Articles

• Tu, Y., Huang, Y., Strader, T., Subramanyam, R., & Shaw, M. (2020). Candidate diversity and granularity in IT portfolio construction. Information Technology and Management, 21 (3), 157-168.  link >
• Sun, R., Garimella, A., Han, W., Chang, H., & Shaw, M. (2020). Transformation of the Transaction Cost and the Agency Cost in an Organization and the Applicability of Blockchain—A Case Study of Peer-to-Peer Insurance. Frontiers in Blockchain.  link >
• Huang, Y., Tu, Y., Strader, T., Shaw, M., & Subramanyam, R. (2019). Selecting the most desirable IT portfolio under various risk tolerance levels. Information Resources Management Journal, 32 (4), 1-19.  link >
• Karhade, P., Shaw, M., & Subramanyam, R. (2015). Patterns in Information Systems Portfolio Prioritization: Evidence from Decision Tree Induction. MIS Quarterly, 39 (2), 413-433.
• Cho, W., & Shaw, M. (2013). Portfolio Selection Model for Enhancing Information Technology Synergy. IEEE Transactions on Engineering Management, 60 (4).
• Cho, W., Shaw, M., & Kwon, H. (2013). The effect of synergy enhancement on information technology portfolio selection. Information Technology and Management, 14 (2), 125-142.  link >
• Zhao, K., Xia, M., & Shaw, M. (2011). What Motivates Firms to Contribute to Consortium-Based E-Business Standardization? Journal of Management Information Systems, 28 (2).
• Tsai, W., & Shaw, M. (2011). An empirical investigation of the impacts of internal/external facilitators on the project success of ERP: A structural equation model. Decision Support Systems, 50 (2).
• Chang, H., Shaw, M., & Lai, F. (2010). U-Health: An Example of a High-Quality Individualized Health Service. Personalized Health, 7 (6), 677-688.
• Gebauer, J., Gribbins, M., & Shaw, M. (2010). Task-Technology Fit for Mobile Information Systems. Journal of Information Technology, 25 259-272.
• Tsai, W., & Shaw, M. (2010). A MCDM approach for sourcing strategy mix decisions in IT projects. Expert Systems with Applications, 37 3870- 3886.
• Zhao, K., Xia, M., Shaw, M., & Subramaniam, C. (2009). The Sustainability of B2B E-marketplaces: Ownership, Market Competition, and Prior Buyer-Seller Connections. Decision Support Systems, 47 (2), 105- 114.
• Chang, H., & Shaw, M. (2009). The Business Value of Process Sharing in Supply Chains: A Study of RosettaNet International Journal of Electronic Commerce, 14 (1), 115.
• Chang, H., Easley, R., & Shaw, M. (2009). Market-Model Based Channel Selection in B2B E-Commerce: Exploring a buyer's adoption decisions. Journal of Organizational Computing and Electronic Commerce, 19 237- 264.
• Piramuthu, S., & Shaw, M. (2009). Learning-Enhanced Adaptive DSS: A Design Science Perspective. Information Technology and Management, 10 41- 54.
• Li, J., & Shaw, M. (2008). Electronic Medical Records, HIPAA, and Patient Privacy. International Journal of Information Security and Privacy, 2 (3), 45- 54.
• Zhao, K., Xia, M., & Shaw, M. (2007). An Integrated Model of Consortia-Based E-business Standardization: Collaborative Development and Adoption with Network Externalities. Journal of Management Information Systems, 23 (4), 247-271.
• Kim, J., Lee, J., Shaw, M., Nelson, M., Chang, H., & Easley, R. (2006). A Preference Scoring Technique for Personalized Advertisements on Internet Storefront. Mathematical and Computer Modelling, 44 (1-2), 3-15.
• Sen, R., King, R., & Shaw, M. (2006). Buyers' Choice of Online Search Strategy and Its Managerial Implications. Journal of Management Information Systems, 23 (1), 211-238.
• Nelson, M., Shaw, M., & Qualls, W. (2006). Interorganizational System Standards Development in Vertical Industries". EM-Electronic Markets.
• Nelson, M., Shaw, M., & Qualls, W. (2005). Interorganizational System Standards Development in Vertical Industries. EM-Electronic Markets, 15 (4), 378-389.
• Zhao, K., Xia, M., & Shaw, M. (2005). Vertical E-Business Standards and Standards Developing Organizations: a Conceptual Framework. EM-Electronic Markets, 15 (4), 289—300.
• Lin, F., Shaw, M., & Chuang, M. (2005). A unified framework for managing Web-based services, Information Systems and e-Business Management. Information Systems and e-Business Management, 3 (3).
• Gebauer, J., & Shaw, M. (2004). Introduction to B2B e-Commerce Research. International Journal of Electronic Commerce, 8 (3).
• Gebauer, J., & Shaw, M. (2004). Success Factors and Benefits of Mobile Business Applications: Results from a Mobile E-Procurement Study. International Journal of Electronic Commerce, 8 (3), 19-41.
• Shaw, M., & Li, J. (2004). Protection of Health Information in Data Mining. International Journal of Healthcare Technology and Management, 6 (2).
• Shaw, M., & Langdon, C. (2003). Patterns of Electronic Intermediation on the Web. Communications of the ACM.
• Shaw, M., & Subramaniam, C. (2003). The Effects of Process Characteristics on thee Value of B2B E-Procurement. Information Technology and Management.
• Shaw, M., & Langdon, C. (2002). Patterns of Electronic Intermediation on the Web. Communications of the ACM.
• Shaw, M., Kim, J., Lee, K., Chang, H., Nelson, M., & Easley, R. (2002). A Preference Scoring Technique for Personalized Advertisements on Internet Storefronts. International Journal of Electronic Commerce, 5 (3), 45-62.
