Researcher Profile

Researcher Profile

John Yen, PhD

John Yen, PhD

Professor, College of Information Sciences and Technology
Scientific Program:Cancer Control
juy1@psu.edu

Recent Publications

2018

Zhong, C, Lin, T, Liu, P, Yen, J & Chen, K 2018, 'A cyber security data triage operation retrieval system' Computers and Security, vol. 76, pp. 12-31. https://doi.org/10.1016/j.cose.2018.02.011
Zhong, C, Yen, J, Liu, P & Erbacher, RF 2019, 'Learning from experts' experience: Toward automated cyber security data triage', IEEE Systems Journal, vol. 13, no. 1, 8360965, pp. 603-614. https://doi.org/10.1109/JSYST.2018.2828832
Yan, Y, Luo, D, Ni, J, Fei, H, Fan, W, Yu, X, Yen, J & Zhang, X 2018, Local graph clustering by multi-network random walk with restart. in GI Webb, D Phung, M Ganji, L Rashidi, VS Tseng & B Ho (eds), Advances in Knowledge Discovery and Data Mining - 22nd Pacific-Asia Conference, PAKDD 2018, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 10939 LNAI, Springer Verlag, pp. 490-501, 22nd Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining, PAKDD 2018, Melbourne, Australia, 6/3/18. https://doi.org/10.1007/978-3-319-93040-4_39
Lin, T, Zhong, C, Yen, J & Liu, P 2018, Retrieval of relevant historical data triage operations in security operation centers. in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 11170 LNCS, Springer Verlag, pp. 227-243. https://doi.org/10.1007/978-3-030-04834-1_12
Sun, X, Dai, J, Liu, P, Singhal, A & Yen, J 2018, 'Using Bayesian Networks for Probabilistic Identification of Zero-Day Attack Paths', IEEE Transactions on Information Forensics and Security, vol. 13, no. 10, pp. 2506-2521. https://doi.org/10.1109/TIFS.2018.2821095

2017

Albanese, M, Cooke, N, Coty, G, Hall, D, Healey, C, Jajodia, S, Liu, P, McNeese, MD, Ning, P, Reeves, D, Subrahmanian, VS, Wang, C & Yen, J 2017, Computer-aided human centric cyber situation awareness. in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 10030, Springer Verlag, pp. 3-25. https://doi.org/10.1007/978-3-319-61152-5_1
Wang, Y, Reitter, DT & Yen, J 2017, How emotional support and informational support relate to linguistic alignment. in N Osgood, D Lee, R Thomson & Y-R Lin (eds), Social, Cultural, and Behavioral Modeling - 10th International Conference, SBP-BRiMS 2017, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 10354 LNCS, Springer Verlag, pp. 25-34, 10th International Conference on Social, Cultural, and Behavioral Modeling, SBP-BRiMS 2017, Washington, United States, 7/5/17. https://doi.org/10.1007/978-3-319-60240-0_3
Zhong, C, Yen, J, Liu, P, Erbacher, RF, Garneau, C & Chen, B 2017, Studying analysts’ data triage operations in cyber defense situational analysis. in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 10030, Springer Verlag, pp. 128-169. https://doi.org/10.1007/978-3-319-61152-5_6
Sun, X, Dai, J, Liu, P, Singhal, A & Yen, J 2017, Towards probabilistic identification of zero-day attack paths. in 2016 IEEE Conference on Communications and Network Security, CNS 2016., 7860471, 2016 IEEE Conference on Communications and Network Security, CNS 2016, Institute of Electrical and Electronics Engineers Inc., pp. 64-72, 2016 IEEE Conference on Communications and Network Security, CNS 2016, Philadelphia, United States, 10/17/16. https://doi.org/10.1109/CNS.2016.7860471
Sun, X, Dai, J, Liu, P, Singhal, A & Yen, J 2017, Using Bayesian networks to fuse intrusion evidences and detect zero-day attack paths. in Network Security Metrics. Springer International Publishing, pp. 95-115. https://doi.org/10.1007/978-3-319-66505-4_5

