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  • Hsinchun Chen
2020

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
2019
1 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

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

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

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

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

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

Performance modeling of hyperledger sawtooth blockchain

Ampel, B., Patton, M. & Chen, H., 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. 59-61 3 p. 8823238. (2019 IEEE International Conference on Intelligence and Security Informatics, ISI 2019).

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

Preface

Chen, H., Zeng, D., Yan, X. & Xing, C., Jan 1 2019, In : Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 11924 LNCS, p. v

Research output: Contribution to journalEditorial

2018

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

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

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

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

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 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

Incremental hacker forum exploit collection and classification for proactive cyber threat intelligence: An exploratory study

Williams, R., Samtani, S., Patton, 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. 94-99 6 p. 8587336

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

5 Scopus citations

Motion sensor-based assessment on fall risk and Parkinson's disease severity: A deep multi-source multi-task learning (DMML) Approach

Yu, S., Chen, H., Brown, R. & Sherman, S. J., Jul 24 2018, Proceedings - 2018 IEEE International Conference on Healthcare Informatics, ICHI 2018. Institute of Electrical and Electronics Engineers Inc., p. 174-179 6 p. 8419360

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

Preface

Chen, H., Fang, Q., Zeng, D. & Wu, J., Jan 1 2018, In : Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 10983 LNCS

Research output: Contribution to journalEditorial

The state-of-the-art in twitter sentiment analysis: A review and benchmark evaluation

Zimbra, D., Abbasi, A., Zeng, D. & Chen, H., Apr 2018, In : ACM Transactions on Management Information Systems. 9, 2, 5.

Research output: Contribution to journalReview article

14 Scopus citations

Vulnerability assessment, remediation, and automated reporting: Case studies of higher education institutions

Harrell, C. R., Patton, M., Chen, H. & Samtani, S., 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. 148-153 6 p. 8587380. (2018 IEEE International Conference on Intelligence and Security Informatics, ISI 2018).

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

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
2017

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

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

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

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

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

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 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

Identifying vulnerabilities of consumer Internet of Things (IoT) devices: A scalable approach

Williams, R., 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. 179-181 3 p. 8004904

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

17 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

Preface

Chen, H., Karahanna, E. & Zeng, D., Jan 1 2017, In : Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 10347 LNCS, p. VI

Research output: Contribution to journalEditorial

Preface

Wang, A., Chau, M. & Chen, H., 2017, In : Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 10241 LNCS, p. v

Research output: Contribution to journalEditorial

Silverlink: Developing an international smart and connected home monitoring system for senior care

Maimoon, L., Chuang, J., Zhu, H., Yu, S., Peng, K. S. A., Prayakarao, R., Bai, J., Zeng, D., Li, S. H., Lu, H. & Chen, H., 2017, Smart Health - International Conference, ICSH 2016, Revised Selected Papers. Springer Verlag, Vol. 10219 LNCS. p. 65-77 13 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

1 Scopus citations
3 Scopus citations
2016

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

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

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

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

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

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

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

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

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