• Gebauer, J., & Shaw, M. (2002). Introduction to Business-to-Business Electronic Commerce. International Journal of Electronic Commerce, 6 (4), 7-17.
• Shaw, M., & Subramaniam, C. (2002). A Study on the Value and Impact of B2B E-Commerce: The Case of Web-based Procurement. International Journal of Electronic Commerce, 6 (4).
• Whitford, D., Gentry, J., Shaw, M., & Tessmer, A. (2002). Using Inductive Learning to Predict Bankruptcy. Journal of Organizational Computing and Electronic Commerce, 12 (1), 39-57.
• Shaw, M., Kim, J., Lee, B., Chang, H., & Nelson, M. (2001). Application of Decision Tree Induction Techniques to Personalized Advertisements on the Internet Storefronts. International Journal of Electronic Commerce, 5 (3), 45-62.
• Kim, J., Lee, B., Shaw, M., Chang, H., & Nelson, M. (2001). Application of Decision-Tree Induction Techniques to Personalized Advertisements on Internet Storefronts. International Journal of Electronic Commerce, 5 (3), 45-62.
• Shaw, M., & Subramaniam, C. (2001). Knowledge Management and Data Mining for Marketing. Decision Support Systems, 31 127-137.
• Shaw, M., Park, S., & Piramuthu, S. (2001). Dynamic Rule Refinement in Knowledge Based Data Mining Systems. Decision Support Systems, 3 205-222.
• Shaw, M., T, G., & Fulkerson, W. (2000). Web-Based Supply-Chain Management. Information Systems Frontiers.
• Shaw, M., Baron, J., & Bailey, Jr., A. (2000). Web-Based Electronic Catalog Systems in the Business-to-Business Procurement Process. Communications of the ACM.
• Shaw, M. (2000). Information-Based Manufacturing with the Web. International Journal of Flexible Manufacturing Systems, 12 (2).
• Shaw, M., Piramuthu, S., & Fulkerson, W. (2000). Information-based Dynamic Manufacturing System Scheduling. International Journal of Flexible Manufacturing Systems, 12 (2).
• Shaw, M., Gardner, D., & Subramaniam, C. (2000). Product Marketing and Channel Management in Electronic Commerce. Information Systems Frontiers.
• Shaw, M., Subramaniam, C., & Gardner, D. (2000). Product Marketing and Channel Management in Electronic Commerce. Information Systems Frontiers.
• Shaw, M. (2000). Building E-Business from Enterprise Systems. Information Systems Frontiers, 2 (1).
• Shaw, M., Strader, T., & Lin, F. (1999). Business-to-Business Electronic Commerce and Convergent Assembly Supply Chain Management. Journal of Information Technology, 14 (4).
• Shaw, M. (1999). Electronic Commerce: Review of Research Issues. Information Systems Frontiers, 1 (1).
• Shaw, M., & Strader, T. (1999). Consumer Cost Differences for Traditional and Internet Markets. Journal of Internet Research, 9 (2).
• Shaw, M., Lin, F., & Tan, G. (1999). Multi-agent Enterprise Modeling. Journal of Organizational Computing and Electronic Commerce, 9 (1), 7-32.
• Shaw, M., Strader, T., & Lin, F. (1999). The Impact of Information Sharing on Order Fulfillment in Divergent Differentiation Supply Chains. Journal of Global Information Management, 7 (1), 16-25.
• Shaw, M., & Sikora, R. (1998). A Multi-agent Framework for the Coordination and Integration of Information systems. Management Science.
• Shaw, M., Strader, T., & Lin, F. (1998). Information Infrastructure for Electronic Virtual Organization Management. Decision Support Systems, 23 (1), 75-94.
• Shaw, M., & Piramuthu, S. (1998). Feature Construction for Enhancing Neural-Net Learning. Management Science, 44 (2), 416-430.
• Shaw, M. (1998). Information Technology for Enterprise Integration. Group Decision and Negotiation, 7 (3).
• Shaw, M. (1998). Introduction on Information-Based Manufacturing. International Journal of Flexible Manufacturing Systems, 10 (3), 195-197.
• Shaw, M., & Lin, F. (1998). Reengineering the Order Fulfillment Process in Supply Chain Networks. International Journal of Flexible Manufacturing Systems, 10 (3), 197-230.
• Shaw, M., Piramuthu, S., & Raman, N. (1998). Decision Support System for Scheduling a Flexible Flow System: Incorporation of Feature Construction. Annals of Operations Research, 78 219-234.
• Shaw, M., Strader, T., & Lin, F. (1998). Simulation of Order Fulfillment in Divergent Assembly Supply Chains. Journal of Artificial Societies and Social Simulation, 1 (2).
• Shaw, M., & Blanning, R. (1997). Artificial Intelligence for Management Science. Annals of Operations Research, 75.
• Shaw, M., & Lin, F. (1997). Active Training of Backpropagation Neural Networks Using the Learning by Experimentation Methodology. Annals of Operations Research, 75 105-122.
• Shaw, M., & Schlueter, C. (1997). A Strategic Framework for Developing Electronic Commerce. IEEE Internet Computing, 20-29.
• Shaw, M., Park, S., & Raman, N. (1997). Adaptive Scheduling in Dynamic Flexible Manufacturing Systems: An Inductive Learning Approach. IEEE Transactions on Automation & Robotics, 13 (4), 486-502.
• Shaw, M., Seidmann, A., & Whinston, A. (1997). Information Technology for Automated Manufacturing Enterprises. International Journal of Flexible Manufacturing Systems, 9 (2), 115-120.
• Shaw, M., Tan, G., & Hayes, C. (1997). Concurrent Product Design. IEEE Potentials.
