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  • 2020
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  • Hsinchun Chen
Article

A deep learning architecture for psychometric natural language processing

Ahmad, F., Abbasi, A., Li, J., Dobolyi, D. G., Netemeyer, R. G., Clifford, G. D. & Chen, H., Feb 5 2020, In : ACM Transactions on Information Systems. 38, 1, 3365211.

Research output: Contribution to journalArticle

Open Access

Adverse drug reaction early warning using user search data

Shang, W., Chen, H. & Livoti, C., 2017, In : Online Information Review. 41, 4, p. 524-536 13 p.

Research output: Contribution to journalArticle

1 Scopus citations

A sequence-to-sequence model-based deep learning approach for recognizing activity of daily living for senior care

Zhu, H., Chen, H. & Brown, R., Aug 2018, In : Journal of Biomedical Informatics. 84, p. 148-158 11 p.

Research output: Contribution to journalArticle

6 Scopus citations

A Tensor-Based Information Framework for Predicting the Stock Market

Li, Q., Chen, Y., Jiang, L. L., Li, P. & Chen, H., Feb 2016, In : ACM Transactions on Information Systems. 34, 2, 11.

Research output: Contribution to journalArticle

21 Scopus citations

Comparing nanotechnology landscapes in the US and China: a patent analysis perspective

Wu, L., Zhu, H., Chen, H. & Roco, M. C., Aug 1 2019, In : Journal of Nanoparticle Research. 21, 8, 180.

Research output: Contribution to journalArticle

DICE-E: A framework for conducting Darknet identification, collection, evaluation with ethics

Benjamin, V., Valacich, J. S. & Chen, H., Mar 1 2019, In : MIS Quarterly: Management Information Systems. 43, 1, p. 1-22 22 p.

Research output: Contribution to journalArticle

5 Scopus citations

Do electronic health records affect quality of care? Evidence from the HITECH act

Lin, Y. K., Lin, M. & Chen, H., Jan 1 2019, In : Information Systems Research. 30, 1, p. 306-318 13 p.

Research output: Contribution to journalArticle

2 Scopus citations

Effects of individuals’ motivations on communications in online health forums

Wu, B., Jiang, S. & Chen, H., 2016, In : Social Behavior and Personality. 44, 2, p. 299-312 14 p.

Research output: Contribution to journalArticle

4 Scopus citations

Emoticon analysis for Chinese social media and e-commerce: The azemo system

Yu, S., Zhu, H., Jiang, S., Zhang, Y., Xing, C. & Chen, H., Mar 2019, In : ACM Transactions on Management Information Systems. 9, 4, 16.

Research output: Contribution to journalArticle

Epidemic model for information diffusion in web forums: experiments in marketing exchange and political dialog

Woo, J. & Chen, H., Dec 1 2016, In : SpringerPlus. 5, 1, p. 1-19 19 p., 66.

Research output: Contribution to journalArticle

23 Scopus citations

Examining Hacker Participation Length in Cybercriminal Internet-Relay-Chat Communities

Benjamin, V., Zhang, B., Nunamaker, J. F. & Chen, H., Apr 2 2016, In : Journal of Management Information Systems. 33, 2, p. 482-510 29 p.

Research output: Contribution to journalArticle

22 Scopus citations

Examining patterns of scientific knowledge diffusion based on knowledge cyber infrastructure: a multi-dimensional network approach

Jiang, S. & Chen, H., Dec 1 2019, In : Scientometrics. 121, 3, p. 1599-1617 19 p.

Research output: Contribution to journalArticle

1 Scopus citations

Examining the impacts of mental workload and task-technology fit on user acceptance of the social media search system

Dang, Y. M., Zhang, Y. G., Brown, S. A. & Chen, H., Jan 1 2018, (Accepted/In press) In : Information Systems Frontiers.

Research output: Contribution to journalArticle

2 Scopus citations

Exploring Emerging Hacker Assets and Key Hackers for Proactive Cyber Threat Intelligence

Samtani, S., Chinn, R., Chen, H. & Nunamaker, J. F., Oct 2 2017, In : Journal of Management Information Systems. 34, 4, p. 1023-1053 31 p.

