant truth.

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Faulkner, Natalie. "Section 24 of the criminal code : navigating veracity and verisimilitude in verbatim theatre." Queensland University of Technology, 2007. http://eprints.qut.edu.au/16641/.

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This research project comprises a stage play Section 24 of the Criminal Code, and accompanying exegesis, which focuses upon the experience of a woman accessing the Criminal Justice system after she is raped. The play is in the verbatim model and draws upon court transcript, which is deconstructed to reveal the workings of Defence counsel 'storylines' and meta-narratives of gender, sexual availability and power. The exegesis investigates attitudes toward rape and rape victims perpetuated by Australian popular culture, and the way that myths about false rape complaints and 'deserving victims' continue to influence the reporting and conviction rates for rape. The thesis argues that recent reforms have yet to make an impact on the conviction rate or experience of women accessing the Justice system, because of entrenched misogyny within the system itself. Several factors contribute to widespread ignorance of the reality of our own Criminal Justice system, and the thesis proposes that a work of verbatim theatre may redress the paucity of understanding that enables the dysfunction of the current system. The paper explores the different approaches taken by Verbatim theatre practitioners and the appropriateness of the Verbatim theatre model for communicating this particular (lived) experience. Questions of ownership over one's story, and representation in that story indicate the emancipatory potential of a work. Where practitioners do not have a personal connection to their subject matter or material and access material that is already in the public domain, they may feel a greater freedom to manipulate story and character for dramatic effect, or to suit an activist agenda for change. It is shown that a playwright with a personal connection to her material and subject must address issues of ownership, ethical representation, veracity and verisimilitude when creating a piece of verbatim theatre. Preferencing the truth of the Complainant Woman's experience over the orthodoxies of the well-made play may contribute to a negative response to the work from male audiences. However, the thesis concludes that the subject of rape and its prosecution invokes a gendered response in itself, and ultimately questions the desirability of presenting a play that delivers a palatable story rather than an unpleasant truth.

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Green-Turner, Shawnee M. "Reflections of reality contradiction and veracity in the art of Tamara de Lempicka, 1921-1939 /." Cincinnati, Ohio University of Cincinnati, 2005. http://www.ohiolink.edu/etd/view.cgi?acc%5Fnum=ucin1116263466.

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Lilienthal, Sonja K. "Service recovery in sport service contexts : an investigation of the veracity of the recovery paradox." The Ohio State University, 1997. http://rave.ohiolink.edu/etdc/view?acc_num=osu1300215011.

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Books on the topic "Veracity"

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Bynum, Laura. Veracity. Pocket Books, 2010.

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Bynum, Laura. Veracity. Pocket Books, 2010.

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Bynum, Laura. Veracity. Pocket Books, 2010.

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Bynum, Laura. Veracity. Pocket Books, 2010.

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Berti-Équille, Laure, and Javier Borge-Holthoefer. Veracity of Data. Springer International Publishing, 2016. http://dx.doi.org/10.1007/978-3-031-01855-8.

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Pendyala, Vishnu. Veracity of Big Data. Apress, 2018. http://dx.doi.org/10.1007/978-1-4842-3633-8.

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Shapter, Michael. Are photographs truthful? Whence veracity? Cambridge Scholars Publishing, 2018.

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A, Baugh Joyce, ed. The real Clarence Thomas: Confirmation veracity meets performance reality. P. Lang, 2000.

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Harvey, M. The testimony of Nineveh to the veracity of the Bible. T. McConnan, 1993.

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Riklin, Alois. Wahrhaftigkeit in der Politik: Abschiedsvorlesung =Veracity in politics : farewell lecture. Stämpfli, 2001.

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Book chapters on the topic "Veracity"

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Tachibana, S. "Veracity." In The Ethics of Buddhism. Routledge, 2021. http://dx.doi.org/10.4324/9781315026008-20.

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Berti-Équille, Laure, and Javier Borge-Holthoefer. "Transdisciplinary Challenges of Truth Discovery." In Veracity of Data. Springer International Publishing, 2016. http://dx.doi.org/10.1007/978-3-031-01855-8_6.

