MATHEMATICS AND INFORMATION-RETRIEVAL

被引:49
作者
SALTON, G
机构
[1] Department of Computer Science, Cornell University
关键词
D O I
10.1108/eb026671
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The development of a given discipline in science and technology often depends on the availability of theories capable of describing the processes which control the field and of modelling the interactions between these processes. The absence of an accepted theory of information retrieval has been blamed for the relative disorder and the lack of technical advances in the area. The main mathematical approaches to information retrieval are examined in this study, including both algebraic and probabilistic models, and the difficulties which impede the formalization of information retrieval processes are described. A number of developments are covered where new theoretical understandings have directly led to the improvement of retrieval techniques and operations. © 1979, MCB UP Limited
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页码:1 / 29
页数:29
相关论文
共 73 条
[1]   AN ANALYSIS OF SOME GRAPH THEORETICAL CLUSTER TECHNIQUES [J].
AUGUSTSO.JG ;
MINKER, J .
JOURNAL OF THE ACM, 1970, 17 (04) :571-&
[2]   DECISION THEORETIC FOUNDATION FOR INDEXING [J].
BOOKSTEIN, A ;
SWANSON, DR .
JOURNAL OF THE AMERICAN SOCIETY FOR INFORMATION SCIENCE, 1975, 26 (01) :45-50
[3]   PROBABILISTIC MODELS FOR AUTOMATIC INDEXING [J].
BOOKSTEIN, A .
JOURNAL OF THE AMERICAN SOCIETY FOR INFORMATION SCIENCE, 1974, 25 (05) :312-318
[4]   AUTOMATIC DOCUMENT CLASSIFICATION [J].
BORKO, H ;
BERNICK, M .
JOURNAL OF THE ACM, 1963, 10 (02) :151-&
[5]   AUTOMATIC DOCUMENT CLASSIFICATION .2. ADDITIONTIONAL EXPERIMENTS [J].
BORKO, H ;
BERNICK, M .
JOURNAL OF THE ACM, 1964, 11 (02) :138-&
[6]  
BORKO H., 1978, INDEXING CONCEPTS ME
[7]  
CLEVERDON CW, FACTORS DETERMINING, V2
[8]  
Cleverdon Cyril W., 1966, FACTORS DETERMINING, V1
[9]  
Cooper W. S., 1968, American Documentation, V19, P30, DOI 10.1002/asi.5090190108
[10]   CLUSTERING LARGE FILES OF DOCUMENTS USING SINGLE-LINK METHOD [J].
CROFT, WB .
JOURNAL OF THE AMERICAN SOCIETY FOR INFORMATION SCIENCE, 1977, 28 (06) :341-344