Sang M. LEE is University Eminent Scholar, Regents Distinguished Professor, Chairman of the Management Department, University of Nebraska, Lincoln, NE 68588, U.S.A.
数据挖掘研究院
Chellapa SOMARAJAN is Associate Professor of Management, Department of Management, Donald L. Harrison College of Business Administration, Southeast Missouri State University, Cape Girardeau, MO 63701, U.S.A. 数据挖掘实验室
Eyong B. KIM is Visiting Assistant Profess of Management, Department of Management, College of Business Administration, Drake University, Des Moines, IA, U.S.A. 数据挖掘研究院
Introduction: We are grateful to the Editor of OR Insight, Professor Stephen Ward, for granting permission to publish this bibliography on this website. This paper provides a comprehensive bibliography of SDSS applications, excluding proceedings papers and doctoral dissertations, from May 1988 through 1994. The survey is conducted to provide information to both academicians and practitioners about the areas in which specific DSS are reported and to provide insight to DSS practitioners and researchers. A total of 271 DSS application articles are compiled and classified according to 15 different application areas. This survey also identified the top 19 American and European journals that have published DSS application articles over the last 7 years. 数据挖掘实验室
For further details of this survey, Readers are referred to the following two articles:
数据挖掘研究院
Eom, S.B., Lee, S.M., Somarajan, C., and Kim, E.B. Decision support systems applications - a bibliography (1988-1994), OR Insight, Vol. 10, Issue 2, April-June 1997, pp. 18-32.
数据挖掘研究院
Eom, S.B., Lee, S.M., Kim, E.B., and Somarajan, C., "A Survey of Decision Support System Applications, Journal of the Operational Research Society, Vol. 49, No. 2, February 1998, pp. 109-120. 数据挖掘研究院
Table 1. Classification by application areas
1. Corporate Functional Management [194/271]
1.1 Accounting/Auditing [3/194]
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Auditing health insurance claims [152] |
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Estimating pencil manufacturing cost [14] |
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Stochastic cost volume profit analysis [193] |
1.2 Finance [20/194]
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Asset-liability management [109,140,168] |
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Cash management and debt planning [58,177] |
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Capital budgeting [230] |
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Evaluating financial risks [151, 219] |
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Financial analysis and diagnosis [135] |
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Funding strategic product development [128] |
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Locating banks [162] |
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Managing portfolio [174] |
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Planning in mergers and acquisitions [64] |
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Selecting R&D project [229] |
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Structuring optimal lease [148] |
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Real estate appraisal and investment [66,241] |
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Setting interest rates for money market deposit accounts [39] |
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Small business financial planning [46, 227] |
1.3 Human Resources Management [8/194]
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Manpower planning [61,81,92,253,254] |
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Massive personnel assignment [53] |
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Resolving labor management dispute [232] |
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Tracking critical human resources information [207] |
1.4 International Business [4/194]
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Allocating investment funds in MNCs [160] |
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Analyzing international investment options [117] |
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Planning global logistics [163] |
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Planning global marketing/production/distribution [159] |
1.5 Information Systems [37/194]
Data Communication
|
Evaluating LAN topologies [70,145] |
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Designing a fiber optic WAN [182] |
DSS Generators
Application(domain)-independent system for supporting
|
group decision making [88,143,155,195,245,247] |
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massive data retrieval and extraction [37] |
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MCDM problems [11,29,111,133,255,256] |
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consensus reaching processes [76] |
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generating and exploring alternatives [10,149] |
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decision conferencing [251] |
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multicultural/multilingual communication [5] |
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small groups decision making under uncertainties [86] |
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modeling tasks [33,131,142,157] |
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the Japanese style of group decision making [263] |
Systems Analysis, Design, Development & Evaluation
|
Designing online retail banking systems [173] |
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Evaluating MIS Effectiveness [12] |
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Joint application development [147] |
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Optimizing MIS project portfolio mix [132] |
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Systems analysis and planning [129] |
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Strategic planning of system development [264,270] |
Information Resources Management
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Planning information systems security [271] |
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Supercomputer acquisition and capacity planning [36] |
 |
Allocating retail space in retail outlets [218] |
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Competitive pricing and market share [89,94,125,153] |
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Designing freight networks [28,183,186] and |
integrated distribution systems [198] 数据挖掘研究院
1.7 Production and Operations Management [79/194]
A. Planning for Demand
|
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Designing sampling procedures for accurate estimation of electrical demand [166]
|
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Forecasting rotable aircraft parts demand [237]
B. Master Scheduling
|
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Production planing [25,87,103,134,161,165]
|
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Production planning and control [184,233]
C. Operations Scheduling and Control
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Distribution planning [51,83,156] |
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Logistics planning and vehicle scheduling [54,55,91,126,138,139,206,250] |
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Managing hazardous material shipments [21,178] |
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Media planning for advertising agencies [192] |
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Measuring direct product profitability in retail merchandising [63] |
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Selecting telemarketing sites [224] |
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C1. Manufacturing Industry |
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Designing electronics test facilities [214] |
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Managing manufacturing logistics and dispatch [93,231] |
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Operations scheduling [1,2,4,23,49,119,136,217,226,242,265] |
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Operations control [77,146,181] |
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Process planning [47] |
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Planning for offshore drilling [239] |
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Project scheduling [3,170,202] and termination [210] |
C2. Service Industry
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Airline arrival slot allocation system [8,252] |
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Integrated management of fleet [175] |
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Scheduling courier vehicle [106], flight [267], and day-off assignment for airlines cockpit crew [269] |
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Train dispatching [122,123,187] |
D. Operations Design
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Evaluating personal and machine productivity [95] |
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Gasoline blending and planning refinery operations [60] |
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Managing quality control process [114] |
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Product design [52,121,144,169,249] |
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Selecting machines in integrated process planning [96] |
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TQM consultant [85] |
E. Capacity Planning
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Automating factory [221] |
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Capacity planning [102,118,190] |
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FMS configuration [6] |
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FMS Scheduling and control [45,110,179,235] |
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Just in time production [172] |
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Line-balancing [19,48] |
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Personnel assignment within FMS production cell [35] |
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Setup reduction investment [130] |
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Selecting robot [259] |
F. Inventory Planning
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Inventory planning [105,158] and control [209] |
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Material requirement planning [120] |
G. Resource Management
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Designing materials management processes [225] |
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Procurement in business volume discount environments [203] |
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Purchasing and material management of large projects [199] |
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Selecting suppliers [44,72,99,243,244,258,260] |
1.8 Strategic Management [12/194]
External environment and industry analysis [16,257]
数据挖掘研究院
Strategic analysis of
Grand strategy selection (managing a portfolio of new product development research projects, and terminating projects) [116,238]
数据挖掘研究院
1.9 Multifunctional Management [6/271]
|
mergers and acquisitions [64] |
|
multi-level (corporate, division, department) and multi-functional corporate planning [15, 188] |
|
product/market position [18] |
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Strategy control and evaluation [67] |
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Decision conferencing for Strategic planning [185] |
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Integrated strategic planning process support [164] |
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Managing organizational crisis [171] |
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Multirefinery, multiperiod capital investments planning for expanding refining capacity [34] |
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Budgeting and manpower planning [65] |
|