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Berti-Équille, Laure, and Javier Borge-Holthoefer. "Information Extraction." In Veracity of Data. Springer International Publishing, 2016. http://dx.doi.org/10.1007/978-3-031-01855-8_2.

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Berti-Équille, Laure, and Javier Borge-Holthoefer. "Trust Computation." In Veracity of Data. Springer International Publishing, 2016. http://dx.doi.org/10.1007/978-3-031-01855-8_4.

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Berti-Équille, Laure, and Javier Borge-Holthoefer. "Misinformation Dynamics." In Veracity of Data. Springer International Publishing, 2016. http://dx.doi.org/10.1007/978-3-031-01855-8_5.

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Berti-Équille, Laure, and Javier Borge-Holthoefer. "Introduction to Data Veracity." In Veracity of Data. Springer International Publishing, 2016. http://dx.doi.org/10.1007/978-3-031-01855-8_1.

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Berti-Équille, Laure, and Javier Borge-Holthoefer. "Truth Discovery Computation." In Veracity of Data. Springer International Publishing, 2016. http://dx.doi.org/10.1007/978-3-031-01855-8_3.

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Pendyala, Vishnu. "Veracity of Web Information." In Veracity of Big Data. Apress, 2018. http://dx.doi.org/10.1007/978-1-4842-3633-8_2.

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Perera, Judith, Ewan Tempero, Yu-Cheng Tu, and Kelly Blincoe. "Veracity Debt: Practitioners Voices on Managing Software Requirements Concerning Veracity." In Lecture Notes in Computer Science. Springer Nature Switzerland, 2025. https://doi.org/10.1007/978-3-031-88531-0_2.

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Pendyala, Vishnu. "The Big Data Phenomenon." In Veracity of Big Data. Apress, 2018. http://dx.doi.org/10.1007/978-1-4842-3633-8_1.

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Conference papers on the topic "Veracity"

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Bellouqi, Mohamed Amine, and Ismail Assayad. "Data Veracity Analysis in Social Media - A Review." In 2024 5th International Conference on Big Data Analytics and Practices (IBDAP). IEEE, 2024. http://dx.doi.org/10.1109/ibdap62940.2024.10689707.

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Tonglet, Jonathan, Gabriel Thiem, and Iryna Gurevych. "COVE: COntext and VEracity prediction for out-of-context images." In Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers). Association for Computational Linguistics, 2025. https://doi.org/10.18653/v1/2025.naacl-long.102.

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Srivastav, Anup Kumar, Virender Ranga, and Dinesh Kumar Vishwakarma. "Enhancing Veracity: Leveraging Machine Learning Ensemble Methods For Fake News Detection." In 2024 1st International Conference on Advances in Computing, Communication and Networking (ICAC2N). IEEE, 2024. https://doi.org/10.1109/icac2n63387.2024.10895536.

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Cekinel, Recep Firat, and Pinar Karagoz. "Explaining Veracity Predictions with Evidence Summarization: A Multi-Task Model Approach." In 2024 IEEE International Conference on Big Data (BigData). IEEE, 2024. https://doi.org/10.1109/bigdata62323.2024.10825442.

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Gurumurthy, Swaminathan, Karnik Ram, Bingqing Chen, Zachary Manchester, and Zico Kolter. "From Variance to Veracity: Unbundling and Mitigating Gradient Variance in Differentiable Bundle Adjustment Layers." In 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). IEEE, 2024. http://dx.doi.org/10.1109/cvpr52733.2024.02597.

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Bire, Pranav, Om Ambalkar, Ritesh Bagade, Pradnya Mehta, and Anuradha Yenkikar. "Preserving the Veracity of Digital Media using Neural Network Based Detection of Deepfake Videos." In 2024 IEEE International Conference on Blockchain and Distributed Systems Security (ICBDS). IEEE, 2024. https://doi.org/10.1109/icbds61829.2024.10837046.

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Eldifrawi, Islam, Shengrui Wang, and Amine Trabelsi. "Automated Justification Production for Claim Veracity in Fact Checking: A Survey on Architectures and Approaches." In Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). Association for Computational Linguistics, 2024. http://dx.doi.org/10.18653/v1/2024.acl-long.361.

