1986 …2020

Research output per year

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Research Output

2014

Topic formation and development: a core-group evolving process

Qian, T., Li, Q., Liu, B., Xiong, H., Srivastava, J. & Sheu, P. C. Y., Jan 1 2014, In : World Wide Web. 17, 6, p. 1343-1373 31 p.

Research output: Contribution to journalArticle

4 Scopus citations

Understanding co-evolution in large multi-relational social networks

Singhal, A., Roy, A. & Srivastava, J., Feb 27 2014, Proceedings of the 2014 IEEE 15th International Conference on Information Reuse and Integration, IEEE IRI 2014. Bertino, E., Thuraisingham, B., Liu, L. & Joshi, J. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 733-740 8 p. 7051962. (Proceedings of the 2014 IEEE 15th International Conference on Information Reuse and Integration, IEEE IRI 2014).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

5 Scopus citations
2013

A Machine Learning-Based Analysis of Game Data for Attention Deficit Hyperactivity Disorder Assessment

Heller, M. D., Roots, K., Srivastava, S., Schumann, J., Srivastava, J. & Hale, T. S., Oct 1 2013, In : Games for Health Journal. 2, 5, p. 291-298 8 p.

Research output: Contribution to journalArticle

6 Scopus citations

Automating document annotation using open source knowledge

Singhal, A., Kasturi, R. & Srivastava, J., Dec 1 2013, Proceedings - 2013 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2013. p. 199-204 6 p. 6690015. (Proceedings - 2013 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2013; vol. 1).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations

Bot detection based on social interactions in MMORPGs

Oh, J., Borbora, Z. H., Sharma, D. & Srivastava, J., Dec 1 2013, Proceedings - SocialCom/PASSAT/BigData/EconCom/BioMedCom 2013. p. 536-543 8 p. 6693378. (Proceedings - SocialCom/PASSAT/BigData/EconCom/BioMedCom 2013).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

9 Scopus citations

Community detection with prior knowledge

Subbian, K., Aggarwal, C. C., Srivastava, J. & Yu, P. S., Jan 1 2013, Proceedings of the 2013 SIAM International Conference on Data Mining, SDM 2013. Parthasarathy, S., Ghosh, J., Zhou, Z-H., Dy, J., Obradovic, Z. & Kamath, C. (eds.). Siam Society, p. 405-413 9 p. (Proceedings of the 2013 SIAM International Conference on Data Mining, SDM 2013).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

7 Scopus citations

Content-centric flow mining for influence analysis in social streams

Subbian, K., Aggarwal, C. & Srivastava, J., Dec 11 2013, CIKM 2013 - Proceedings of the 22nd ACM International Conference on Information and Knowledge Management. p. 841-846 6 p. (International Conference on Information and Knowledge Management, Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

19 Scopus citations

Cornmunity detection with prior knowledge

Subbian, K., Aggarwal, C. C., Srivastava, J. & Yu, P. S., Jan 1 2013, SIAM International Conference on Data Mining 2013, SMD 2013. Society for Industrial and Applied Mathematics Publications, p. 405-413 9 p. (SIAM International Conference on Data Mining 2013, SMD 2013).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Correlations between Community Structure and Link Formation in Complex Networks

Liu, Z., He, J. L., Kapoor, K. & Srivastava, J., Sep 6 2013, In : PloS one. 8, 9, e72908.

Research output: Contribution to journalArticle

30 Scopus citations

Detection of precursors to aviation safety incidents due to human factors

Melnyk, I., Yadav, P., Steinbach, M. S., Srivastava, J., Kumar, V. & Banerjee, A., Jan 1 2013, p. 407-412. 6 p.

Research output: Contribution to conferencePaper

9 Scopus citations

Dynamics of trust reciprocation in multi-relational networks

Singhal, A., Subbian, K., Srivastava, J., Kolda, T. G. & Pinar, A., Jan 1 2013, Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2013. Association for Computing Machinery, p. 661-665 5 p. (Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2013).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

7 Scopus citations

Finding influencers in networks using social capital

Subbian, K., Sharma, D., Wen, Z. & Srivastava, J., Jan 1 2013, Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2013. Association for Computing Machinery, p. 592-599 8 p. (Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2013).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

15 Scopus citations

Guilt by association? Network based propagation approaches for gold farmer detection

Ahmad, M. A., Keegan, B., Roy, A., Williams, D., Srivastava, J. & Contractor, N., Jan 1 2013, Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2013. Association for Computing Machinery, p. 121-126 6 p. (Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2013).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Impact of density of lab data in EHR for prediction of potentially preventable events

