Research Summary
My current research focus is developing AI innovation for leveraging big and high-dimensional data for addressing challenges in the real world. I have also been interested in improving the interpretability of an AI system so that people can better calibrate their trust level on recommendations of the system.
In the News
Research Keywords
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Projects
Recent Publications
Detecting and Interpreting Changes in Scanning Behavior in Large Network Telescopes
Kallitsis, M., Prajapati, R., Honavar, V., Wu, D. & Yen, J., 2022, In: IEEE Transactions on Information Forensics and Security. 17, p. 3611-3625 15 p.Research output: Contribution to journal › Article › peer-review
Learning from experts' experience: Toward automated cyber security data triage
Zhong, C., Yen, J., Liu, P. & Erbacher, R. F., Mar 2019, In: IEEE Systems Journal. 13, 1, p. 603-614 12 p., 8360965.Research output: Contribution to journal › Article › peer-review
Using Bayesian Networks for Probabilistic Identification of Zero-Day Attack Paths
Sun, X., Dai, J., Liu, P., Singhal, A. & Yen, J., Oct 2018, In: IEEE Transactions on Information Forensics and Security. 13, 10, p. 2506-2521 16 p.Research output: Contribution to journal › Article › peer-review
A cyber security data triage operation retrieval system
Zhong, C., Lin, T., Liu, P., Yen, J. & Chen, K., Jul 2018, In: Computers and Security. 76, p. 12-31 20 p.Research output: Contribution to journal › Article › peer-review
Temporal causality analysis of sentiment change in a cancer survivor network
Bui, N., Yen, J. & Honavar, V., Jun 2016, In: IEEE Transactions on Computational Social Systems. 3, 2, p. 75-87 13 p., 7539545.Research output: Contribution to journal › Article › peer-review
What Do People Like to “Share” About Obesity? A Content Analysis of Frequent Retweets About Obesity on Twitter
So, J., Prestin, A., Lee, L., Wang, Y., Yen, J. & Chou, W. Y. S., Feb 1 2016, In: Health Communication. 31, 2, p. 193-206 14 p.Research output: Contribution to journal › Article › peer-review
Automatic building information model query generation
Jian, Y., Yu, N., Ming, J., Lee, S., Degraw, J., Yen, J., Messner, J. I. & Wu, D., Dec 2015, In: Journal of Information Technology in Construction. 20, p. 518-535 18 p.Research output: Contribution to journal › Article › peer-review
Leader identification in an online health community for cancer survivors: a social network-based classification approach
Zhao, K., Greer, G. E., Yen, J., Mitra, P. & Portier, K., Nov 1 2015, In: Information Systems and e-Business Management. 13, 4, p. 629-645 17 p.Research output: Contribution to journal › Article › peer-review
Introduction to the special issue on linking social granularity and functions
He, Q., Li, J., Yan, R., Yen, J. & Zhang, H., Apr 2014, In: ACM Transactions on Intelligent Systems and Technology. 5, 2, 22.Research output: Contribution to journal › Editorial › peer-review
"Where have all the good men gone?" Gendered interactions in online dating
Kreager, D. A., Cavanagh, S. E., Yen, J. & Yu, M., Apr 2014, In: Journal of Marriage and Family. 76, 2, p. 387-410 24 p.Research output: Contribution to journal › Article › peer-review
Patent evaluation based on technological trajectory revealed in relevant prior patents
Oh, S., Lei, Z., Lee, W. C. & Yen, J., 2014, In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 8443 LNAI, PART 1, p. 545-556 12 p.Research output: Contribution to journal › Conference article › peer-review
Social intelligence and technology
Yang, C. C., Yen, J. & Liu, J., 2014, In: IEEE Intelligent Systems. 29, 2, p. 5-8 4 p., 6832888.Research output: Contribution to journal › Review article › peer-review
Cognitive process
Yen, J., Erbacher, R. F., Zhong, C. & Liu, P., 2014, In: Advances in Information Security. 62, p. 119-144 26 p.Research output: Contribution to journal › Article › peer-review
Finding influential users of online health communities: a new metric based on sentiment influence.
Zhao, K., Yen, J., Greer, G., Qiu, B., Mitra, P. & Portier, K., Oct 2014, In: Journal of the American Medical Informatics Association : JAMIA. 21, e2, p. e212-218Research output: Contribution to journal › Article › peer-review
Understanding topics and sentiment in an online cancer survivor community
Portier, K., Greer, G. E., Rokach, L., Ofek, N., Wang, Y., Biyani, P., Yu, M., Banerjee, S., Zhao, K., Mitra, P. & Yen, J., Dec 2013, In: Journal of the National Cancer Institute - Monographs. 47, p. 195-198 4 p., lgt025.Research output: Contribution to journal › Article › peer-review