Research output: Contribution to journalArticle

15 Scopus citations

Healthcare predictive analytics for risk profiling in chronic care: A Bayesian multitask learning approach

Lin, Y. K., Chen, H., Brown, R. A., Li, S. H. & Yang, H. J., Jun 1 2017, In : MIS Quarterly: Management Information Systems. 41, 2, p. 473-495 23 p.

Research output: Contribution to journalArticle

24 Scopus citations
9 Scopus citations

Identifying and Profiling Key Sellers in Cyber Carding Community: AZSecure Text Mining System

Li, W., Chen, H. & Nunamaker, J. F., Oct 1 2016, In : Journal of Management Information Systems. 33, 4, p. 1059-1086 28 p.

Research output: Contribution to journalArticle

17 Scopus citations

Identifying Supervisory Control and Data Acquisition (SCADA) Devices and their Vulnerabilities on the Internet of Things (IoT): A Text Mining Approach

Samtani, S., Yu, S., Zhu, H., Patton, M., Matherly, J. & Chen, H., Jan 12 2018, (Accepted/In press) In : IEEE Intelligent Systems.

Research output: Contribution to journalArticle

5 Scopus citations

International perspective on nanotechnology papers, patents, and NSF awards (2000–2016)

Zhu, H., Jiang, S., Chen, H. & Roco, M. C., Nov 1 2017, In : Journal of Nanoparticle Research. 19, 11, 370.

Research output: Contribution to journalArticle

5 Scopus citations

Investigating the impacts of avatar gender, avatar age, and region theme on avatar physical activity in the virtual world

Zhang, Y. G., Dang, Y. M., Brown, S. A. & Chen, H., Mar 1 2017, In : Computers in Human Behavior. 68, p. 378-387 10 p.

Research output: Contribution to journalArticle

10 Scopus citations

Modeling one-mode projection of bipartite networks by tagging vertex information

Qiao, J., Meng, Y. Y., Chen, H., Huang, H. Q. & Li, G. Y., Sep 1 2016, In : Physica A: Statistical Mechanics and its Applications. 457, p. 270-279 10 p.

Research output: Contribution to journalArticle

6 Scopus citations

NATERGM: A Model for Examining the Role of Nodal Attributes in Dynamic Social Media Networks

Jiang, S. & Chen, H., Mar 1 2016, In : IEEE Transactions on Knowledge and Data Engineering. 28, 3, p. 729-740 12 p., 7303952.

Research output: Contribution to journalArticle

3 Scopus citations

Preface

Zheng, X., Zeng, D., Chen, H. & Leischow, S. J., 2016, In : Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 9545, p. VI

Research output: Contribution to journalArticle

3 Scopus citations

Tracing topic discussions with the event-driven sir model for online forums

Woo, J., Ha, S. H. & Chen, H., May 1 2016, In : Journal of Electronic Commerce Research. 17, 2, p. 169-187 19 p.

Research output: Contribution to journalArticle

3 Scopus citations

Web Media and Stock Markets: A Survey and Future Directions from a Big Data Perspective

Li, Q., Chen, Y., Wang, J., Chen, Y. & Chen, H., Feb 1 2018, In : IEEE Transactions on Knowledge and Data Engineering. 30, 2, p. 381-399 19 p., 8068217.

Research output: Contribution to journalArticle

16 Scopus citations
Chapter

Conducting large-scale analyses of underground hacker communities

Benjamin, V., Samtani, S. & Chen, H., Jan 1 2016, Cybercrime Through an Interdisciplinary Lens. Taylor and Francis, p. 56-75 20 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Conference contribution

Anonymous port scanning: Performing network reconnaissance through Tor

Rohrmann, R., Patton, M. W. & Chen, H., Nov 15 2016, IEEE International Conference on Intelligence and Security Informatics: Cybersecurity and Big Data, ISI 2016. Institute of Electrical and Electronics Engineers Inc., p. 217 1 p. 7745475

