The development of an adaptive decision support system

被引：15

作者：

Chuang, TT ^{[1
]}

Yadav, SB

机构：

[1] Wichita State Univ, Dept Decis Sci, Wichita, KS 67260 USA

[2] Texas Tech Univ, Area ISQS, Lubbock, TX 79409 USA

来源：

DECISION SUPPORT SYSTEMS | 1998年 / 24卷 / 02期

关键词：

adaptive decision support systems; decision support systems; adaptive behavior; knowledge level; reflexive systems;

D O I：

10.1016/S0167-9236(98)00065-7

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

An integrated conceptual model of an adaptive decision support system (ADSS) is proposed by following a unified research methodology. Adaptive behaviors of the DSS are identified based on previous research into adaptivity of information systems. A variety of knowledge that enables the system to adaptively behave is recognized. The concept of a reflexive system and a conceptual framework of decision-making organization are adopted to structure various components. This model consists of several components at two levels: the meta-level and the basic-level. The components in the basic-level unit communicate with the user and carry out the task of decision support. The meta-level is a controlling unit capable of introspecting the system's capabilities and limitations, and determining an appropriate action to adjust the capabilities of components in the basic-level unit. (C) 1998 Elsevier Science B.V. All rights reserved.

引用

页码：73 / 87

页数：15

共 55 条

[41] ADAPTIVE HUMAN COMPUTER INTERFACES - A LITERATURE SURVEY AND PERSPECTIVE [J].

NORCIO, AF ;

STANLEY, J .

IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS, 1989, 19 (02) :399-400

[42]

Oppermann R., 1994, Adaptive User Support-Ergonomic Design of Manually and Automatically Adaptable Software

[43] INTEGRATION OF SIMULATION MODELING AND INDUCTIVE LEARNING IN AN ADAPTIVE DECISION SUPPORT SYSTEM [J].

PIRAMUTHU, S ;

RAMAN, N ;

SHAW, MJ ;

PARK, SC .

DECISION SUPPORT SYSTEMS, 1993, 9 (01) :127-142

[44] DECISION-SUPPORT SYSTEMS - SCOPE AND POTENTIAL [J].

RADERMACHER, FJ .

DECISION SUPPORT SYSTEMS, 1994, 12 (4-5) :257-265

[45]

RAGHAVAN S, 1989, P 22 ANN HAW INT C S, V3, P33

[46]

REICHGELT H, 1991, KNOWLEDGE REPRESENTA

[47]

ROHATGI M, 1994, THESIS TEXAS TU

[48]

Sen A., 1985, Decis. Support Syst., V1, P197

[49] UMFE - A USER MODELING FRONT-END SUBSYSTEM [J].

SLEEMAN, D .

INTERNATIONAL JOURNAL OF MAN-MACHINE STUDIES, 1985, 23 (01) :71-88

[50]

TOTTERDELL P, 1990, ADAPTIVE USER INTERF, P59

← 1 2 3 4 5 6 →