Supporting Real Time Decision-Making
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Supporting Real Time Decision-Making

The Role of Context in Decision Support on the Move
 eBook
Sofort lieferbar | Lieferzeit: Sofort lieferbar I
ISBN-13:
9781441974068
Veröffentl:
2010
Einband:
eBook
Seiten:
320
Autor:
Frada Burstein
Serie:
13, Annals of Information Systems
eBook Typ:
PDF
eBook Format:
Reflowable eBook
Kopierschutz:
Digital Watermark [Social-DRM]
Sprache:
Englisch
Beschreibung:

Supporting Real Time Decision-Making presents some of the best practices in teaching and research in the field, and looks to the future developments anticipated over the next twenty years The text provides a comprehensive treatment of real-time decision support systems in one cohesive volume.

This volume of Annals of Information Systems will acknowledge the twentieth anniversary of the founding of the International Society for Decision Support Systems (ISDSS) by documenting some of the current best practices in teaching and research and envisioning the next twenty years in the decision support systems field. The volume is intended to complement existing DSS literature by offering an outlet for thoughts and research particularly suited to the theme of describing the next twenty years in the area of decision support.

Several subthemes are planned for the volume. One subtheme draws on the assessments of internationally known DSS researchers to evaluate where the field has been and what has been accomplished. A second subtheme of the volume will be describing the current best practices of DSS research and teaching efforts. A third subtheme will be an assessment by top DSS scholars on where the DSS discipline needs to focus in the future. The tone of this volume is one of enthusiasm for the potential contributions to come in the area of DSS; contributions that must incorporate an understanding of what has been accomplished in the past, build on the best practices of today, and be integrated into future decision making practices.

Challenges of Real-Time Decision Support.- Improvisation of Model for Real-Time Decision Making.- Context Prediction in Pervasive Computing Systems: Achievements and Challenges.- A Contextual Methodology for Modelling Real-Time Decision Making Support.- Towards Real-Time Context Awareness for Mobile Users: A Declarative Meta-Programming Approach.- The Role of Context for Crisis Management Cycle.- The Contextual and Collaborative Dimensions of Avatar in Real-Time Decision Making.- Beyond Rationality: Information Design for Supporting Emergent Groups in Emergency Response.- Dynamic Emergency Response Management for Large Scale Decision Making in Extreme Hazardous Events.- Partially Distributed Emergency Teams: Considerations of Decision Support for Virtual Communities of Practice.- Why Real-Time Transaction Processing Fails to Capture the Context Required for Decision Support.- Continuous Auditing as a Foundation for Real Time Decision Support: Implementation Challenges and Successes.- Towards a “Just-in-Time” Distributed Decision Support System in Health Care Research.- Context Modelling in Time Critical decision Support for Medical Triage.- Efficient Context Prediction for Decision Making in Pervasive Health Care Environments: A Case Study.- On-demand Assistance in Handling Ammunition: Development of a Mobile Ammo DSS.- Development of a Mobile Situation Awareness Tool Supporting Disaster Recovery of Business Operations.

Decision Support Systems (DSS) are a specific class of computerized information system that supports business and organizational decision-making activities. It is typically an interactive software-based system intended to help decision makers compile useful information from raw data, documents, personal knowledge, and/or business models to identify and solve problems and make decisions. Traditionally, they address strategic and long-term decision situations, but due to the dynamic nature of such conditions as natural disasters, military operations, or even global economics, it is equally important to study and propose approaches for making time-critical operational decisions in real time. The complexity, multiple goals and various time-critical imperatives associated with such decision support increases the importance of identifying, modeling, learning and managing the right context for making an efficient decision.

This book will explore issues associated with the design and use of real-time DSS in ubiquitous computing environments. It will cover theoretical and applied research regarding systems which support real-time decisions "on the move" and will consider the current state, challenges in design, theory, practice, methods and techniques, new developments, and applications of computing technologies to support extracting the context of real-time decision processes and decision-making by individuals, groups and organizations in time-critical situations. Specific case studies will be presented, but the book will focus on the role of context for time-critical decision support. In particular, it will address the question of how extracting, interpreting, predicting and managing context-based information can assist in real time decision support. The challenges of context modeling and management as a component to knowledge management for decision making and support will be also addressed.

The book will present chapters which describe concrete and constructive research results on the above topics as well as more broad theoretical entries about the role of context in decision-making and support, providing a comprehensive review of the available approaches to mobile real time decision support. The topics covered in the book will include theoretical aspects and application case studies of:

  • Context-based decision-making methods and tools;
  • Contextualizing information for time-critical decision making;
  • Processes and procedures of extracting contextual information for decision support;
  • Identifying context in the decision making/support process;
  • Managing the contextualization process of decision making/support;
  • Dynamic filtering of information for real-time decision making and support;
  • Case studies of prototyped and commercially available real-time DSS systems.

This AoIS volume will appeal immediately to researchers and academics in decision sciences, in information system design, and in context research.

 

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