Journal Articles and Book Chapters
2. Singh, V. K., Ghosh, I., & Sonagara, D. (2021). Detecting fake news stories via multimodal analysis. Journal of the Association for Information Science and Technology, 72(1), 3-17.
3. Bati, G. F., & Singh, V. K. (2021). Altrumetrics: Inferring Altruism Propensity Based on Mobile Phone Use Patterns. IEEE Transactions on Big Data. 7 (2), 397-406. DOI: 10.1109/TBDATA.2018.2873346.
4. Bati, G. F., & Singh, V. K. (2021). NADAL: A Neighbor-Aware Deep Learning Approach for Inferring Interpersonal Trust Using Smartphone Data. Computers, 10(1), 3.
5. Singh, V. K., André, E., Boll, S., Hildebrandt, M., & Shamma, D. A. (2020). Legal and ethical challenges in multimedia research. IEEE MultiMedia, 27(2), 46-54.
6. Choi, D., Shah, C., & Singh, V. (2020). Investigating information seeking in physical and online environments with escape room and web search. Journal of Information Science, 0165551520972285. https://doi.org/10.1177/0165551520972285
7. Singh, V., Chayko, M., Inamdar, R., & Floegel, D. (2020), Female Librarians and Male Computer Programmers: Gender Bias in Occupational Images on Digital Media Platforms. Journal of the Association for Information Science and Technology, 71(11), 1281-1294. [see Poster]
8. Ghosh, I., & Singh, V. (2020). Phones, privacy, and predictions: A study of phone logged data to predict privacy attitudes of individuals. Online Information Review. 44(2), 483-502. DOI:10.1108/OIR-03-2018-0112
9. Agarwal, R. R., Lin, C. C., Chen, K. T., & Singh, V. K. (2018). Predicting financial trouble using call data—On social capital, phone logs, and financial trouble. PloS one, 13(2), e0191863.
10. Singh, V. K., Goyal, R., & Wu, S. (2018). Riskalyzer: Inferring Individual Risk-Taking Propensity Using Phone Metadata. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, 2(1), 34.
11. Soni, D., & Singh, V. K. (2018). See No Evil, Hear No Evil: Audio-Visual-Textual Cyberbullying Detection. Proceedings of the ACM on Human-Computer Interaction, 2(CSCW), 164.
12. Huang, Q., Singh, V. K., & Atrey, P. K. (2018). On cyberbullying incidents and underlying online social relationships. Journal of Computational Social Science, 1(2), 241-260. https://doi.org/10.1007/s42001-018-0026-9.
13. Dong, X., Suhara, Y., Bozkaya, B., Singh, V. K., Lepri, B., & Pentland, A. S. (2018). Social bridges in urban purchase behavior. ACM Transactions on Intelligent Systems and Technology (TIST), 9(3), 33.
14. Singh, V. K., & Ghosh, I. (2017). Inferring Individual Social Capital Automatically via Phone Logs. Proceedings of the ACM on Human-Computer Interaction, 1(CSCW), 95. Length: 12 pages.
15. V. K. Singh, Fernandes, D., Kankanhalli, M., & Haenselmann, T. (2016). Decoupled Multicamera Sensing for Flexible View Generation. Journal of Sensors, 501, 8137859.
16. Almaatouq, A., Shmueli, E., Nouh, M., Alabdulkareem, A., Singh, V. K., Alsaleh, M., Alarifi, A., Alfaris, A. & Pentland, A.S. (2016). If it looks like a spammer and behaves like a spammer, it must be a spammer: analysis and detection of microblogging spam accounts. International Journal of Information Security, 15(5), 475-491
17. de Montjoye, Y. A., Radaelli, L., V. K. Singh, & Pentland, A. (2015). Unique in the shopping mall: On the reidentifiability of credit card metadata. Science, 347(6221), 536-539.
18. V. K. Singh, Bozkaya, B., & Pentland, A. (2015). Money Walks: Implicit Mobility Behavior and Financial Well-Being. PloS one, 10(8), e0136628.