Sarkar, C. & Srivastava, J., Dec 1 2013, Proceedings - 2013 IEEE International Conference on Healthcare Informatics, ICHI 2013. p. 529-534 6 p. 6680530. (Proceedings - 2013 IEEE International Conference on Healthcare Informatics, ICHI 2013).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Scopus citations

Improving classification accuracy of youtube videos by exploiting focal points in social tags

Mahapatra, A., Kapoor, K., Kasturi, R. & Srivastava, J., Nov 29 2013, Electronic Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2013. 6618382. (Electronic Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2013).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Incongruity versus incongruity resolution

Mahapatra, A. & Srivastava, J., Dec 1 2013, Proceedings - SocialCom/PASSAT/BigData/EconCom/BioMedCom 2013. p. 25-32 8 p. 6693307. (Proceedings - SocialCom/PASSAT/BigData/EconCom/BioMedCom 2013).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Leveraging Web intelligence for finding interesting research datasets

Singhal, A., Kasturi, R., Sivakumar, V. & Srivastava, J., Dec 1 2013, Proceedings - 2013 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2013. p. 321-328 8 p. 6690032. (Proceedings - 2013 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2013; vol. 1).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

10 Scopus citations

Measuring spontaneous devaluations in user preferences

Kapoor, K., Srivastava, N., Srivastava, J. & Schrater, P., Aug 11 2013, KDD 2013 - 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Parekh, R., He, J., Inderjit, D. S., Bradley, P., Koren, Y., Ghani, R., Senator, T. E., Grossman, R. L. & Uthurusamy, R. (eds.). Association for Computing Machinery, p. 1061-1069 9 p. 2487679. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining; vol. Part F128815).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

9 Scopus citations

Preface

Cao, L., Motoda, H., Srivastava, J., Lim, E. P., King, I., Yu, P. S., Nejdl, W., Xu, G., Li, G. & Zhang, Y., Jan 1 2013, In : Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 8178 LNAI

Research output: Contribution to journalEditorial

Robust features of trust in social networks

Borbora, Z. H., Ahmad, M. A., Oh, J., Haigh, K. Z., Srivastava, J. & Wen, Z., Jan 1 2013, In : Social Network Analysis and Mining. 3, 4, p. 981-999 19 p.

Research output: Contribution to journalArticle

8 Scopus citations

Social capital: The power of influencers in networks

Subbian, K., Sharma, D., Wen, Z. & Srivastava, J., Jan 1 2013, 12th International Conference on Autonomous Agents and Multiagent Systems 2013, AAMAS 2013. International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), Vol. 2. p. 1243-1244 2 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

8 Scopus citations

Socialization and trust formation: A mutual reinforcement? An exploratory analysis in an online virtual setting

Roy, A., Borbora, Z. H. & Srivastava, J., Jan 1 2013, Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2013. Association for Computing Machinery, p. 653-660 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

6 Scopus citations

Social patterns: Community detection using behavior-generated network datasets

Leung, A., Dron, W., Hancock, J. P., Aguirre, M., Purnell, J., Han, J., Wang, C., Srivastava, J., Mahapatra, A., Roy, A. & Scott, L., Oct 28 2013, Proceedings of the 2013 IEEE 2nd International Network Science Workshop, NSW 2013. p. 82-89 8 p. 6609198. (Proceedings of the 2013 IEEE 2nd International Network Science Workshop, NSW 2013).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

TeamSkill and the NBA: Applying lessons from virtual worlds to the real-world

DeLong, C., Terveen, L. & Srivastava, J., Jan 1 2013, Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2013. Association for Computing Machinery, p. 156-161 6 p. (Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2013).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Scopus citations

Weighted node degree centrality for hypergraphs

Kapoor, K., Sharma, D. & Srivastava, J., Oct 28 2013, Proceedings of the 2013 IEEE 2nd International Network Science Workshop, NSW 2013. p. 152-155 4 p. 6609212. (Proceedings of the 2013 IEEE 2nd International Network Science Workshop, NSW 2013).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

11 Scopus citations
2012

Automatic detection of compromised accounts in MMORPGs

Oh, J., Borbora, Z. H. & Srivastava, J., Jan 1 2012, Proceedings of the 2012 ASE International Conference on Social Informatics, SocialInformatics 2012. IEEE Computer Society, p. 222-227 6 p. 6542444. (Proceedings of the 2012 ASE International Conference on Social Informatics, SocialInformatics 2012).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

6 Scopus citations

Business and data analytics: New innovations for the management of e-commerce

Kauffman, R. J., Srivastava, J. & Vayghan, J., Mar 1 2012, In : Electronic Commerce Research and Applications. 11, 2, p. 85-88 4 p.

