A decision-theoretic approach to the evaluation of information retrieval systems

被引：9

作者：

Wang, YD ^{[1
]}

Forgionne, G ^{[1
]}

机构：

[1] Univ Maryland Baltimore Cty, Coll Engn & Informat Technol, Dept Informat Syst, Baltimore, MD 21250 USA

来源：

INFORMATION PROCESSING & MANAGEMENT | 2006年 / 42卷 / 04期

关键词：

information retrieval system; evaluation; information search process; decision making; multi-criteria model; analytic hierarchy process;

D O I：

10.1016/j.ipm.2005.06.005

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

Evaluation research on information retrieval (IR) systems has thus far been narrowly focused and disjointed. This research attempts to narrow the gap by providing a comprehensive and integrated multiple criteria decision-theoretic approach for the evaluation of IR systems. The approach, which is based on the Analytic Hierarchy Process (AHP), is illustrated in the context of a domain-specific IR system. The novelty of this approach lies in the focus on the user aspect and the application of decision-making theories in the IR field. (c) 2005 Elsevier Ltd. All rights reserved.

引用

页码：863 / 874

页数：12

共 50 条

[31] Decision-theoretic rough set based on interval granule for incomplete information systems
Li, Renpu
He, Sheng
Qiu, Lina
BASIC & CLINICAL PHARMACOLOGY & TOXICOLOGY, 2019, 125 : 43 - 43
[32] A DECISION-THEORETIC ROUGH SET APPROACH TO LATTICE-VALUED INFORMATION SYSTEM
Yu, Jian-Hang
Morita, Hiroshi
Chen, Ming-Hao
Xu, Wei-Hua
PROCEEDINGS OF 2019 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS (ICMLC), 2019, : 78 - 83
[33] A DECISION-THEORETIC APPROACH TO SUBSET-SELECTION
BJORNSTAD, JF
COMMUNICATIONS IN STATISTICS PART A-THEORY AND METHODS, 1981, 10 (23): : 2411 - 2433
[34] A decision-theoretic approach to reliable message delivery
Francis C. Chu
Joseph Y. Halpern
Distributed Computing, 2001, 14 : 1 - 16
[35] A Decision-Theoretic Approach to Natural Language Generation
McKinley, Nathan
Ray, Soumya
PROCEEDINGS OF THE 52ND ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS, VOL 1, 2014, : 552 - 561
[36] A decision-theoretic approach to reliable message delivery
Chu, F
Halpern, J
DISTRIBUTED COMPUTING, 1998, 1499 : 89 - 103
[37] ON STOCHASTIC COMPLEXITY ESTIMATION - A DECISION-THEORETIC APPROACH
QIAN, GQ
GABOR, G
GUPTA, RP
IEEE TRANSACTIONS ON INFORMATION THEORY, 1994, 40 (04) : 1181 - 1191
[38] A DECISION-THEORETIC EVALUATION OF AN IDEALIZED BOMB-DAMAGE ASSESSMENT INFORMATION SYSTEM
GAGLIARD.UO
OPERATIONS RESEARCH, 1965, S 13 : B50 - &
[39] Sequential decision-theoretic models and expert systems
Mussi, S
EXPERT SYSTEMS, 2002, 19 (02) : 99 - 108
[40] A DECISION-THEORETIC EVALUATION OF EARLY STOPPING RULES
HEITJAN, DF
HOUTS, PS
HARVEY, HA
STATISTICS IN MEDICINE, 1992, 11 (05) : 673 - 683

← 1 2 3 4 5 →