• Shaw, M., Lee, I., & Sikora, R. (1997). A Genetic Algorithm Approach to Flexible Flow Scheduling. IEEE Transactions on Systems, Man and Cybernetics, 27 (1), 36-54.
• Shaw, M., & Strader, T. (1997). Characteristics of Electronic Markets. Decision Support Systems, 21 185-198.
• Shaw, M., & Thomas, H. (1997). Electronic Commerce: Introduction to the Special Issue. Decision Support Systems, 21.
• Shaw, M., Gardner, D., & Thomas, H. (1997). Research Opportunities in Electronic Commerce. Decision Support Systems, 21 149-156.
• Shaw, M., Gardner, D., & Thomas, H. (1997). Research Opportunities in Electronic Commerce. Decision Support Systems, 21 149-156.
• Shaw, M., Lin, F., & Locascio, A. (1997). Scheduling Printed Circuit Board Production Systems Using the Two-Level Scheduling Approach. Journal of Manufacturing Systems, 16 (2), 129-149.
• Shaw, M., Hayes, C., & Tan, W. (1996). An Intelligent-Agent Framework for Concurrent Product Design and Planning. IEEE Transactions on Engineering Management, 43 (3).
• Shaw, M., & Sikora, R. (1996). A Computational Study of Distributed Rule Learning. Information Systems Research, 7 (2), 189-197.
• Shaw, M. (1996). Cooperative Problem Solving and Learning in Multi-Agent Information Systems. International Journal of Computational Intelligence in Organizations, 1 (1), 21-34.
• Shaw, M., Sikora, R., & Chhajed, D. (1996). Integrating the Lot-Sizing and Sequencing Decisions for Lead-Time Reduction in a Printed Circuit Boards Manufacturing Environment. Computers & Industrial Engineering, 30 (4), 659-671.
• Sikora, R., Chhajed, D., & Shaw, M. (1996). Integrating a Lot-Sizing and Sequencing Decision for Lead-Time Reduction in Printed Circuit Boards Manufacturing Environment. Computers & Industrial Engineering, 30 (4), 659-679.
• Shaw, M., & Yuan, Y. (1995). Induction of Fuzzy Decision Trees. International Journal for Fuzzy Sets & Systems, 69 (2), 125-139.
• Shaw, M., & Sikora, R. (1994). A Double-Layered Learning System for Financial Classification. Orsa Journal on Computing, 6 (2), 174-187.
• Shaw, M., & Piramuthu, S. (1994). A Classification Approach Using Multi-Layered Perceptions. Decision Support Systems, 11 (5), 509-526.
• Shaw, M., Piramuthu, S., & Raman, N. (1994). Learning-Based Scheduling in a Flexible Manufacturing Flow Line. IEEE Transactions on Engineering Management, 41 (2), 172-182.
• Shaw, M., Park, P., Gervasio, G., & DeJong, D. (1993). Explanation-Based Learning for Process Planning. IEEE Transactions on Systems, Man and Cybernetics, 23 (4), 1597-1617.
• Shaw, M. (1993). Machine Learning Methods for Intelligent Decision Support Systems. Decision Support Systems, 10 (2), 79-83.
• Shaw, M., Piramuthu, S., & Kuan, C. (1993). Learning Algorithms for Neural-Net Decision Support. Orsa Journal on Computing, 5 (4), 361-373.
• Shaw, M., & Fox, M. (1993). Distributed Artificial Intelligence for Group Decision Support. Decision Support Systems, 9 (4), 349-367.
• Shaw, M., Piramuthu, S., Park, S., & Raman, N. (1993). Integration of Simulation Modeling and Inductive Learning in Adaptive Decision Support Systems. Decision Support Systems, 9 (1), 127-142.
• Shaw, M., Tessmer, A., & Gentry, J. (1993). Inductive Learning for International Financial Evaluation: A Layered Approach. Journal of Management Information Systems, 9 (4), 17-36.
• Shaw, M., Solberg, J., & Woo, A. (1992). System Integration: An Introduction. IIE Transactions on Systems Integration, 24 (3), 2-6.
• Shaw, M., Park, S., & Raman, N. (1992). Intelligent Scheduling with Machine Learning Capabilities. IIE Transactions, 156-168.
• Shaw, M., & Menon, U. (1990). Intelligent Fault Diagnosis in Manufacturing Systems: A Qualitative Reasoning Approach. Decision Support Systems, 6 (1), 59-81.
• Shaw, M., & Gentry, J. (1990). Integrating Problem Solving and Machine Learning Methods for Financial Analysis. IEEE Experts, 5 (1), 47-53.
• Shaw, M., Gentry, J., & Piramuthu, S. (1990). Inductive Learning Systems for Decision Support: A Comparative Study. Computer Science in Economics & Management, 3 147-165.
• Shaw, M., & Whinston, A. (1989). An Artificial Intelligence Approach to Scheduling in Flexible Manufacturing Systems. IIE Transactions, 21 (2), 170-183.
• Shaw, M. (1989). A Pattern-Directed Inference Approach to FMS Scheduling. International Journal of Flexible Manufacturing Systems, 2 (2), 121-144.
• Shaw, M., Tu, P., & Prabuddha, D. (1988). Machine Learning Techniques for Model Management. Decision Support Systems, 4 (3), 285-305.
• Shaw, M., & Gentry, J. (1988). Using an Expert System with Inductive Learning for Evaluating Business Loans. Financial Management, 45-55.
• Shaw, M. (1988). A Knowledge-Based Scheduling System for Flexible Manufacturing. International Journal of Production Research, 26 (5), 821-844.
