Integrating knowledge management into enterprise environments for the next generation decision support

Authors:
Narasimha Bolloju;Mohamed Khalifa;Efraim Turban
Affiliations:
Department of Information Systems, City University of Hong Kong, Kowloon Tong, Kowloon, Hong Kong, China;Department of Information Systems, City University of Hong Kong, Kowloon Tong, Kowloon, Hong Kong, China;Department of Information Systems, City University of Hong Kong, Kowloon Tong, Kowloon, Hong Kong, China
Venue:
Decision Support Systems - Special issue: Decision support systems: Directions for the next decade
Year:
2002

Citing 25
Cited 30

A generalized model management system for mathematical programming

ACM Transactions on Mathematical Software (TOMS)
A comparative analysis of methodologies for database schema integration

ACM Computing Surveys (CSUR)
Interoperability of multiple autonomous databases

ACM Computing Surveys (CSUR) - Special issue on heterogeneous databases
AEROBA: a blackboard approach to model formulation

Journal of Management Information Systems - Special issue: Collaboration technology, modeling, and end-user computing for the 1990s
Computer-aided model construction

Decision Support Systems - Special issue on model management systems
Fuzzy logic, neural networks, and soft computing

Communications of the ACM
Formulation of qualitative models using fuzzy logic

Decision Support Systems - Special issue: DSS on model formulation
The KDD process for extracting useful knowledge from volumes of data

Communications of the ACM
The data warehouse and data mining

Communications of the ACM
Enterprise decision support using intranet technology

Decision Support Systems
A distributed decision support system for strategic planning

Decision Support Systems - Special issue: intelligent agents as a basis for decision support systems
Diverse reasoning in automated model formulation

Decision Support Systems
A substance-theory-oriented approach to the implementation of organizational DSS

Decision Support Systems
Decision support for real-time telemarketing operations through Bayesian network learning

Decision Support Systems - Special issue: knowledge discovery and its applications to business decision making
Applications of intelligent agents

Agent technology
Building the data warehouse

Communications of the ACM
Intelligent software agents

Intelligent software agents
Agents that buy and sell

Communications of the ACM
Machine learning and data mining

Communications of the ACM
A proposal for an open DSS protocol

Communications of the ACM
Knowledge management systems: issues, challenges, and benefits

Communications of the AIS
Decision Support Systems and Intelligent Systems

Decision Support Systems and Intelligent Systems
A Roadmap of Agent Research and Development

Autonomous Agents and Multi-Agent Systems
On Meta Levels of an Organized Society of KDD Agents

PKDD '97 Proceedings of the First European Symposium on Principles of Data Mining and Knowledge Discovery
Enhancing user understanding in a decision support system: a theoretical basis and framework

Journal of Management Information Systems

Knowledge Management in Enterprises: A Research Agenda

PAKM '02 Proceedings of the 4th International Conference on Practical Aspects of Knowledge Management
Knowledge Management Case-Toolkit for the Support of ERP Modelling and Optimal Adaptation Procedure

PAKM '02 Proceedings of the 4th International Conference on Practical Aspects of Knowledge Management
Decisio-Epistheme: An Integrated Environment to Geographic Decision-Making

PAKM '02 Proceedings of the 4th International Conference on Practical Aspects of Knowledge Management
Case-based modification for optimization agents: AGENT-OPT

Decision Support Systems - Special issue: Knowledge management technique
Meeting the challenges of knowledge management at the housing and development board

Decision Support Systems
Decision support system induced guidance for model formulation and solution

Decision Support Systems
A framework for managing optimization models for supply chain software agents

ICEC '06 Proceedings of the 8th international conference on Electronic commerce: The new e-commerce: innovations for conquering current barriers, obstacles and limitations to conducting successful business on the internet
Integrating data mining with case-based reasoning for chronic diseases prognosis and diagnosis

Expert Systems with Applications: An International Journal
A model-solver integration framework for autonomous and intelligent model solution

Decision Support Systems
Access control and audit model for the multidimensional modeling of data warehouses

Decision Support Systems
Enterprise model management and next generation decision support

Decision Support Systems
Collaborative relevance assessment for task-based knowledge support

Decision Support Systems
Decision support through knowledge management: the role of the artificial intelligence

International Journal of Computer Applications in Technology
A framework for developing intelligent decision support systems using evolutionary fuzzy cognitive maps

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology
Toward incorporating a task-stage identification technique into the long-term document support process

Information Processing and Management: an International Journal
The relationship between citations and number of downloads in Decision Support Systems

Decision Support Systems
Decision support for optimal scheduling of highway pavement preventive maintenance within resurfacing cycle

Decision Support Systems
An ontology-based business intelligence application in a financial knowledge management system

Expert Systems with Applications: An International Journal
Recognition of multi-interval rules in dataset with continuous-valued attributes

Expert Systems with Applications: An International Journal
Marketing database knowledge extraction: towards a domain ontology

INES'09 Proceedings of the IEEE 13th international conference on Intelligent Engineering Systems
Meeting the challenges of knowledge management at the Housing and Development Board

Decision Support Systems
Studying decision processes via a knowledge management lens: The Columbia space shuttle case

Decision Support Systems
Development of a method for ontology-based empirical knowledge representation and reasoning

Decision Support Systems
The dynamic structure of management support systems: theory development, research focus, and direction

MIS Quarterly
Evaluation model of business intelligence for enterprise systems using fuzzy TOPSIS

Expert Systems with Applications: An International Journal
An Ontology-driven Document Retrieval Strategy for Organizational Knowledge Management Systems

Electronic Notes in Theoretical Computer Science (ENTCS)
Mining and supporting task-stage knowledge: a hierarchical clustering technique

PAKM'06 Proceedings of the 6th international conference on Practical Aspects of Knowledge Management
A Conceptual Model for Knowledge Marts for Decision Making Support Systems

International Journal of Decision Support System Technology
On a meaningful exploitation of machine and human reasoning to tackle data-intensive decision making

Intelligent Decision Technologies
The Evolution of Management Information Systems: A Literature Review

Journal of Integrated Design & Process Science

Quantified Score

Hi-index	0.01

Visualization

Abstract

Decision support and knowledge management processes are interdependent activities in many organizations. In this paper, we propose an approach for integrating decision support and knowledge management processes using knowledge discovery techniques. Based on the proposed approach, an integrative framework is presented for building enterprise decision support environments using model marts and model warehouses as repositories for knowledge obtained through various conversions. This framework is expected to guide further research on the development of the next generation decision support environments.