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2020
A computational framework for social-media-based business analytics and knowledge creation: empirical studies of CyTraSS
Chung, W., Mustaine, E. & Zeng, D., 2020, (Accepted/In press) In: Enterprise Information Systems.Research output: Contribution to journal › Article › peer-review
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A Generalized Vidale-Wolfe Response Model with Flexible Ad Elasticity and Word-of-Mouth
Yang, Y., Feng, B. & Zeng, D., 2020, (Accepted/In press) In: IEEE Intelligent Systems.Research output: Contribution to journal › Article › peer-review
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A hybrid machine learning framework for analyzing human decision-making through learning preferences
Guo, M., Zhang, Q., Liao, X., Chen, F. Y. & Zeng, D. D., 2020, (Accepted/In press) In: Omega (United Kingdom). 102263.Research output: Contribution to journal › Article › peer-review
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A matter of reevaluation: Incentivizing users to contribute reviews in online platforms
Zhang, M., Wei, X. & Zeng, D. D., Jan 2020, In: Decision Support Systems. 128, 113158.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Analyzing the co-movement and its spatial–temporal patterns in Chinese stock market
Chen, H., Zheng, X. & Zeng, D. D., Oct 1 2020, In: Physica A: Statistical Mechanics and its Applications. 555, 124655.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Characterizing social media messages related to underage JUUL E-cigarette buying and selling: Cross-sectional analysis of reddit subreddits
Liu, H., Li, Q., Zhan, Y., Zhang, Z., Zeng, D. D. & Leischow, S. J., Jul 2020, In: Journal of medical Internet research. 22, 7, e16962.Research output: Contribution to journal › Article › peer-review
Open Access -
Discovering barriers to opioid addiction treatment from social media: A similarity network-based deep learning approach
Xie, J., Zhang, Z., Liu, X. & Zeng, D., 2020, 40th International Conference on Information Systems, ICIS 2019. Association for Information Systems, (40th International Conference on Information Systems, ICIS 2019).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
1 Scopus citations -
Dissecting emotion and user influence in social media communities: An interaction modeling approach
Chung, W. & Zeng, D., Jan 2020, In: Information and Management. 57, 1, 103108.Research output: Contribution to journal › Article › peer-review
10 Scopus citations -
Effect of heterogeneous risk perception on information diffusion, behavior change, and disease transmission
Ye, Y., Zhang, Q., Ruan, Z., Cao, Z., Xuan, Q. & Zeng, D. D., Oct 30 2020, In: Physical Review E. 102, 4, 042314.Research output: Contribution to journal › Article › peer-review
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Exploring Trends and Patterns of Popularity Stage Evolution in Social Media
Kong, Q., Mao, W., Chen, G. & Zeng, D., Oct 2020, In: IEEE Transactions on Systems, Man, and Cybernetics: Systems. 50, 10, p. 3817-3827 11 p., 8428538.Research output: Contribution to journal › Article › peer-review
4 Scopus citations -
Learning Embeddings Based on Global Structural Similarity in Heterogeneous Networks
Wen, W., Zeng, D., Bai, J., Zhao, K. & Li, Z., 2020, (Accepted/In press) In: IEEE Intelligent Systems.Research output: Contribution to journal › Article › peer-review
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MDA: Multimodal Data Augmentation Framework for Boosting Performance on Image-Text Sentiment/Emotion Classification Tasks
Xu, N., Mao, W., Wei, P. & Zeng, D., 2020, (Accepted/In press) In: IEEE Intelligent Systems.Research output: Contribution to journal › Article › peer-review
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Predicting Online News Authorship by an Authorship Embeddings Space Method
Wen, W., Li, Q., Li, J., Zhang, X. & Zeng, D., May 2020, 2020 5th IEEE International Conference on Big Data Analytics, ICBDA 2020. Institute of Electrical and Electronics Engineers Inc., p. 368-372 5 p. 9101269. (2020 5th IEEE International Conference on Big Data Analytics, ICBDA 2020).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Public reactions to the cigarette control regulation on a Chinese microblogging platform: Empirical analysis
Wen, W., Zhang, Z., Li, Z., Liang, J., Zhan, Y., Zeng, D. D. & Leischow, S. J., Apr 2020, In: Journal of medical Internet research. 22, 4, e14660.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
Understanding and predicting users’ rating behavior: A cognitive perspective
Li, Q., Zeng, D. D., Xu, D. J., Liu, R. & Yao, R., Sep 2020, In: INFORMS Journal on Computing. 32, 4, p. 996-1011 16 p.Research output: Contribution to journal › Article › peer-review
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Using deep learning to predict the hand-foot-and-mouth disease of enterovirus A71 subtype in Beijing from 2011 to 2018
Wang, Y., Cao, Z., Zeng, D., Wang, X. & Wang, Q., Dec 1 2020, In: Scientific reports. 10, 1, 12201.Research output: Contribution to journal › Article › peer-review
Open Access -
2019
A framework for policy information popularity prediction in New Media