• Shaw, M. (1988). Applying Artificial Intelligence to the Scheduling of Flexible manufacturing Systems: A Pattern-Directed Approach. Annals of Operations Research, 15 353-376.
• Shaw, M. (1988). Dynamic Scheduling in Cellular Manufacturing Systems: A Framework for Networked Decision Making. Journal of Manufacturing Systems, 7 (2), 83-94.
• Shaw, M. (1988). FMS Scheduling as Cooperative Problem Solving. Annals of Operations Research, 17 323-346.
• Shaw, M., & Whinston, A. (1988). A Distributed Knowledge-Based Approach to Flexible Automation: The Contract-Net Framework. International Journal of Flexible Manufacturing Systems, 1 (1), 85-104.
• Shaw, M., & Wiegand, G. (1988). Intelligent Information Processing for Integrated Manufacturing. FMS Magazine, 6 (3), 137-140.
• Shaw, M. (1987). Machine Learning Methods for Enhancing Knowledge-Based Expert Systems. Decision Support Systems, 3 (4), 319-332.
• Shaw, M. (1987). Distributed Planning in Cellular Flexible Manufacturing Systems: A Task Negotiation Approach. Information Systems & Operations Research, 25 (5), 13-25.
• Shaw, M. (1987). Knowledge-Based Scheduling in Flexible Manufacturing Systems: An Integration of Pattern Directed Inference and Heuristic Search. Texas Instruments Technical Journal, 54-61.

Book Chapters

• Burke, J., Gebauer, J., & Shaw, M., G. Adomavicius and A. Gupta (Ed.) (2009). The Efficacy of Mobile Computing for Enterprise Applications. Business Computing ( pp. 347- 370). Emerald Group Publishing, Ltd.
• Karhade, P., Shaw, M., & Subramanyam, R., M. Nelson, M. Shaw, and T. Strader (Ed.) (2009). Evolution of Decision Rules Used for IT Portfolio Management: An Inductive Approach. Value Creation in e-Business Management, Vol 36., Lecture Notes on Business Information Processing ( pp. 307-320). Berlin-Heidelberg: Springer-Verlag.
• Piramuthu, S., & Shaw, M., Burstein, F. and Holsapple, C. (Ed.) (2008). A Learning-Enhanced Adaptive Decision Support System Framework. Handbook on Decision Support Systems ( pp. 711- 719). Berlin-Heidelberg: Springer-Verlag.
• Nelson, M., Shaw, M., Miller, T., & Shen, Y., Michael J. Shaw (Ed.) (2006). Measuring the Business Benefits of Web-based Interorganizational Systems: A Co-Adoption Model for Standards Development. e-Commerce and the Digital Economy, Advances in Management Information Systems (AMIS) ( pp. 3-17). Armonk, NY: M.E. Sharpe.
• Xia, M., Zhao, K., & Shaw, M., K. Tomak (Ed.) (2004). The Structure evolution of B2B enterprise networks. Advances in the Economics of Information Systems Hershey, PA: Idea Group Publishing.
• Gebauer, J., Haacker, D., & Shaw, M., M. J. Shaw (Ed.) (2003). Global Non-Production Procurement at Motorola: Managing the Evolving Enterprise Infrastructure. E-Business Management ( pp. 133-154). Boston: Kluwer Academic Publishers.
• Qualls, W., Nelson, M., Shaw, M., Shen, Y., & Wong, R., Michael Shaw (Ed.) (2003). Modularized Interoperability in Supply Schians: A Co-Adoption Study of RosettaNet's XML Based Inter-organizational Systems. E-Business Management: Integration of Web Technologies with Business Models Boston: Kluwer Academic Publishers.
• Wei, C., Shaw, M., & Piramuthu, S., Clyde Holsapple (Ed.) (2003). Survey of Data Mining. Handbook on Knowledge Management ( pp. 157- 189). Berlin-Heidelberg: Springer-Verlag.
• Nelson, M., Shen, Y., & Shaw, M. (2002). e-Business Management Models: A Services Perspective from the Revere Group. e-Business Management: Integration of Web Technologies with Business Models ( pp. 77-108). Berlin-Heidelberg: Springer-Verlag.
• Shaw, M., & Sikora, R., C. Holsapple, et al. (Ed.) (2002). Multi-Agent Enterprise Modeling. Business Modeling Norwell, Massachusetts: Kluwer Academic Publishers.
• Shaw, M., Chhajed, D., & Lee, I., J. Lavelle, H. Liggett, & H. Paresi (Ed.) (2002). A Strategic Evaluation Methodology for Advanced Manufacturing Technologies: Integration of Product, Process, and Financial Evaluation. Economic Evaluation of Advanced Technologies: Techniques and Case Studies ( pp. 119-146). New York: Taylor and Francis.
• Shaw, M., Wei, C., & Easley, R., P. Kannan (Ed.) (2002). Web-Based Recommendation Systems for Personalization in Electronic Commerce. E-Service Management Norwell, Massachusetts: Kluwer Academic Publishers.
• Shaw, M., Wei, C., & Piramuthu, S., C. Holsapple (Ed.) (2002). Survey of Data Mining. Handbook on Knowledge Management Berlin-Heidelberg: Springer-Verlag.
• Shaw, M., Ahuja, N., & Hutchinson, S. (2000). Coordination and Collaboration in Multi-Agent Robot Systems. Handbook on Industrial Robotics England: John Wiley & Sons.
• Shaw, M., Lin, F., & Strader, T., F. Luna (Ed.) (2000). Applying Multi-Agent Simulation to Evaluate Enterprise Supply Chains. Economic Simulations in Swarm. Agent Baded Modelling and Object Oriented Programming Norwell, Massachusetts: Kluwer Academic Publishers.