19. Barnaghi, P., Sheth, A., V. K. Singh, & Hauswirth, M. (2015). Physical-Cyber-Social Computing: Looking Back, Looking Forward (Guest Editorial). Internet Computing, IEEE, 19(3), 7-11
20. Srivastav, K.A., V. K. Singh, Bozkaya, B., & Pentland, A. (2015). Assessing Financial Wellbeing of Merchants by Analyzing Behavioral Patterns in Historical Transactions in Geo-Intelligence and Visualization through Big Data Trends, pp. (76-93), IGI Global, PA
21. V. K. Singh, Mani, A., & Pentland, A. (2014). Social Persuasion in Online and Physical Networks. Proceedings of the IEEE, 102(12), 1903-1910
22. V. K. Singh*, L. Freeman*, B. Lepri, and A. Pentland (2013), Classifying Spending Behavior using Socio-Mobile Data, ASE Human Journal. (* denotes equal contribution)
23. Shmueli, E., Singh, V. K., Lepri, B., & Pentland, A. (2014). Sensing, understanding, and shaping social behavior. IEEE Transactions on Computational Social Systems, 1(1), 22-34. (* denotes equal contribution)
24. Singh, V. K., Jain, R., & Kankanhalli, M. (2011). Mechanism design for incentivizing social media contributions. In Social media modeling and computing (pp. 121-143). Springer, London.
25. Singh, V. K., Pirsiavash, H., Rishabh, I., & Jain, R. (2009). Towards environment-to-environment (e2e) multimedia communication systems. Multimedia Tools and Applications, 44(3), 361-388.
26. Singh, V. K., & Kankanhalli, M. S. (2009). Adversary aware surveillance systems. IEEE Transactions on Information Forensics and Security, 4(3), 552-563.
27. Singh, V. K., Atrey, P. K., & Kankanhalli, M. S. (2008). Coopetitive multi-camera surveillance using model predictive control. Machine Vision and applications, 19(5), 375-393.
Conference Proceedings Publications
- Beytia, P., Agarwal, P., Redi, M., & Singh, V.K. (2022), “Visual Gender Biases in Wikipedia: A Systematic Evaluation across the Ten Most Spoken Languages”. To be published in the Proceedings of the ACM International Conference on Web and Social Media (ICWSM).
- Park, J., Ahmed, E., Asif, H., Vaidya, J., & Singh, V. K. (2022). Privacy Attitudes and COVID Symptom Tracking Apps: Understanding Active Boundary Management by Users. To be published in the Proceedings of the iConference.
- Kulkarni, O. N., Patil, V., Singh, V. K., & Atrey, P. K. (2021). Accuracy and Fairness in Pupil Detection Algorithm. In 2021 IEEE Seventh International Conference on Multimedia Big Data (BigMM) (pp. 17-24). IEEE.
- Houli, D. A., Radford, M. L., & Singh, V. K. (2021). “COVID19 is_”: The Perpetuation of Coronavirus Conspiracy Theories via Google Autocomplete. Proceedings of the Association for Information Science and Technology, 58(1), 218-229.
- Roy, J., Bhatt, C., Chayko, M., & Singh, V. K. (2021). Roy, J., Bhatt, C., Chayko, M., & Singh, V. K. (2021). Gendered Sounds in Household Devices: Results from an Online Search Case Study. Proceedings of the Association for Information Science and Technology, 58(1), 824-826.
- Alasadi, J., Ramanathan, A., Atrey, P. & Singh, V. K. (2020). A Fairness-Aware Fusion Framework for Multimodal Cyberbullying Detection. In Proceedings of the IEEE International Conference on Multimedia Big Data.
- Abdulaziz, A., & Singh, V. K. (2020). Balancing Fairness and Accuracy in Sentiment Detection Using Multiple Black-box Models. In Proceedings of the 2nd ACM International Workshop on Fairness, Accountability, and Transparency, and Ethics in MultiMedia.