Luo, Y., Wang, F., Zhao, F., Guo, J., Wang, L., Hao, Y. & Zeng, D. D., 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. 209-211 3 p. 8823415. (2019 IEEE International Conference on Intelligence and Security Informatics, ISI 2019).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Analyzing the dynamic sectoral influence in Chinese and American stock markets
Tian, H., Zheng, X. & Zeng, D., Jan 1 2019, In: Physica A: Statistical Mechanics and its Applications. 120922.Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
Analyzing topics of JUUL discussions on social media using a semantics-assisted NMF model
Liu, H., Li, Q., Yao, R. & Zeng, D. D., 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. 212-214 3 p. 8823541. (2019 IEEE International Conference on Intelligence and Security Informatics, ISI 2019).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
2 Scopus citations -
A Novel Neural Approach for News Reprint Prediction
Yao, R., Li, Q., Wang, L. & Zeng, D. D., Jul 2019, 2019 International Joint Conference on Neural Networks, IJCNN 2019. Institute of Electrical and Electronics Engineers Inc., 8851979. (Proceedings of the International Joint Conference on Neural Networks; vol. 2019-July).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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A prior knowledge based neural attention model for opioid topic identification
Yao, R., Li, Q., Lo-Ciganic, W. H. & Zeng, D. D., 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. 215-217 3 p. 8823280. (2019 IEEE International Conference on Intelligence and Security Informatics, ISI 2019).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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A Shortcut-Stacked Document Encoder for Extractive Text Summarization
Yan, P., Li, L. & Zeng, D., Jul 2019, 2019 International Joint Conference on Neural Networks, IJCNN 2019. Institute of Electrical and Electronics Engineers Inc., 8852051. (Proceedings of the International Joint Conference on Neural Networks; vol. 2019-July).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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A survey on big data-driven digital phenotyping of mental health
Liang, Y., Zheng, X. & Zeng, D. D., Dec 2019, In: Information Fusion. 52, p. 290-307 18 p.Research output: Contribution to journal › Article › peer-review
13 Scopus citations -
Attention allocation of twitter users in geopolitics
He, S., Li, C., Wang, H., Zheng, X., Zhang, Z., Wang, J. & Zeng, D., 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. 1-6 6 p. 8823342. (2019 IEEE International Conference on Intelligence and Security Informatics, ISI 2019).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Behavior Action Mining
Su, P., Zeng, D. & Zhao, H., 2019, In: IEEE Access. 7, p. 19954-19964 11 p., 8629898.Research output: Contribution to journal › Article › peer-review
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Bitcoin exchange addresses identification and its application in online drug trading regulation
Liang, J., Li, L., Luan, S., Gan, L. & Zeng, D., 2019.Research output: Contribution to conference › Paper › peer-review
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Capturing deep dynamic information for mapping users across social networks
Cai, C., Li, L., Chen, W. & Zeng, D., 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. 146-148 3 p. 8823341. (2019 IEEE International Conference on Intelligence and Security Informatics, ISI 2019).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Electronic cigarette usage patterns: A case study combining survey and social media data
Zhan, Y., Etter, J. F., Leischow, S. & Zeng, D., 2019, In: Journal of the American Medical Informatics Association. 26, 1, p. 9-18 10 p.Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
Evolutionary dynamics of cryptocurrency transaction networks: An empirical study
Liang, J., Li, L. & Zeng, D., Jul 1 2019, In: PloS one. 13, 8, e0202202.Research output: Contribution to journal › Article › peer-review
Open Access13 Scopus citations -
Exploring cognitive dissonance on social media
Bai, J., Kong, Q., Li, L., Wang, L. & Zeng, D., 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. 143-145 3 p. 8823262. (2019 IEEE International Conference on Intelligence and Security Informatics, ISI 2019).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Exploring Writing Pattern with Pop Culture Ingredients for Social User Modeling
Cai, C., Li, L., Zeng, D. & Ma, H., Jul 2019, 2019 International Joint Conference on Neural Networks, IJCNN 2019. Institute of Electrical and Electronics Engineers Inc., 8852187. (Proceedings of the International Joint Conference on Neural Networks; vol. 2019-July).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
1 Scopus citations -
Extracting Medication Nonadherence Reasons with Sentiment-Enriched Deep Learning
Xie, J., Liu, X., Zeng, D. & Fang, X., 2019, Smart Health - International Conference, ICSH 2019, Proceedings. Chen, H., Zeng, D., Yan, X. & Xing, C. (eds.). Springer, p. 294-301 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11924 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Healthcare-seeking behavior study on beijing hand-foot-mouth disease patients
Wang, J., Chen, J., Zu, Q., Cao, Z., He, S. & Zeng, D. D., 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. 140-142 3 p. 8823283. (2019 IEEE International Conference on Intelligence and Security Informatics, ISI 2019).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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HiWalk: Learning node embeddings from heterogeneous networks