Research output: Contribution to journalEditorial

29 Scopus citations

Characterizing the internet's sense of humor

Mahapatra, A., Srivastava, N. & Srivastava, J., Dec 1 2012, Proceedings - 2012 ASE/IEEE International Conference on Privacy, Security, Risk and Trust and 2012 ASE/IEEE International Conference on Social Computing, SocialCom/PASSAT 2012. p. 579-584 6 p. 6406311. (Proceedings - 2012 ASE/IEEE International Conference on Privacy, Security, Risk and Trust and 2012 ASE/IEEE International Conference on Social Computing, SocialCom/PASSAT 2012).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Contextual anomaly detection in text data

Mahapatra, A., Srivastava, N. & Srivastava, J., Dec 1 2012, In : Algorithms. 5, 4, p. 469-489 21 p.

Research output: Contribution to journalArticle

16 Scopus citations

Early prediction of potentially preventable events in ambulatory care sensitive admissions from clinical data

Desikan, P., Srivastava, N., Winden, T., Lindquist, T., Britt, H. & Srivastava, J., Dec 1 2012, Proceedings - 2012 IEEE 2nd Conference on Healthcare Informatics, Imaging and Systems Biology, HISB 2012. 1 p. 6366216. (Proceedings - 2012 IEEE 2nd Conference on Healthcare Informatics, Imaging and Systems Biology, HISB 2012).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Improved feature selection for hematopoietic cell transplantation outcome prediction using rank aggregation

Sarkar, C., Cooley, S. A. & Srivastava, J., Dec 1 2012, 2012 Federated Conference on Computer Science and Information Systems, FedCSIS 2012. p. 221-226 6 p. 6354439

Research output: Chapter in Book/Report/Conference proceedingConference contribution

9 Scopus citations

Improving bagging performance through multi-algorithm ensembles

Hsu, K. W. & Srivastava, J., Jul 9 2012, In : Frontiers of Computer Science in China. 6, 5, p. 498-512 15 p.

Research output: Contribution to journalArticle

5 Scopus citations

Improving bagging performance through multi-algorithm ensembles

Hsu, K. W. & Srivastava, J., Mar 7 2012, New Frontiers in Applied Data Mining - PAKDD 2011 International Workshops, Revised Selected Papers. p. 471-482 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7104 LNAI).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Love all, trust a few: Link prediction for trust and psycho-social factors in MMOs

Ahmad, M. A., Borbora, Z., Srivastava, J. & Contractor, N., Apr 3 2012, Social Computing, Behavioral-Cultural Modeling and Prediction, 5th International Conference, SBP 2012, Proceedings. p. 123-130 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7227 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations

TeamSkill evolved: Mixed classification schemes for team-based multi-player games

DeLong, C. & Srivastava, J., May 29 2012, Advances in Knowledge Discovery and Data Mining - 16th Pacific-Asia Conference, PAKDD 2012, Proceedings. PART 1 ed. p. 26-37 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7301 LNAI, no. PART 1).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Scopus citations

The ones that got away: False negative estimation based approaches for gold farmer detection

Roy, A., Ahmad, M. A., Sarkar, C., Keegan, B. & Srivastava, J., Dec 1 2012, Proceedings - 2012 ASE/IEEE International Conference on Privacy, Security, Risk and Trust and 2012 ASE/IEEE International Conference on Social Computing, SocialCom/PASSAT 2012. p. 328-337 10 p. 6406262. (Proceedings - 2012 ASE/IEEE International Conference on Privacy, Security, Risk and Trust and 2012 ASE/IEEE International Conference on Social Computing, SocialCom/PASSAT 2012).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

5 Scopus citations

User behavior modelling approach for churn prediction in online games

Borbora, Z. H. & Srivastava, J., Dec 1 2012, Proceedings - 2012 ASE/IEEE International Conference on Privacy, Security, Risk and Trust and 2012 ASE/IEEE International Conference on Social Computing, SocialCom/PASSAT 2012. p. 51-60 10 p. 6406269. (Proceedings - 2012 ASE/IEEE International Conference on Privacy, Security, Risk and Trust and 2012 ASE/IEEE International Conference on Social Computing, SocialCom/PASSAT 2012).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