• Shaw, M. (1999). Electronic Commerce: State of the Art. Handbook of Electronic Commerce Berlin-Heidelberg: Springer-Verlag.
• Shaw, M., Baron, J., & Bailey, A. (1999). Electronic Catalogs in Web-based Business-to-Business Procurement. Handbook of Electronic Commerce Berlin-Heidelberg: Springer-Verlag.
• Shaw, M., Schlueter, C., & Roghe, F. (1999). Consumer Mass Market Online Payment Systems. Handbook of Electronic Commerce Berlin-Heidelberg: Springer-Verlag.
• Shaw, M., Subramaniam, C., & Gardner, D. (1999). Product Marketing on the Internet. Handbook of Electronic Commerce Berlin-Heidelberg: Springer-Verlag.
• Shaw, M., Subramaniam, C., & Gardner, D. (1999). Product Marketing on the Internet. Handbook of Electronic Commerce Berlin-Heidelberg: Springer-Verlag.
• Shaw, M., Tan, G., & Fulkerson, W. (1999). Web-Based Supply-Chain Management. Handbook of Electronic Commerce Berlin-Heidelberg: Springer-Verlag.
• Shaw, M., & Jhee, W. (1996). Time Series Prediction Using Minimally Structured Neural Networks: An Empirical Test. Neural Networks in Finance and Investing ( pp. 763-776). Irwin Publishing.
• Shaw, M., Harrow, B., & Herman, S., R. Blanning & D. Krug (Ed.) (1996). Distributed Artificial Intelligence for Multi-Agent Problem Solving and Group Learning. Artificial Intelligence in Organizational Design, Modeling and Control ( pp. 121-141). IEEE Computer Society Press.
• Shaw, M., Park, S., Piramuthu, S., & Raman, N., W. T. Scherer & D.E. Brown (Ed.) (1994). Intelligent Scheduling with Machine Learning. Intelligent Scheduling Systems ( pp. 193-214). Norwell, Massachusetts: Kluwer Academic Publishers.
• Shaw, M., Fox, M., Gardner, E., & Safier, S., M. Green (Ed.) (1992). The Role of Architecture in Computer-Assisted Design Systems. Knowledge-Aided Design ( pp. 157-195). New York: Academic Press.
• Shaw, M., Park, S., Piramuthu, S., & Raman, N., G. Gottlob & W. Nejdl (Ed.) (1990). Integrating Inductive Learning and Simulation in Rule-based Scheduling. Lecture Notes in Artificial Intelligence: Expert Systems in Engineering: Principles and Applications ( pp. 152-167). Berlin-Heidelberg: Springer-Verlag.
• Shaw, M. (1989). Applying Distributed Artificial Intelligence to Flexible Manufacturing. Advanced Information Technologies for Industrial Material Flow Systems ( pp. 81-93). Berlin-Heidelberg: Springer-Verlag.
• Shaw, M., & Gentry, J. (1989). The Use of Inductive Learning for Financial Analysis. Expert Systems in Economics, Banking and Management ( pp. 43-53). North-Holland Publishers.
• Shaw, M., & Whinston, A., L. Gasser & M. Huns (Ed.) (1989). Learning and Adaptation in a Distributed Artifical Intelligence System. Distributed Artificial Intelligence ( pp. 413-429). Los Altos, CA: Morgan Kaufmann.
• Shaw, M., Menon, U., & Park, S., A. Kusiak (Ed.) (1988). Machine Learning Methods for Computer-aided Process Planning. Expert Systems and Manufacturing Designs ( pp. 111-147). MI: Society of Manufacuring Engineer Press.
• Shaw, M., Wang, S., & Whinston, A., S. Wang & Whinston (Ed.) (1987). Knowledge Representation for Decision Support in Computer Integrated Manufacturing Systems. Artificial Intelligence: Its Impact on Computer Integrated Manufacturing ( pp. 329-337). Berlin-Heidelberg: Springer-Verlag.
• Shaw, M., & Whinston, A., A. Kusiak (Ed.) (1986). Applications of Artifical Intelligence Techniques to the Planning and Scheduling of FMS. Flexible Manufacturing Systems: Methods and Studies ( pp. 223-242). North-Holland Publishers.

Books and Monographs

• Cho, W., Fan, M., Shaw, M., Yoo, B., & Zhang, H., Cho, Wooje; Fan, Ming; Shaw, Michael J.; Yoo, Byungjoon; Zhang, Han (Ed.) (2018). Digital Transformation: Challenges and Opportunities. ( vol. 328, pp. 1-131). Dordrecht: Springer.
• Fan, M., Golden, W., Heikkilä, J., Li, H., Shaw, M., & Zhang, H., Fan M., Golden W., Heikkilä J., Li H., Shaw M.J., Zhang H. (Ed.) (2017). E-Life: Web-Enabled Convergence of Commerce, Work, and Social Life. ( vol. 296, pp. 1-237). Dordrecht: Springer.
• Sugumaran, V., Yoon, V., & Shaw, M., Sugumaran V., Yoon V., Shaw M.J. (Ed.) (2016). Internetworked World. ( vol. 258, pp. 1-240). Dordrecht: Springer.
• Sugumaran, V., Yoon, V., & Shaw, M., Sugumaran, V., Yoon, V.,Shaw, M. (Ed.) (2016). E-Life: Web-Enabled Convergence of Commerce, Work, and Social Life. Berlin-Heidelberg: Springer-Verlag.
• Shaw, M., Zhang, D., & Yue, W. (2012). E-Life: Web-Enabled Convergence of Commerce, Work, and Social Life. Berlin-Heidelberg: Springer-Verlag.
• Nelson, M., & Shaw, M. (2010). Sustainable e-Business Management. Berlin-Heidelberg: Springer-Verlag.