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

1 Scopus citations

Assessing medical device vulnerabilities on the Internet of Things

McMahon, E., Williams, R., El, M., Samtani, S., Patton, M. & Chen, H., Aug 8 2017, 2017 IEEE International Conference on Intelligence and Security Informatics: Security and Big Data, ISI 2017. Institute of Electrical and Electronics Engineers Inc., p. 176-178 3 p. 8004903

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

12 Scopus citations

AZpharm metaalert: A meta-learning framework for pharmacovigilance

Liu, X. & Chen, H., 2017, Smart Health - International Conference, ICSH 2016, Revised Selected Papers. Springer Verlag, Vol. 10219 LNCS. p. 147-154 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10219 LNCS).

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

AZSecure Hacker Assets Portal: Cyber threat intelligence and malware analysis

Samtani, S., Chinn, K., Larson, C. & Chen, H., Nov 15 2016, IEEE International Conference on Intelligence and Security Informatics: Cybersecurity and Big Data, ISI 2016. Institute of Electrical and Electronics Engineers Inc., p. 19-24 6 p. 7745437

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

15 Scopus citations

Benchmarking vulnerability assessment tools for enhanced cyber-physical system (CPS) Resiliency

McMahon, E., Patton, M., Samtani, S. & Chen, H., Dec 24 2018, 2018 IEEE International Conference on Intelligence and Security Informatics, ISI 2018. Lee, D., Mezzour, G., Kumaraguru, P. & Saxena, N. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 100-105 6 p. 8587353

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

Benchmarking vulnerability scanners: An experiment on SCADA devices and scientific instruments

El, M., McMahon, E., Samtani, S., Patton, M. & Chen, H., Aug 8 2017, 2017 IEEE International Conference on Intelligence and Security Informatics: Security and Big Data, ISI 2017. Institute of Electrical and Electronics Engineers Inc., p. 83-88 6 p. 8004879

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

3 Scopus citations

Chinese underground market jargon analysis based on unsupervised learning

Zhao, K., Zhang, Y., Xing, C., Li, W. & Chen, H., Nov 15 2016, IEEE International Conference on Intelligence and Security Informatics: Cybersecurity and Big Data, ISI 2016. Mao, W., Wang, G. A., Zhou, L. & Kaati, L. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 97-102 6 p. 7745450. (IEEE International Conference on Intelligence and Security Informatics: Cybersecurity and Big Data, ISI 2016).

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

2 Scopus citations

Chronic disease related entity extraction in online Chinese question and answer services

Zhang, Y., Zhang, Y., Yin, Y., Xu, J., Xing, C. & Chen, H., 2016, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag, Vol. 9545. p. 55-67 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9545).

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

1 Scopus citations

Dark-net ecosystem cyber-threat intelligence (CTI) Tool

Arnold, N., Ebrahimi, M., Zhang, N., Lazarine, B., Patton, M., Chen, H. & Samtani, S., Jul 2019, 2019 IEEE International Conference on Intelligence and Security Informatics, ISI 2019. Zheng, X., Abbasi, A., Chau, M., Wang, A. & Zhou, L. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 92-97 6 p. 8823501. (2019 IEEE International Conference on Intelligence and Security Informatics, ISI 2019).

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

Deep learning based topic identification and categorization: Mining diabetes-related topics on Chinese health websites

Chen, X., Zhang, Y., Xu, J., Xing, C. & Chen, H., 2016, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag, Vol. 9642. p. 481-500 20 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9642).

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

4 Scopus citations

Detecting cyber threats in non-english dark net markets: A cross-lingual transfer learning approach

Ebrahimi, M., Surdeanu, M. & Chen, H., Dec 24 2018, 2018 IEEE International Conference on Intelligence and Security Informatics, ISI 2018. Lee, D., Mezzour, G., Kumaraguru, P. & Saxena, N. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 85-90 6 p. 8587404. (2018 IEEE International Conference on Intelligence and Security Informatics, ISI 2018).