17 Scopus citations
2011

A framework for evaluating network measures for functional importance

Qian, T., Li, Q. & Srivastava, J., Apr 29 2011, Proceedings of the 20th International Conference Companion on World Wide Web, WWW 2011. p. 109-110 2 p. (Proceedings of the 20th International Conference Companion on World Wide Web, WWW 2011).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

An exploratory study of player and team performance in multiplayer first-person-shooter games

Shim, K. J., Hsu, K. W., Damania, S., Delong, C. & Srivastava, J., Dec 1 2011, Proceedings - 2011 IEEE International Conference on Privacy, Security, Risk and Trust and IEEE International Conference on Social Computing, PASSAT/SocialCom 2011. p. 617-620 4 p. 6113181. (Proceedings - 2011 IEEE International Conference on Privacy, Security, Risk and Trust and IEEE International Conference on Social Computing, PASSAT/SocialCom 2011).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

5 Scopus citations

An exploratory study of player performance, motivation, and enjoyment in massively multiplayer online role-playing games

Shim, K. J., Srivastava, J. & Hsu, K. W., Dec 1 2011, Proceedings - 2011 IEEE International Conference on Privacy, Security, Risk and Trust and IEEE International Conference on Social Computing, PASSAT/SocialCom 2011. p. 135-140 6 p. 6113105. (Proceedings - 2011 IEEE International Conference on Privacy, Security, Risk and Trust and IEEE International Conference on Social Computing, PASSAT/SocialCom 2011).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

6 Scopus citations

Augmenting image processing with social tag mining for landmark recognition

Mahapatra, A., Wan, X., Tian, Y. & Srivastava, J., Jan 26 2011, Advances in Multimedia Modeling - 17th International Multimedia Modeling Conference, MMM 2011, Proceedings. PART 1 ed. p. 273-283 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6523 LNCS, no. PART 1).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Churn prediction in MMORPGs using player motivation theories and an ensemble approach

Borbora, Z., Srivastava, J., Hsu, K. W. & Iams, D. W., Dec 1 2011, Proceedings - 2011 IEEE International Conference on Privacy, Security, Risk and Trust and IEEE International Conference on Social Computing, PASSAT/SocialCom 2011. p. 157-164 8 p. 6113108. (Proceedings - 2011 IEEE International Conference on Privacy, Security, Risk and Trust and IEEE International Conference on Social Computing, PASSAT/SocialCom 2011).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

28 Scopus citations

Effects of mentoring on player performance in Massively Multiplayer Online Role-Playing Games (MMORPGs)

Shim, K. J., Hsu, K. W. & Srivastava, J., Sep 19 2011, Proceedings - 2011 International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2011. p. 561-562 2 p. 5992664. (Proceedings - 2011 International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2011).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Exploration of robust features of trust across multiple social networks

Borbora, Z. H., Ahmad, M. A., Haigh, K. Z., Srivastava, J. & Wen, Z., Dec 1 2011, Proceedings - 2011 5th IEEE Conference on Self-Adaptive and Self-Organizing Systems Workshops, SASOW 2011. p. 27-32 6 p. 6114570. (Proceedings - 2011 5th IEEE Conference on Self-Adaptive and Self-Organizing Systems Workshops, SASOW 2011).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

7 Scopus citations

Guild play in MMOGs: Rethinking common group dynamics models

Ahmad, M. A., Borbora, Z., Shen, C., Srivastava, J. & Williams, D., Oct 19 2011, Social Informatics - Third International Conference, SocInfo 2011, Proceedings. p. 145-152 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6984 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

5 Scopus citations

Illicit bits: Detecting and analyzing contraband networks in massively multiplayer online games

Ahmad, M. A., Keegan, B., Sullivan, S., Williams, D., Srivastava, J. & Contractor, N., Dec 1 2011, Proceedings - 2011 IEEE International Conference on Privacy, Security, Risk and Trust and IEEE International Conference on Social Computing, PASSAT/SocialCom 2011. p. 127-134 8 p. 6113104. (Proceedings - 2011 IEEE International Conference on Privacy, Security, Risk and Trust and IEEE International Conference on Social Computing, PASSAT/SocialCom 2011).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

7 Scopus citations

Mining temporal patterns in popularity of web items

Loh, W. K., Mane, S. & Srivastava, J., Nov 15 2011, In : Information Sciences. 181, 22, p. 5010-5028 19 p.

Research output: Contribution to journalArticle

8 Scopus citations