• Nelson, M., Shaw, M., & Strader, T. (2009). Value Creation in e-Business Management, Lecture Notes on Business Information Processing, Vol. 36. Berlin-Heidelberg: Springer-Verlag.
• Shaw, M. (2006). E-Commerce and the Digital Economy. Armonk, NY: M.E. Sharpe.
• Shaw, M. (2003). E-Business Management. Kluwer Academic Press.
• Shaw, M. (2000). Information-Based Manufacturing: Technology and Management. Kluwer Academic Press.
• Shaw, M., Blanning, R., Strader, T., & Whinston, A. (2000). Handbook on Electronic COmmerce. Berlin-Heidelberg: Springer-Verlag.
• Pirkul, H., & Shaw, M. (1996). Proceedings of the First INFORMS Conference on Information Systems and Technology.

Conference Proceedings

• Burke, J., & Shaw, M. Forthcoming. Modeling Dependence in IT Portfolio Management Using Copulas. Workshop on e-Business.
• Huang, Y., & Shaw, M. Forthcoming. Determining Key Attributes for Profiling the Information Technology (IT) Portfolios. Conference on Information Systems and Technology.
• Yang, Y., Han, W., & Shaw, M. Forthcoming. A Framework for Disruptive Innovation Diffusion Research. 22nd Americas Conference on Information Systems (AMCIS.
• Shaw, M. (2019). Introduction to the Service Science Minitrack. ( pp. 1885). PROCEEDINGS OF THE 52ND ANNUAL HAWAII INTERNATIONAL CONFERENCE ON SYSTEM SCIENCES.
• Cho, W., Fan, M., Shaw, M., Yoo, B., & Zhang, H. (2018). Digital Transformation: Challenges and Opportunities. ( vol. 328, pp. 1-131). 16th Workshop on e-Busines, Dordrecht: Springer.
• Shaw, M. (2018). Introduction to the Service Science Minitrack. ( pp. 1590). PROCEEDINGS OF THE 51ST ANNUAL HAWAII INTERNATIONAL CONFERENCE ON SYSTEM SCIENCES (HICSS.
• Ghoshal, A., Larson, E., Subramanyam, R., & Shaw, M. (2015). The Impact of Business Analytics Strategy on Social, Mobile, and Cloud Computing Adoption. Academy of Management Annual Meeting.
• Huang, Y., Shaw, M., Larson, E., & Subramanyam, R. (2015). How Do We Construct Information Technology (IT) Portfolios? – Attributes, Measurements, and Different Types of IT Portfolios. JAIS Theory Development Workshop held in conjunction with the International Conference on Information Systems (ICIS.
• Huang, Y., Shaw, M., Subramanyam, R., & Tu, Y. (2015). How Can a Firm Select the Most Qualified IT Portfolio Choice under Various Risk Tolerance Levels? Americas Conference on Information Systems.
• Ghoshal, A., Larson, E., Subramanyam, R., & Shaw, M. (2014). The Impact of Business Analytics Strategy on Social, Mobile, and Cloud Computing Adoption. International Conference on Information Systems.
• Huang, Y., Larson, E., Shaw, M., & Subramanyam, R. (2013). How do you invest in IT to create Business Value? Conference on Information Systems and Technology.
• Huang, Y., Larson, E., & Shaw, M. (2013). Using a Mark-to-Market Valuation Technique to Objectively Measure IT Portfolio Value Creation. Americas Conference on Information Systems.
• Tu, Y., Shaw, M., Subramanyam, R., & Larson, E. (2013). An Examination of IT Initiative Portfolio Characteristics and Investment Allocation: A Computational Modeling and Simulation Approach. Americas Conference on Information Systems.
• Lin, F., Maglio, P., & Shaw, M. (2011). Service Science for Management and Engineering. Hawaii International Conference on System Sciences.
• Burke, J., & Shaw, M. (2010). Managing an IT Project Portfolio using Real Option Techniques. Workshop on e-Business.
• Burke, J., & Shaw, M. (2009). Asymmetric Correlation in IT Project Portfolio Management. American Conference on Information Systems.
• Cho, W., & Shaw, M. (2009). Does IT Synergy Matter in IT Portfolio Selection? International Conference on Information Systems.
• Karhade, P., Shaw, M., & Subramanyam, R. (2009). Evolution of Decision Rules Used for IT Portfolio Management: An Inductive Approach. Americas Conference on Information Systems, AIS, New York.
• Karhade, P., Shaw, M., & Subramanyam, R. (2009). Patterns in Strategic IS Planning Decisions: An Inductive Approach. Americas Conference on Information Systems, AIS, New York.
• Shaw, M., & Burke, J. (2008). Analysis In IT Portfolio Management: A Case Study. Workshop on e-Business.
• Cho, W., & Shaw, M. (2007). IT Portfolio Optimization. Workshop on e-Business.
• Cho, W., & Shaw, M. (2007). Optimizing IT Investment Decisions through an IT Portfolio Selection Model. INFORMS Conference.
• Zhao, K., Xia, M., & Shaw, M. (2007). Contribution of Vendors and Users in Consortium-Based E-business Standardization: An Empirical Investigation. Workshop on e-Business.
• Gebauer, J., Shaw, M., & Gribbins, M. (2004). Usage and Impact of Mobile Business Applications-An Assessment Based on the Concept of Task/Technology Fit. Tenth Americas Conference on Information Systems.
• Gebauer, J., Shaw, M., & Lenz, M. (2004). A Multi-Perspective Case Study of Information-Technology Innovation Adoption. Third Workshop on e-Business.
• Shaw, M., & Shen, S. (2004). Managing Coordination in EmergencyResponse Systems with Information Technologies. American Conference on Information Systems.