- Singh, V., & Hofenbitzer, C. (2019). Fairness across network positions in cyberbullying detection algorithms. In 2019 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM) (pp. 557-559). IEEE.
- Alasadi, J., Al Hilli, A., & Singh, V., (2019). Toward Fairness in Face Matching Algorithms. (2019) In Proceedings of the 1st International Workshop on Fairness, Accountability, and Transparency in MultiMedia (pp. 19-25).
- Bati, G. F., & Singh, V. K. (2018). “Trust Us”: Mobile Phone Use Patterns Can Predict Individual Trust Propensity. In Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems (p. 330). ACM. Length: 14 pages.
- Ghosh, I., & Singh, V. K. (2018). Modeling social support scores using phone use patterns. Proceedings of the Association for Information Science and Technology, 55(1), 133-142.
- Soni, D., & Singh, V. K. (2018). Time Reveals All Wounds: Modeling Temporal Dynamics of Cyberbullying Sessions. In Proceedings of the Eleventh International AAAI Conference on Web and Social Media (pp. 684-687)
- Singh, V. K., & Long, T. (2018). Automatic assessment of mental health using phone metadata. Proceedings of the Association for Information Science and Technology, 55(1), 450-459.
- Singh, V. K., Atrey, A., & Hegde, S. (2017). Do individuals smile more in diverse social company?: Studying smiles and diversity via social media photos. In Proceedings of the 25th ACM international conference on Multimedia (pp. 1818-1827). ACM.
- Singh, V. K., Ghosh, S., & Jose, C. (2017). Toward multimodal cyberbullying detection. In Proceedings of the 2017 CHI Conference Extended Abstracts on Human Factors in Computing Systems (pp. 2090-2099). ACM.
- Singh, V. K., Hegde, S., & Atrey, A. (2017). Towards measuring fine-grained diversity using social media photographs. In Eleventh International AAAI Conference on Web and Social Media. (pp. 668-671).
- Singh, V. K., & Jain, A. (2017). Toward harmonizing self-reported and logged social data for understanding human behavior. In Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems (pp. 2233-2238). ACM.
- Singh, V. K., Radford, M. L., Huang, Q., & Furrer, S. (2017). They basically like destroyed the school one day: On Newer App Features and Cyberbullying in Schools. In Proceedings of the 2017 ACM Conference on Computer Supported Cooperative Work and Social Computing (pp. 1210-1216). ACM.
- Singh, V. K., & Agarwal, R. R. (2016). Cooperative phoneotypes: exploring phone-based behavioral markers of cooperation. In Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing (pp. 646-657). ACM.
- Choi, D., Shah, C., & Singh, V. (2016). Probing the interconnections between geo-exploration and information exploration behavior. In Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing (pp. 1170-1175). ACM.
- Singh, V. K., Huang, Q., & Atrey, P. K. (2016). Cyberbullying detection using probabilistic socio-textual information fusion. In Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (pp. 884-887). IEEE Press.
- Almaatouq, A., Alabdulkareem, A., Nouh, M., Shmueli, E., Alsaleh, M., Singh, V. K., Alarifi, A., Alfaris, A., & Pentland, A. S. (2014). Twitter: who gets caught? Observed trends in social micro-blogging spam. In Proceedings of the 2014 ACM conference on Web science (pp. 33-41). ACM.
- Nouh, M., Almaatouq, A., Alabdulkareem, A., Singh, V. K., Shmueli, E., Alsaleh, M., … & Pentland, A. S. (2014). Social information leakage: Effects of awareness and peer pressure on user behavior. In International Conference on Human Aspects of Information Security, Privacy, and Trust (pp. 352-360). Springer, Cham.
- Huang, Q., Singh, V. K., & Atrey, P. K. (2014). Cyber bullying detection using social and textual analysis. In Proceedings of the 3rd International Workshop on Socially-Aware Multimedia (pp. 3-6). ACM.