Bai, J., Li, L. & Zeng, D., Mar 2019, In: Information Systems. 81, p. 82-91 10 p.Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
Inferring users' usage patterns for drug abuse surveillance
Liu, R., Li, Q. & Dajun Zeng, D., 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. 134-136 3 p. 8823475. (2019 IEEE International Conference on Intelligence and Security Informatics, ISI 2019).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Keyword Generation for Sponsored Search Advertising: Balancing Coverage and Relevance
Nie, H., Yang, Y. & Zeng, D., Sep 1 2019, In: IEEE Intelligent Systems. 34, 5, p. 14-24 11 p., 8822966.Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
Keyword Optimization in Sponsored Search Advertising: A Multilevel Computational Framework
Yang, Y., Jansen, B. J., Yang, Y., Guo, X. & Zeng, D., Jan 1 2019, In: IEEE Intelligent Systems. 34, 1, p. 32-42 11 p., 8613840.Research output: Contribution to journal › Article › peer-review
4 Scopus citations -
Marketing pattern risks detection based on semi-supervised learning
Wang, Q., He, S., Zheng, X. & Zeng, D., 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., 1 p. 8823291. (2019 IEEE International Conference on Intelligence and Security Informatics, ISI 2019).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Massive meme identification and popularity analysis in geopolitics
He, S., Yang, H., Zheng, X., Wang, B., Zhou, Y., Xiong, Y. & Zeng, D., 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. 116-121 6 p. 8823294. (2019 IEEE International Conference on Intelligence and Security Informatics, ISI 2019).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Modeling online user behaviors with competitive interactions
He, S., Zheng, X. & Zeng, D. D., Jun 2019, In: Information and Management. 56, 4, p. 463-475 13 p.Research output: Contribution to journal › Article › peer-review
3 Scopus citations -
Multimodal Data Enhanced Representation Learning for Knowledge Graphs
Wang, Z., Li, L., Li, Q. & Zeng, D., Jul 2019, 2019 International Joint Conference on Neural Networks, IJCNN 2019. Institute of Electrical and Electronics Engineers Inc., 8852079. (Proceedings of the International Joint Conference on Neural Networks; vol. 2019-July).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
1 Scopus citations -
Preface
Chen, H., Zeng, D., Yan, X. & Xing, C., 2019, In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 11924 LNCS, p. vResearch output: Contribution to journal › Editorial › peer-review
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Privacy protection in transformer-based neural network
Lang, J., Li, L., Chen, W. & Zeng, D., 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. 182-184 3 p. 8823346. (2019 IEEE International Conference on Intelligence and Security Informatics, ISI 2019).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Production of Online Word-of-Mouth: Peer Effects and the Moderation of User Characteristics
Wang, Y., Goes, P., Wei, Z. & Zeng, D., Jul 2019, In: Production and Operations Management. 28, 7, p. 1621-1640 20 p.Research output: Contribution to journal › Article › peer-review
6 Scopus citations -
Quantum-inspired density matrix encoder for sexual harassment personal stories classification
Yan, P., Li, L., Chen, W. & Zeng, D., 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. 218-220 3 p. 8823281. (2019 IEEE International Conference on Intelligence and Security Informatics, ISI 2019).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
2 Scopus citations -
Research on information dissemination of public health events based on WeChat: A case study of avian influenza
Luo, T., Cao, Z. & Zeng, D., 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., 1 p. 8823173. (2019 IEEE International Conference on Intelligence and Security Informatics, ISI 2019).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
1 Scopus citations -
Targeted addresses identification for bitcoin with network representation learning
Liang, J., Li, L., Chen, W. & Zeng, D., 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. 158-160 3 p. 8823249. (2019 IEEE International Conference on Intelligence and Security Informatics, ISI 2019).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
2 Scopus citations -
The effectiveness of non-persistent social status as an incentive mechanism
Wei, X., Zhang, M. & Zeng, D. D., 2019.Research output: Contribution to conference › Paper › peer-review
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Towards an understanding of cryptocurrency: A comparative analysis of cryptocurrency, foreign exchange, and stock
Liang, J., Li, L., Chen, W. & Zeng, D., 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. 137-139 3 p. 8823373. (2019 IEEE International Conference on Intelligence and Security Informatics, ISI 2019).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
1 Scopus citations -
Underage Juul use patterns: Content analysis of reddit messages
Zhan, Y., Zhang, Z., Okamoto, J. M., Zeng, D. D. & Leischow, S. J., Sep 1 2019, In: Journal of medical Internet research. 21, 9, 13038.Research output: Contribution to journal › Article › peer-review
Open Access3 Scopus citations