Classical retrieval and overlap measures satisfy the requirements for rankings based on a Lorenz curve

被引:22
作者
Egghe, L
Rousseau, R
机构
[1] KHBO, IWT, B-8400 Oostende, Belgium
[2] LUC, B-3590 Diepenbeek, Belgium
[3] IBW, UA, B-2610 Antwerp, Belgium
关键词
information retrieval; overlap studies; presence-absence data; Jaccard coefficient; Salton's cosine measure; dice coefficient; Lorenz curves; Gini index;
D O I
10.1016/j.ipm.2004.05.004
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Classical information retrieval and overlap measures such as the Jaccard index, the Dice coefficient and Salton's cosine measure can be characterized by Lorenz curves. This result demonstrates the existence of a formal link between information retrieval and the information sciences on the one hand, and concentration and diversity theory, as used, e.g., in social economics and ecology on the other. (c) 2004 Elsevier Ltd. All rights reserved.
引用
收藏
页码:106 / 120
页数:15
相关论文
共 15 条
[1]   MEASUREMENT OF INEQUALITY [J].
ATKINSON, AB .
JOURNAL OF ECONOMIC THEORY, 1970, 2 (03) :244-263
[2]   THE MEASUREMENT OF THE INEQUALITY OF INCOMES [J].
Dalton, Hugh .
ECONOMIC JOURNAL, 1920, 30 (119) :348-361
[3]   A universal method of information retrieval evaluation:: the "missing" link M and the universal IR surface [J].
Egghe, L .
INFORMATION PROCESSING & MANAGEMENT, 2004, 40 (01) :21-30
[4]   Strong similarity measures for ordered sets of documents in information retrieval [J].
Egghe, L ;
Michel, C .
INFORMATION PROCESSING & MANAGEMENT, 2002, 38 (06) :823-848
[5]   Construction of concentration measures for general Lorenz curves using Riemann-Stieltjes integrals [J].
Egghe, L .
MATHEMATICAL AND COMPUTER MODELLING, 2002, 35 (9-10) :1149-1163
[6]   Symmetric and asymmetric theory of relative concentration and applications [J].
Egghe, L ;
Rousseau, R .
SCIENTOMETRICS, 2001, 52 (02) :261-290
[7]  
Egghe L., 1990, INTRO INFORMETRICS
[8]   A NEW METHOD FOR ANALYZING DOWNLOADED DATA FOR STRATEGIC DECISION [J].
HUOT, C ;
QUONIAM, L ;
DOU, H .
SCIENTOMETRICS, 1992, 25 (02) :279-294
[9]  
JONES WP, 1987, J AM SOC INFORM SCI, V38, P420, DOI 10.1002/(SICI)1097-4571(198711)38:6<420::AID-ASI3>3.0.CO
[10]  
2-S