2016

Zhong, C, Yen, J, Liu, P & Erbacher, RF 2016, Automate Cybersecurity Data Triage by Leveraging Human Analysts' Cognitive Process. in M Qiu (ed.), Proceedings - 2nd IEEE International Conference on Big Data Security on Cloud, IEEE BigDataSecurity 2016, 2nd IEEE International Conference on High Performance and Smart Computing, IEEE HPSC 2016 and IEEE International Conference on Intelligent Data and Security, IEEE IDS 2016., 7502316, Proceedings - 2nd IEEE International Conference on Big Data Security on Cloud, IEEE BigDataSecurity 2016, 2nd IEEE International Conference on High Performance and Smart Computing, IEEE HPSC 2016 and IEEE International Conference on Intelligent Data and Security, IEEE IDS 2016, Institute of Electrical and Electronics Engineers Inc., pp. 357-363, 2nd IEEE International Conference on Big Data Security on Cloud, IEEE BigDataSecurity 2016, 2nd IEEE International Conference on High Performance and Smart Computing, IEEE HPSC 2016 and IEEE International Conference on Intelligent Data and Security, IEEE IDS 2016, New York, United States, 4/9/16. https://doi.org/10.1109/BigDataSecurity-HPSC-IDS.2016.41
Kim, HW, Oh, S, Minotra, D, McNeese, M, Yen, J, Hanratty, T, Strater, L, Cuevas, H & Colombo, D 2016, Enhancing situation awareness with visual aids on cognitively-inspired agent systems. in Advances in Cognitive Ergonomics. CRC Press, pp. 560-567.
Minotra, D, Oh, S, Kim, HW, McNccse, M, Yen, J, Hanratt, T, Strater, L, Cucvas, H & Colombo, D 2016, Establishing trust in decision-aiding: The role of a visualization of agent decision-space in improving operator engagement with reduced cognitive load. in Advances in Cognitive Ergonomics. CRC Press, pp. 568-575.
Bui, N, Yen, J & Honavar, V 2016, 'Temporal causality analysis of sentiment change in a cancer survivor network', IEEE Transactions on Computational Social Systems, vol. 3, no. 2, 7539545, pp. 75-87. https://doi.org/10.1109/TCSS.2016.2591880
So, J, Prestin, A, Lee, L, Wang, Y, Yen, J & Chou, WYS 2016, 'What Do People Like to “Share” About Obesity? A Content Analysis of Frequent Retweets About Obesity on Twitter', Health Communication, vol. 31, no. 2, pp. 193-206. https://doi.org/10.1080/10410236.2014.940675

2015

Zhong, C, Yen, J, Liu, P, Erbacher, R, Etoty, R & Garneau, C 2015, ARSCA: A computer tool for tracing the cognitive processes of cyber-attack analysis. in 2015 IEEE International Multi-Disciplinary Conference on Cognitive Methods in Situation Awareness and Decision, CogSIMA 2015., 7108193, Institute of Electrical and Electronics Engineers Inc., pp. 165-171, 2015 IEEE International Multi-Disciplinary Conference on Cognitive Methods in Situation Awareness and Decision, CogSIMA 2015, Orlando, United States, 3/9/15. https://doi.org/10.1109/COGSIMA.2015.7108193
Zhong, C, Yen, J, Liu, P, Erbacher, R, Etoty, R & Garneau, C 2015, An integrated computer-aided cognitive task analysis method for tracing cyber-attack analysis processes. in Proceedings of the 2015 Symposium and Bootcamp on the Science of Security, HotSoS 2015., 2746203, ACM International Conference Proceeding Series, vol. 21-22-April-2015, Association for Computing Machinery, Symposium and Bootcamp on the Science of Security, HotSoS 2015, Urbana, United States, 4/21/15. https://doi.org/10.1145/2746194.2746203
Jian, Y, Yu, N, Ming, J, Lee, S, Degraw, J, Yen, J, Messner, JI & Wu, D 2015, 'Automatic building information model query generation' Journal of Information Technology in Construction, vol. 20, pp. 518-535.
Zhao, K, Greer, GE, Yen, J, Mitra, P & Portier, K 2015, 'Leader identification in an online health community for cancer survivors: a social network-based classification approach', Information Systems and e-Business Management, vol. 13, no. 4, pp. 629-645. https://doi.org/10.1007/s10257-014-0260-5
Bui, N, Yen, J & Honavar, V 2015, Temporal causality of social support in an online community for cancer survivors. in K Xu, N Agarwal & N Osgood (eds), Social Computing, Behavioral-Cultural Modeling, and Prediction - 8th International Conference, SBP 2015, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 9021, Springer Verlag, pp. 13-23, 8th International Conference on Social Computing, Behavioral-Cultural Modeling, and Prediction, SBP 2015, Washington, United States, 3/31/15. https://doi.org/10.1007/978-3-319-16268-3_2
Ofek, N, Rokach, L, Caragea, C & Yen, J 2015, The importance of pronouns to sentiment analysis: Online cancer survivor network case study. in WWW 2015 Companion - Proceedings of the 24th International Conference on World Wide Web. Association for Computing Machinery, Inc, pp. 83-84, 24th International Conference on World Wide Web, WWW 2015, Florence, Italy, 5/18/15. https://doi.org/10.1145/2740908.2742781

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