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Birk, Yitzhak, Idit Keidar, Liran Liss, Assaf Schuster, and Ran Wolff. "Veracity radius." In the twenty-fifth annual ACM symposium. ACM Press, 2006. http://dx.doi.org/10.1145/1146381.1146399.

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Yu, Ning, and Graham Horwood. "Veracity Enriched Event Extraction." In 2018 International Workshop on Social Sensing (SocialSens). IEEE, 2018. http://dx.doi.org/10.1109/socialsens.2018.00010.

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Stinson, K. J., M. Reshef, W. K. Chan, E. Crase, M. Roth, and S. Levy. "Automatic Imaging – Velocity Veracity." In 66th EAGE Conference & Exhibition. European Association of Geoscientists & Engineers, 2004. http://dx.doi.org/10.3997/2214-4609-pdb.3.c018.

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Reports on the topic "Veracity"

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Erez, Mattan, Michael Orshansky, and Derek Chiou. Validating Extreme Scale Resilience with Veracity (Final Project Report). Office of Scientific and Technical Information (OSTI), 2020. http://dx.doi.org/10.2172/1633735.

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Dabkowski, John. PR-151-634-R01 Power Line Fault Current Coupling Pipeline Coating Impedance. Pipeline Research Council International, Inc. (PRCI), 1988. http://dx.doi.org/10.55274/r0011923.

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Research into the induction and conduction coupling response of a pipeline co-located with an electric power transmission line to assess the high voltage coupling response under fault conditions. Capacitive discharge tests were performed on primarily fusion bonded epoxy and coal tar enamel coatings containing discrete individual holidays (circa 1985). A pipeline coating response model to high voltage stress was developed, but questions arose within the pipeline community as to the veracity of capacitate discharge coating testing when the coupling was from overhead alternating current electric power transmission lines.

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Senter, Stuart M., Andrew B. Dollins, and Donald J. Krapohl. Comparison of Utah and DoDPI Scoring Accuracy: Equating Veracity Decision Rule, Chart Rule, and Number of Data Channels Used. Defense Technical Information Center, 2000. http://dx.doi.org/10.21236/ada382164.

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Albert, Jose Ramon, Aniceto Jr Orbeta, Kris Ann Melad, and Mohammad Mahmoud. https://pids.gov.ph/publication/discussion-papers/is-the-4ps-targeting-and-reaching-the-right-beneficiaries-an-assessment-of-the-veracity-of-the-list-of-pantawid-pamilya-4ps-beneficiaries. Philippine Institute for Development Studies, 2024. https://doi.org/10.62986/dp2024.27.

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Abstract:

This study represents the first comprehensive assessment of the Pantawid Pamilyang Pilipino Program's (4Ps) beneficiary targeting system, called the National Household Targeting System for Poverty Reduction (NHTS-PR) or Listahanan, since the program's institutionalization under Republic Act 11310 in 2019. Conducted by the Philippine Institute for Development Studies (PIDS) as mandated by law, this research examines both the accuracy of beneficiary information and the effectiveness of the program's targeting mechanisms in reaching intended beneficiaries. Through a dual-component analysis examining both data veracity and targeting effectiveness, the study evaluates how well the 4Ps identifies and reaches poor households while maintaining accurate beneficiary records. The study combines extensive primary data collection through a nationwide survey with sophisticated statistical analysis of the targeting accuracy, providing a comprehensive assessment of the program's beneficiary identification and management systems. Key findings reveal both strengths and challenges in the program's implementation. While static demographic information maintains high consistency rates (e.g., household address consistency at 90-94%), dynamic information such as employment and educational status shows notably lower consistency (e.g., employment status consistency at 71-76%). The analysis demonstrates strong progressive targeting conducted through a proxy means test, with 71.9% of 4Ps beneficiaries coming from the bottom three income deciles, though significant urban-rural variations exist (e.g., 27% of rural beneficiaries fall into the poorest decile compared to 7.9% in urban areas). These findings point to specific areas for systematic improvement in both targeting methodology and information management systems. The study's recommendations aim to enhance both the precision of beneficiary targeting and the reliability of program information systems, ultimately supporting more effective poverty reduction through improved program implementation. These findings have significant implications for policy refinement and operational improvements in one of the Philippines' flagship social protection programs.

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