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

1 Scopus citations

Diabeticlink: An internationally collaborative cyber-enabled patient empowerment platform

Samtani, G., Maimoon, L., Chuang, J., Nybroe, C., Liu, X., Wiil, U., Li, S. H. & Chen, H., 2016, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag, Vol. 9545. p. 299-310 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9545).

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

1 Scopus citations

Exploring key hackers and cybersecurity threats in Chinese hacker communities

Fang, Z., Zhao, X., Wei, Q., Chen, G., Zhang, Y., Xing, C., Li, W. & Chen, H., Nov 15 2016, IEEE International Conference on Intelligence and Security Informatics: Cybersecurity and Big Data, ISI 2016. Institute of Electrical and Electronics Engineers Inc., p. 13-18 6 p. 7745436

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

9 Scopus citations

Exploring the online underground marketplaces through topic-based social network and clustering

Huang, S. Y. & Chen, H., Nov 15 2016, IEEE International Conference on Intelligence and Security Informatics: Cybersecurity and Big Data, ISI 2016. Institute of Electrical and Electronics Engineers Inc., p. 145-150 6 p. 7745458

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

4 Scopus citations

Fall detection with orientation calibration using a single motion sensor

Yu, S. & Chen, H., 2017, Wireless Mobile Communication and Healthcare - 6th International Conference, MobiHealth 2016, Proceedings. Springer Verlag, Vol. 192. p. 233-240 8 p. (Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST; vol. 192).

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

3 Scopus citations

Health-related spammer detection on chinese social media

Chen, X., Zhang, Y., Xu, J., Xing, C. & Chen, H., 2016, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag, Vol. 9545. p. 284-295 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9545).

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

Identifying, collecting, and presenting hacker community data: Forums, IRC, carding shops, and DNMs

Du, P. Y., Zhang, N., Ebrahimi, M., Samtani, S., Lazarine, B., Arnold, N., Dunn, R., Suntwal, S., Angeles, G., Schweitzer, R. & Chen, H., Dec 24 2018, 2018 IEEE International Conference on Intelligence and Security Informatics, ISI 2018. Lee, D., Mezzour, G., Kumaraguru, P. & Saxena, N. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 70-75 6 p. 8587327

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

2 Scopus citations

Identifying devices across the IPv4 address space

Jicha, R., Patton, M. W. & Chen, H., Nov 15 2016, IEEE International Conference on Intelligence and Security Informatics: Cybersecurity and Big Data, ISI 2016. Institute of Electrical and Electronics Engineers Inc., p. 199-201 3 p. 7745469

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

1 Scopus citations

Identifying high-impact opioid products and key sellers in dark net marketplaces: An interpretable text analytics approach

Du, P. Y., Ebrahimi, M., Zhang, N., Chen, H., Brown, R. A. & Samtani, S., Jul 2019, 2019 IEEE International Conference on Intelligence and Security Informatics, ISI 2019. Zheng, X., Abbasi, A., Chau, M., Wang, A. & Zhou, L. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 110-115 6 p. 8823196. (2019 IEEE International Conference on Intelligence and Security Informatics, ISI 2019).

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

Identifying high quality carding services in underground economy using nonparametric supervised topic model

Li, W., Yin, J. & Chen, H., 2016, 2016 International Conference on Information Systems, ICIS 2016. Association for Information Systems

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

1 Scopus citations

Identifying language groups within multilingual cybercriminal forums

Benjamin, V. & Chen, H., Nov 15 2016, IEEE International Conference on Intelligence and Security Informatics: Cybersecurity and Big Data, ISI 2016. Institute of Electrical and Electronics Engineers Inc., p. 205-207 3 p. 7745471

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

1 Scopus citations

Identifying mobile malware and key threat actors in online hacker forums for proactive cyber threat intelligence

Grisham, J., Samtani, S., Patton, M. & Chen, H., Aug 8 2017, 2017 IEEE International Conference on Intelligence and Security Informatics: Security and Big Data, ISI 2017. Institute of Electrical and Electronics Engineers Inc., p. 13-18 6 p. 8004867

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

7 Scopus citations