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Journal Articles
J. L. Zhao, Fan, S., and Hu, D., Business Challenges and Research Directions of Management Analytics in the Big Data Era, Journal of Management Analytics, vol. 1, no. 3, pp. 169-174, 2014.
S. Fan, Li, X., and J. Zhao, L., Collaboration Process Pattern Approach to Improving Teamwork Performance: A Data Mining-Based Methodology, INFORMS Journal on Computing, vol. 29, no. 3, pp. 438-456, 2017.
W. Dou, Zhao, J. L., and Fan, S., A Collaborative Scheduling Approach for Service-Driven Scientific Workflow Execution, Journal of Computer and System Sciences, vol. 76, no. 6, 2010.
N. Ilk and Fan, S., Combining Textual Cues with Social Clues: Utilizing Social Features to Improve Sentiment Analysis in Social Media, Decision Sciences, 2020.
J. Wu, Fan, S., and J. Zhao, L., Community Engagement and Online Word of Mouth: An Empirical Investigation, Information & Management, vol. 55, no. 2, pp. 258-270, 2018.
S. Fan and Wanchun, D., Complex Problem Solving based on Complex Problem Definition Model, Application Research of Computers, vol. 25, no. 3, 2008.
D. Wanchun, Chen, J., Fan, S., and Cheung, S. C., A context- and role-driven scientific workflow development pattern, Concurrency and Computation: Practice and Experience, vol. 20, no. 15, pp. 1741-1757, 2008.
S. Fan, Wanchun, D., and Xiping, L., Context-aware Resource Access Control in Scientific Workflows, Computer Engineering and Design, vol. 29, no. 2, 2008.
S. Fan, Lau, R., and Zhao, J. L., Demystifying big data analytics through the lens of marketing mix, Big Data Research, vol. 2, no. 1, pp. 28-32, 2015.
X. Liu, Wanchun, D., Chen, J., Fan, S., Cheung, S. C., and Cai, S., On Design, Verification, and Dynamic Modification of the Problem-Based Scientific Workflow Model, Simulation Modeling Practice and Theory, vol. 15, no. 9, 2007.
J. Chen, Shao, R., and Fan, S., Destabilization and Consolidation: Conceptualizing, Measuring, and Validating the Dual Characteristics of Technology, Research Policy, vol. 50, no. 1, pp. 104-115, 2021.
D. Pan, J. Zhao, L., Fan, S., and Zhang, Z., Dividend or No Dividend in Delegated Blockchain Governance: A Game Theoretic Analysis, Journal of Systems Science and Systems Engineering, pp. 1-19, 2021.
Z. Liu, Fan, S., Wang, H., and J. Zhao, L., Enabling effective workflow model reuse: A data-centric approach, Decision Support Systems, vol. 93, pp. 11-25, 2017.
S. Fan, Zhao, J. L., Liu, M., and Dou, W., A Framework for the Transformation from Conceptual to Logical Workflow Models, Decision Support Systems, vol. 55, no. 1, pp. 781-794, 2012.
G. Sanjun, Wanchun, D., and Fan, S., A Fuzzy Directed Graph-based QoS Model for Service Composition, Wuhan University Journal of Natural Sciences, vol. 12, no. 5, 2007.
Z. Lin, Whinston, A. B., and Fan, S., Harnessing Internet finance with innovative cyber credit management, Financial Innovation, vol. 1, no. 1, 2015.
S. Fan, Xiao, J. I., Xie, K., and J. Zhao, L., Introduction to the special issue of ECR on E-business innovation with big data, Electronic Commerce Research, 2017.
L. J. Zhao, Fan, S., and Yan, J., Overview of business innovations and research opportunities in blockchain and introduction to the special issue, Financial Innovation, vol. 2, 2016.
S. Fan, Hua, Z., Storey, V., and Zhao, J. L., A Process Ontology Based Approach to Easing Semantic Ambiguity in Business Process Modeling, Data and Knowledge Engineering, vol. 102, 2016.
N. Ilk, Shang, G., Fan, S., and J. Zhao, L., Stability of Transaction Fees in Bitcoin: A Supply and Demand Perspective, MIS Quarterly, vol. 45, no. 2, pp. 563-692, 2021.