• Shaw, M., Gribbons, M., & Subramaniam, C. (2004). The Impact of Process and Technology Factors on Users' Assessment of the E-Procurement with Procurement Process. Proceedings of the Workship one-Business.
• Gribbins, M., Shaw, M., & Gebauer, J. (2003). An Investigation into Employees' Acceptance of Integrating Mobile Commerce Into Organizational Processes. Ninth Americas Conference on Information Systems.
• Shaw, M., & Nelson, M. (2003). The Adoption and Diffusion of Inter-Organizational System Standrds and Process Innovations. MIS Quarterly Special Issue Workship on Standards Making.
• Shaw, M., Xia, M., & Zhao, K. (2003). Open e-Business Standard Development and Adoption: An Integrated Perspective. MIS Quarterly Special Issue Workship on Standards Making.
• Gebauer, J., & Shaw, M. (2002). A Theory of Task/Technology Fit for Mobile Applications to Support Organizational Processes. First Workshop on e-Business.
• Gebauer, J., Shaw, M., & Zhao, K. (2002). A Different View of IT Evaluation-The Case of Emerging Technologies. Ninth European Conference on Information Technology Evaluation.
• Gebauer, J., Shaw, M., & Zhao, K. (2002). Assessing the Value of Emerging Technologies-The Case of Mobile Technologies to Enhance Business-to-Business Applications. Fifteenth Bled Electronic Commerce Conference.
• Gebauer, J., Shaw, M., & Zhao, K. (2002). The Efficacy of Mobile e-Procurement: A Pilot Study. Thirty-Sixth Annual Hawaii International Conference on System Sciences.
• Shaw, M., & Chang, H. (2002). Evaluating the Impact of Supplier Participation on Investment Strategies of Buyer-based B2B E-Commerce Systems Using Game-Based Option Valuation Analysis. American Conference on Information Systems.
• Shaw, M., Xia, M., & Subramaniam, C. (2002). Business-to-Business Collaborations and Evolution of Enterprise. Workshop on Information Systems and Economics.
• Shaw, M., & Subramaniam, C. (2001). Exploring the Role of Process and Organizational Factors in B2B E-Commerce Impact: An Economic Perspective of Buyer-side B2B System. Conference on Information Systems and Technology.
• Shaw, M., Chang, H., & Easley, R. (2001). Market-Model Based Channel Selection in B2B E-Commerce: Deciding Between a Private or an Independent E-Marketplace. Conference on Information Systems and Technology.
• Shaw, M., Li, J., & Tan, W. (2000). Information Sharing in Supply-Chain Management. European Conference on Information Systems.
• Shaw, M., & Tan, G. (1999). E-Swarm: A Complex Adaptive System for Enterprise Modeling. ( pp. 364-366). International Decision Science Institute Conference.
• Shaw, M., Subramaniam, C., Gardner, D., & Wilke, M. (1999). Applications of Data Mining to Marketing Knowledge Management. International Society of DSS Conference.
• Shaw, M., Subramaniam, C., Gardner, D., & Wilke, M. (1999). Applications of Data Mining to Marketing Knowledge Management. International Society of DSS Conference.
• Shaw, M., & Tan, G. (1998). Managing Supply-chain Network in a Component Environment. International Conference on Information Systems.
• Shaw, M., & Schlueter, C. (1998). An Organizational Ecosystems Simulator Applied to Electronic Commerce. INFORMS Conference on Information Systems and Technology.
• Shaw, M., Lin, F., & Tan, G. (1998). Modeling Supply-Chain Networks by a Multi-Agent System. ( vol. 5, pp. 105-114). Hawaii International Conference on System Sciences: IEEE Computer Society Press.
• Shaw, M., Park, S., Kim, J., & Piramuthu, S. (1997). A Comparative Study on Rule Refinement in Expert Systems. International Society of DSS Conference.
• Shaw, M., & Lin, F. (1996). Multi-Agent Information Systems for Reengineering the Order Fulfillment Process in Supply-Chain Networks. Workshop on Groupware for Office Automation.
• Shaw, M. (1994). Information Technology for Enterprise Integration. International Conference on Information Systems.
• Shaw, M., & Jhee, W. (1994). Time Series Prediction Using Minimally Structured Neural Networks: An Empirical Test. ( pp. 266-271). World Congress on Neural Networks.
• Shaw, M., & Piramuthu, S. (1994). On Using Decision Tree as Feature Selector for Feed-forward Neural Networks. ( pp. 67-74). International Symposium on Integrating Knowledge and Neural Heuristics.
• Shaw, M., & Sikora, R. (1994). Manufacturing Information Coordination and System Integration by a Multi-Agent Framework. ( pp. 335-362). International Distributed Artificial Intelligence Workshop.
• Shaw, M., Lee, I., & Sikora, R. (1993). Joint Lot Sizing and Sequencing for Scheduling with Genetic Algorithms: Evolving the Chromosome Structure. ( pp. 383-391). International Conference on Genetic Algorithms.
• Shaw, M. (1993). Machine Learning Methods for Intelligent, Dynamic Scheduling. ( pp. 166-180). NSF Intelligent, Dynamic Scheduling for Manufacturing Workshop.
• Shaw, M., Ragavan, H., Rendell, L., & Tessmer, A. (1993). Complex Concept Acquisition through Directed Search & Feature Caching, and Practical Results in a Financial Domain. ( pp. 946-951). International Joint Conference on Artificial Intelligence, Los Altos, CA: Morgan Kaufmann.
• Shaw, M. (1992). A Framework for Distributed Knowledge-Based Systems. ( pp. 176-190). Workshop on Information Technology and Systems: MIT Press.
