Is this document relevant? ... probably: A survey of probabilistic models in information retrieval

被引：83

作者：

Crestani, F ^{[1
]}

Lalmas, M ^{[1
]}

Van Rijsbergen, CJ ^{[1
]}

Campbell, I ^{[1
]}

机构：

[1] Univ Glasgow, Dept Comp Sci, Glasgow G12 8QQ, Lanark, Scotland

来源：

ACM COMPUTING SURVEYS | 1998年 / 30卷 / 04期

关键词：

information retrieval; probabilistic indexing; probabilistic modeling; probabilistic retrieval; uncertain inference modeling;

D O I：

10.1145/299917.299920

中图分类号：

TP301 [理论、方法];

学科分类号：

081202 ;

摘要：

This article surveys probabilistic approaches to modeling information retrieval. The basic concepts of probabilistic approaches to information retrieval are outlined and the principles and assumptions upon which the approaches are based are presented. The various models proposed in the development of IR are described, classified, and compared using a common formalism. New approaches that constitute the basis of future research are described.

引用

页码：528 / 552

页数：25

共 92 条

[11]

CAMPBELL I, 1996, P COLIS, V2, P251

[12] ABOUT RETRIEVAL MODELS AND LOGIC [J].

CHIARAMELLA, Y ;

CHEVALLET, JP .

COMPUTER JOURNAL, 1992, 35 (03) :233-242

[13] SOME INCONSISTENCIES AND MISIDENTIFIED MODELING ASSUMPTIONS IN PROBABILISTIC INFORMATION-RETRIEVAL [J].

COOPER, WS .

ACM TRANSACTIONS ON INFORMATION SYSTEMS, 1995, 13 (01) :100-111

[14] DEFINITION OF RELEVANCE FOR INFORMATION RETRIEVAL [J].

COOPER, WS .

INFORMATION STORAGE AND RETRIEVAL, 1971, 7 (01) :19-&

[15]

COOPER WS, 1992, P 15 ANN INT ACM SIG, P198

[16]

CRESTANI F, 1995, P ACM SIGIR C RES DE, P291

[17]

CRESTANI F, 1995, J DOC, V51, P1

[18]

CROFT W, 1988, P ACM SIGIR GREN FRA

[19]

CROFT WB, 1987, J AM SOC INFORM SCI, V38, P389, DOI 10.1002/(SICI)1097-4571(198711)38:6<389::AID-ASI1>3.0.CO

[20]

2-4

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