S. Fan and Ilk, N., A text analytics framework for automated communication pattern analysis, Information & Management, vol. 57, no. 4, 2020.
M. Liu, Fan, S., Zhao, J. L., and Dou, W., Transformation Framework of Conceptual to Logical Business Process Models, China Journal of Information Systems, vol. 3, no. 1, 2009.
D. Wanchun, Chen, J., Liu, J., Cheung, S. C., Chen, G., and Fan, S., A Workflow Engine-Driven SOA-Based Cooperative Computing Paradigm in Grid Environments, International Journal of High Performance Computing Applications, vol. 22, no. 3, 2008.
S. Fan, Kang, L., and Zhao, J. L., Workflow-Aware Attention Tracking to Enhance Collaboration Management, Information Systems Frontiers, vol. 17, no. 6, pp. 1253–1264, 2015.
Presentations
L. J. Zhao, Fan, S., and Zheng, E., Blockchain-Enabled Trust: The Case of Inter-Firm Dataflow, Americas Conference on Information Systems (AMCIS). New Orleans, 2018.
S. Fan, Li, X., and J. Zhao, L., Collaboration Process Patterns and Efficiency of Issue Resolution in Software Development, 2012 International Conference on Collaboration Technologies and Systems (CTS). Denver, CO, USA, 2012.
Y. Bian, Fan, S., Ye, R. Liying, and J. Zhao, L., Credit Risk Assessment of POS-Loans in the Big Data Era, Workshop on Internet and BigData Finance (WIBF). Hongkong, China, 2014.
L. Kang, Fan, S., and J. Zhao, L., The Design of IdeaWorks: Applying Social Learning Networks to Support Tertiary Education, 2015 International Conference on HCI in Business. 2015.
J. Chen, Shao, R., and Fan, S., Development of Context-based Indices for Measuring Dynamic and Dualistic Nature of Innovation, Academy of Management Annual Conference. Chicago, IL, 2018.
K. Zhang, Fan, S., and Wang, H., An Efficient Recommender System Using Locality Sensitive Hashing, Proceedings of the 51st Hawaii International Conference on System Sciences. Hawaii, 2018.
S. Fan, Tong, Y., and J. Zhao, L., Ever-Changing Workarounds: A Model for Workaround Management Lifecycle in Healthcare Workflow, 2013 SIGBPS Workshop on Business Processes and Service. Milan, Italy, 2013.
J. Wu, Fan, S., Wu, M., and J. Zhao, L., Formation and effect of Social Interactions in Online Brand Community: an Empirical Investigation., The Pacific Asia Conference on Information Systems (PACIS). Chengdu, China, 2014.
J. Chen, Shao, R., Fan, S., and Li, J., Impact of Team Size on Technological Contributions: Unpacking Disruption and Development, AOM Annual Meeting. Vancouver CA, 2020.
N. Ilk, Fan, S., and Shang, G., Investigating the Fee-Delay Relationship in Cryptocurrency Transactions: Evidence from the Bitcoin Network, Workshop on Information Technologies and Systems. Santa Clara, 2018.
J. Chen, Shen, J., and Fan, S., Knowledge Networks, Collaboration Networks, and Innovation: A Replication and Extension, Academy of Management Annual Meeting. Boston, 2019.
N. Ilk and Fan, S., A Process Mining Framework for Communication Pattern Analysis in Online Contact Centers, Winter Conference On Business Analytics. Salt lake city, 2019.
K. Zhang, Ouksel, A. M., Fan, S., and Liu, H., Scalable Audience Targeted Models for Brand Advertising on Social Networks, Proceedings of the 8th ACM Conference on Recommender systems. Foster City, CA, USA, 2014.
S. Fan, Ilk, N., and Zhang, K., Sentiment Analysis in Social Media Platforms: The Contribution of Social Relationships, International Conference on Information Systems. Dallas, 2015.
N. Ilk, Shang, G., and Fan, S., A Supply and Demand Model for Bitcoin’s Data Space Marketplace, Workshop on Information Technologies and Systems. Munich, 2019.
S. Fan, Sia, C. - L., and J. Zhao, L., Towards Collaboration Virtualization Theory, The Pacific Asia Conference on Information Systems (PACIS). Ho Chi Minh City, Vietnam, 2012.