• Shaw, M., Herman, S., & Harrow, B. (1991). Distributed Artificial Intelligence for Multi-Agent Problem Solving and Group Learning. ( pp. 13-26). Hawaii International Conference on System Sciences.
• Shaw, M. (1990). Mechanisms for Cooperative Problem Solving and Multi-Agent Learning in Distributed Artificial Intelligence Systems. ( pp. 1-23). AAAI International Workshop on Distributed Artificial Intelligence.
• Shaw, M. (1990). Multi-Agent Learning and Problem-Solving Methods for Group Decision Support: A Distributed Problem Solving Framework. ( pp. 69-96). International Society of DSS Conference.
• Shaw, M. (1990). NEST: A Networked Expert Systems Test-bed for Cooperative Problem Solving. ( pp. 11-17). Working Conference on Cooperating Knowledge Based Systems.
• Shaw, M., Park, S., & Raman, N. (1989). Heuristic Learning for Pattern-Directed Scheduling in Flexible Manufacturing Systems. ( pp. 369-376). ORSA/TIMS Conference on Flexible Manufacturing Systems, Kidlington, UK: Elsevier Science Publishers.
• Shaw, M. (1986). A Pattern-Directed Approach to FMS Planning and Scheduling. ( pp. 545-554). ORSA/TIMS Conference on Flexible Manufacturing Systems.
• Shaw, M. (1986). A Two-Level Planning and Scheduling Approach to Computer Integrated Manufacturing. ( pp. 185-196). National Bureau of Standards Conference on Real-Time Optimization in Automated Manufacturing Systems.
• Shaw, M., & Whinston, A. (1985). Automatic Planning and Flexible Scheduling: A Knowledge-Based Approach. ( pp. 890-894). IEEE International Conference on Automation and Robotics.
• Shaw, M., & Whinston, A. (1985). Distributed Planning and Flexible Automation. ( pp. 184-189). IEEE International Conference on Applications of Artificial Intelligence.

Instructional Material

• Shaw, M., Blanning, R., Strader, T., & Whinston, A. (1999). Handbook on Electronic Commerce. Berlin-Heidelberg: Springer-Verlag.

Presentations

• Shaw, M. (2016). Using the Internet of Things for Digital Service Innovation (Keynote). Forum on Service Research.
• Ghoshal, A., Larson, E., Subramanyam, R., & Shaw, M. (2014). The Impact of Business Analytics Strategy on Social, Mobile, and Cloud Computing Adoption. International Conference on Information Systems.
• Ghoshal, A., Subramanyam, R., & Shaw, M. (2014). The Impact of Business Analytics Strategy on Social, Mobile, and Cloud Computing Adoption International Conference on Information Systems.
• Shaw, M. (2013). Value Creation for Big Data. Big Data and Smart Living.
• Shaw, M. (2012). Business Analytics for Enterprise Applications. Conference on Big Data.
• Shaw, M. (2011). Cloud Computing and Mobile Services. Hawaii International Conference on System Sciences.
• Karhade, P., Shaw, M., & Subramanyam, R. (2010). Evolution of Routines: Evidence from Information Technology Portfolio Management. Academy of Management Annual Meeting.
• Karhade, P., Shaw, M., & Subramanyam, R. (2010). Patterns in Information Technology Portfolio Decision Making: An Inductive Approach. Academy of Management Annual Meeting.
• Burke, J., & Shaw, M. (2009). The Effect of Positive Quadrant Dependence Between Projects on Portfolio Value. Workshop on e-Business.
• Shaw, M. (2009). Managing IT Portfolio with Options, Synergies, and Balances: An Integrated Approach. Workshop on e-Business.
• Zhao, K., Xia, M., & Shaw, M. (2007). Contribution of Vendors and Users in Consortium-Based E-business Standardization: An Empirical Investigation. Workshop on e-Business.
• Gebauer, J., Shaw, M., & Lenz, M. (2004). A Multi-Perspective Case Study of Information-Technology Innovation Adoption. Third Workshop on e-Business.
• Gebauer, J., Shaw, M., & Gribbins, M. (2004). Usage and Impact of Mobile Business Applications-An Assessment Based on the Concept of Task/Technology Fit. Tenth Americas Conference on Information Systems.
• Gebauer, J., & Shaw, M. (2003). A Theory of Task/Technology Fit for Mobile Applications to Support Organizational Processes. First Workshop on e-Business.
• Xia, M., Zhao, K., Shaw, M., & Subramaniam, C. (2002). Business-to-business collaborations and evolution of enterprise. Workshop on Information Systems and Economics.
• Xia, M., Yang, R., & Shaw, M. (2002). Outside option, bargaining power, and e-marketplaces. INFORMS National Meetings.
• Gebauer, J., Shaw, M., & Zhao, K. (2002). A Different View of IT Evaluation-The Case of Emerging Technologies. Ninth European Conference on Information Technology Evaluation.
• Gebauer, J., Shaw, M., & Zhao, K. (2002). Assessing the Value of Emerging Technologies-The Case of Mobile Technologies to Enhance Business-to-Business Applications. Fifteenth Bled Electronic Commerce Conference.
• Gebauer, J., Shaw, M., & Zhao, K. (2002). The Efficacy of Mobile e-Procurement: A Pilot Study. Thirty-Sixth Annual Hawaii International Conference on System Sciences.

Working Papers

• Lin, Y., Ahsen, M., Shaw, M., & Seshadri, S. The impacts of patients’ sentiment trajectory features on their willingness to share in online support groups.
• Lin, Y., Yang, S., Garimella, A., & Shaw, M. Past, Present, And Future Focus in Entrepreneurial Narratives: Does Language Temporal Structure Influence Fundraising Performance.