- Pongpaichet, S., Singh, V. K., Jain, R., & Pentland, A. P. (2013). Situation fencing: making geo-fencing personal and dynamic. In Workshop on Personal Data Meets Distributed Multimedia (pp. 3-10). ACM.
- Singh, V. K., Freeman, L., Lepri, B., & Pentland, A. S. (2013). Predicting spending behavior using socio-mobile features. In 2013 International Conference on Social Computing (pp. 174-179). IEEE.
- Gao, M., Singh, V. K., & Jain, R. (2012). Eventshop: from heterogeneous web streams to personalized situation detection and control. In Proceedings of the 4th Annual ACM Web Science Conference (pp. 105-108). ACM.
- Singh, V. K., Gao, M., & Jain, R. (2012). Situation recognition: an evolving problem for heterogeneous dynamic big multimedia data. In Proceedings of the 20th ACM international conference on Multimedia (pp. 1209-1218). ACM.
- R. Jain, Singh, V. K., & Gao, M. (2011). Social Life Networks. In Proceedings of the WWW Workshop on Social Media Engagement (pp.1-8). Hyderabad, India.
- Singh, V. K., Luo, J., Joshi, D., Lei, P., Das, M., & Stubler, P. (2011). Reliving on demand: a total viewer experience. In Proceedings of the 19th ACM international conference on Multimedia (pp. 333-342). ACM.
- Singh, V. K., Gao, M., & Jain, R. (2010). Social pixels: genesis and evaluation. In Proceedings of the international conference on Multimedia (pp. 481-490). ACM. )
- Singh, V. K., & Jain, R. (2010). Structural analysis of the emerging event-web. In Proceedings of the 19th international conference on World wide web (pp. 1183-1184). ACM.
- Singh, V. K., & Jain, R. (2009). Situation based control for cyber-physical environments. In Proceedings of the 2009 IEEE Military Communications Conference (pp. 1-7). IEEE. (Best Student Paper for the Workshop/Special Session on Situation Management)
- Singh, V. K., Jain, R., & Kankanhalli, M. S. (2009). Motivating contributors in social media networks. In Proceedings of the first SIGMM workshop on Social media (pp. 11-18). ACM. (Best Paper Award)
- Paleari, M. L., Singh, V., Huet, B., & Jain, R. (2009). Toward environment-to-environment (E2E) affective sensitive communication systems. In Proceedings of the first ACM international workshop on Multimedia technologies for distance learning (pp. 19-26). ACM.
- Saini, M. K., Singh, V. K., Jain, R. C., & Kankanhalli, M. S. (2008). Multimodal observation systems. In Proceedings of the 16th ACM international conference on Multimedia (pp. 933-936). ACM.
- Singh, V. K., Pirsiavash, H., Rishabh, I., & Jain, R. (2008). Towards environment-to-environment (e2e) multimedia communication systems. In Proceedings of the 1st ACM international workshop on Semantic ambient media experiences (pp. 31-40). ACM.
- Singh, V. K., & Kankanhalli, M. S. (2007). Towards adversary aware surveillance systems. In 2007 IEEE International Conference on Multimedia and Expo (pp. 2038-2041). IEEE.
- Singh, V. K., Atrey, P. K., & Kankanhalli, M. S. (2007). Coopetitive multimedia surveillance. In International Conference on Multimedia Modeling (pp. 343-352). Springer, Berlin, Heidelberg.
- Ram, S., Ramakrishnan, K. R., Atrey, P. K., Singh, V. K., & Kankanhalli, M. S. (2006). A design methodology for selection and placement of sensors in multimedia surveillance systems. In Proceedings of the 4th ACM international workshop on Video surveillance and sensor networks (pp. 121-130). ACM.
- Singh, V. K., & Atrey, P. K. (2005). Coopetitive visual surveillance using model predictive control. In Proceedings of the third ACM international workshop on Video surveillance & sensor networks (pp. 149-158). ACM.