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Full Description
Decision-making Support Systems (DMSS) are computer-based systems that support individual or organisational decision-making processes. Recent advances in information technology and artificial intelligence are enhancing these systems and giving rise to intelligent-DMSS.
This is the first book to provide integrated coverage of the technical aspects of intelligent Decision-Making Support Systems together with discussion of their application and evaluation in organisational structures.
The book brings together up-to-date information on the theory and application of i-DMSS. Readers will learn about the foundations, architectures, methods and strategies for successfully designing, developing, implementing, and evaluating i-DMSS.
This book will be of value to researchers in AI and management studies interested in the latest thinking in decision-making, as well practising managers and consultants who are involved with putting advanced information technologies into practice in organisations.
Contents
Foundations of Intelligent Decision-making Support Systems.- A Multicriteria Model for the Evaluation of Intelligent Decision-making Support Systems (i-DMSS).- On the Legacy of Herbert Simon and his Contribution to Decision-making Support Systems and Artificial Intelligence.- Synergizing the Artificial Intelligence and Decision Support Research Streams: Over a Decade of Progress with New Challenges on the Horizon.- From Knowledge Discovery to Computational Intelligence: A Framework for Intelligent Decision Support Systems.- Taking Decisions into the Wild: An AI Perspective in the Design of i-DMSS.- Development Processes of Intelligent Decision-making Support Systems: Review and Perspective.- Explanatory Power of Intelligent Systems.- Applications of Intelligent Decision-making Support Systems.- A New Paradigm for Developing Intelligent Decision-making Support Systems (i-DMSS): A Case Study on the Development of Comparison-Shopping Agents.- A Causal Knowledge-driven Negotiation Mechanism for B2B Electronic Commerce.- A Simulation Study of Just-in-time Knowledge Management (JITKM).- An IDSS for Regional Aquaculture Planning.- An i-DMSS Based on Bipartite Matching and Heuristics for Rental Bus Allocation.- MicroDEMON: A Decision-making Intelligent Assistant for Mobile Business.- Using System Dynamics and Case-based Reasoning (CBR) to Build an Intelligent Decision-making Support System (i-DMSS) that Improves Strategic Public Decisions.- e-Negotiation Systems and Software Agents: Methods, Models, and Applications.- Knowledge-intensive Collaborative Decision Support for Design Process.- The Application of Semantic Web Technologies for Railway Decision Support.- Trends of Intelligent Decision-making Support Systems.- The Challenge of Supporting Emerging Inference-based Decision-making.- A Role for Information Portals as Intelligent Decision Support Systems: Breast Cancer Knowledge Online Experience.- An Overview of Future Challenges of Decision Support Technologies.- A Challenging Future for i-DMSS.- A Software Laboratory for Advancing Decision Support Simulation.- A Strategic Descriptive Review of the Intelligent Decision-making Support Systems Research: the 1980-2004 Period.- The Optimization of What?.
