Decision Support Systems

A decision support system is an interactive, computer-based information system designed to support—rather than replace—managerial decision-making by applying data, models, and analytical tools to semi-structured and unstructured organizational problems.

14.9K

Publications

861.8K

Citations

33.6K

Authors

6.6K

Institutions

Publications per year

2017–2026

3.3K

Variants

Dss

Parents

Information SystemsManagement Information Systems

Children

Dashboard DesignData WarehousingDecision ModelingDecision Support In HealthcareDecision Support System ArchitectureDecision Support System DesignDecision Support System EvaluationExecutive Information SystemsExpert SystemsForecasting For Decision Support

Publications

14.9K

Least Squares Support Vector Machine Classifiers

Johan A. K. Suykens, Joos Vandewalle · Neural Processing Letters · 1999 · 9.4K citations · Full text

Computing, Computer Science, Data Mining +6

Item-based collaborative filtering recommendation algorithms

Badrul Sarwar, George Karypis, Joseph A. Konstan et al. · 2001 · 9K citations

Computing, Computer Science, Information Systems +11

The MOS social support survey

Cathy D. Sherbourne, Anita L. Stewart · Social Science & Medicine · 1991 · 6.6K citations

Social Sciences, Psychology, Decision Support Systems +6

The analytic hierarchy process—what it is and how it is used

Rozann W. Saaty · Mathematical Modelling · 1987 · 5.1K citations

Business, Information Systems, Management Information Systems +9

Using collaborative filtering to weave an information tapestry

David Theo Goldberg, David M. Nichols, Brian Oki et al. · Communications of the ACM · 1992 · 4.1K citations · Full text

Computing, Computer Science, Information Systems +7

1–5 of 14.9K

Authors

33.6K

ZX
Zeshui Xu
Sichuan University, China
46 publications · 6.8K citations
32
h-index
FH
Francisco Herrera
Universidad de Granada, Spain
32 publications · 6.7K citations
29
h-index
EH
Enrique Herrera‐Viedma
Universidad de Granada, Spain
41 publications · 5.7K citations
27
h-index
MA
Muhammad Akram
University of the Punjab, Pakistan
34 publications · 1.7K citations
25
h-index
AW
Adam Wright
Brigham and Women's Hospital, United States
29 publications · 2.7K citations
23
h-index

1–5 of 33.6K

Institutions

6.6K

1–8 of 6.6K

Venues

Expert Systems with Applications
469 publications · 36.6K citations
99
h-index
Decision Support Systems
459 publications · 31.7K citations
88
h-index
Communications of the ACM
226 publications · 41K citations
82
h-index
European Journal of Operational Research
222 publications · 23.8K citations
72
h-index
Information Sciences
171 publications · 15.5K citations
66
h-index

1–5

See also Decision Support Systems
Core Components	Data Management Model Management Knowledge Base Construction
Decision Models	Decision Analysis Modeling And Simulation System Dynamics Multi-criteria Decision Analysis Stochastic Modeling Optimization Algorithms Time Series Forecasting Regression What-if Analysis
Applications	Clinical Decision Support Supply Chain Management Emergency Management Agriculture Telemedicine Social Work Environmental Governance Distribution Planning Population Health Management Higher Education Administration Ports Management
Evaluation	Organizational Performance User Satisfaction Regulatory Compliance Structural Equation Modeling Operational Efficiency Usability Studies Organizational Readiness
User Interaction	Visual Analytics Preference Elicitation Interactive Dashboards What-if Analysis Human-computer Interface Design Interactive Dialogue Systems Contrastive Explanations