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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

  • Knowledge Creation
  • Social Media
  • Empirical Study
  • Visualization
  • Industry

• 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

  • Elasticity
  • Marketing
  • Deep neural networks
  • Deep learning
  • Big data

• 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

  • Machine Learning
  • Multiple Criteria
  • Decision Making
  • Decision Model
  • Neural Networks

• 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

  • Reviewers
  • Motivation
  • Incentives
  • Rating
  • Elites
  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

  • Stock Market
  • Movement
  • Economics
  • Financial Markets
  • economics
  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

  • Electronic Nicotine Delivery Systems
  • Social Media
  • Intention
  • Minors
  • Cross-Sectional Studies

• 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

  • Deep learning
  • Health
  • Costs
  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

  • Social Media
  • Modeling
  • Emotion
  • Interaction
  • Knowledge management
  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

  • Information Diffusion
  • Perception
  • infectious diseases
  • Infection
  • Social Influence

• 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

  • Competitive intelligence
  • Pattern matching
  • Decision making
  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

  • Heterogeneous networks
  • Electric network analysis
  • Experiments

• 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

  • Sentiment analysis
  • Classifiers

• 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

  • Authorship
  • News
  • Predict
  • Model
  • Relationships

• 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 Access

  • Tobacco Products
  • Smoking
  • Social Media
  • Formal Social Control
  • Intention
  1 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

  • Rating
  • Semantics
  • Deep learning
  • Experiments
  • Deep Learning

• 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

  • Foot Diseases
  • Deep Learning
  • Hand, Foot and Mouth Disease
  • Enterovirus
  • Beijing
• 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

  • Information Policy
  • New Media
  • Prediction
  • Public Opinion
  • Prediction Model

• 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

  • Stock Market
  • Sector
  • sectors
  • Influence
  • Time Scales
  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

  • Social Media
  • Semantics
  • Cigarettes
  • Surveillance
  • Key Words
  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

  • Directed graphs
  • Semantics
  • Feedback
  • Industry

• 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

  • Prior Knowledge
  • Surveillance
  • Knowledge-based
  • Safety
  • User-generated Content

• 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

  • Long short-term memory
  • Neural networks
  • Ablation
  • Recurrent neural networks
  • Classifiers

• 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

  • Big data
  • Health
  • Psychiatry
  • Biomarkers
  • Anomaly detection
  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

  • Geopolitics
  • Twitter
  • Interaction
  • Socialization

• 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

  • Marketing
  • Data mining
  • Industry

• 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

  • Bitcoin
  • Sales
  • Health
  • Websites

• 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

  • Information Dynamics
  • Social Networks
  • Social Accounts
  • Neural Networks
  • Fluctuations

• 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

  • Electronic Nicotine Delivery Systems
  • Social Media
  • Tobacco Products
  • Datasets
  • Intention
  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 Access

  • Electronic money
  • application technology
  • history
  • Ethereum
  • Bitcoin
  13 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

  • Cognitive Dissonance
  • Social Media
  • Follower
  • Statistical methods
  • Statistical Analysis

• 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

  • Internet
  • Deep neural networks
  • Data storage equipment
  • Experiments
  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

  • Social Media
  • Deep learning
  • Learning
  • Health
  • Healthcare

• 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

  • Beijing
  • Disease control
  • Healthcare
  • Insurance
  • Reforming reactions

• 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

  • Heterogeneous networks
  • Learning algorithms
  • Information systems
  • Semantics
  • Industry
  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

  • Drug Abuse
  • Surveillance
  • Patient rehabilitation
  • Semantics
  • Drugs

• 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

  • Seed
  • Marketing
  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

  • Marketing
  • Search engines
  • Experiments
  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

  • Semi-supervised Learning
  • Supervised learning
  • Marketing
  • Industry
  • Costs

• 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

  • Geopolitics
  • Named Entity Recognition
  • Social Media
  • Causality Analysis
  • Twitter

• 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

  • User Behavior
  • Modeling
  • Dynamic models
  • Interaction
  • Network Structure
  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

  • Knowledge representation
  • Artificial intelligence
  • Experiments
  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. v

  Research output: Contribution to journal › Editorial › peer-review

• 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

  • Neural Networks
  • Privacy
  • Neural networks
  • Training Methods
  • Security of data

• 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

  • Peer Effects
  • Moderation
  • Word-of-mouth
  • Online Reviews
  • Social Capital
  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

  • Sexual Harassment
  • Neural Networks
  • Matrix
  • Neural networks
  • Social Media
  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

  • Information dissemination
  • Information Dissemination
  • Influenza
  • Public Opinion
  • Public health
  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

  • Bitcoin
  • Gambling
  • Anonymity
  • Fault tolerance
  • Fault Tolerance
  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

  • Websites
  • Industry

• 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

  • Electronic money
  • Cryptocurrency
  • Foreign Exchange
  • Comparative Analysis
  • Financial Assets
  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 Access

  • Social Media
  • Cucumis sativus
  • Mangifera
  • Mentha
  • Public Health Surveillance
  3 Scopus citations