Using restricted CCA for cross-language information retrieval

被引：2
|
作者：
Polajnar, Emil [1 ]
机构：
[1] Univ Ljubljana, Fac Social Sci, Ljubljana, Slovenia
来源：
COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION | 2017年 / 46卷 / 06期
关键词：
Alternating least-squares; Cross-language information retrieval; Restricted canonical correlation; CANONICAL CORRELATION-ANALYSIS; FMRI DATA; REGRESSION;
D O I：
10.1080/03610918.2015.1122054
中图分类号：
O21 [概率论与数理统计]; C8 [统计学];
学科分类号：
020208 ; 070103 ; 0714 ;
摘要：
Canonical correlation analysis is a method of correlating linear relationship between two sets of variables. When not any linear combination of variables is allowed, restricted canonical correlation analysis is appropriate. The method was implemented with alternating least-squares and applied to the cross-language information retrieval on a dataset with officially translated and aligned documents in eight European languages.
引用
收藏
页码：4618 / 4626
页数：9
相关论文
共 50 条
  • [41] Cross-language information retrieval in a multilingual legal domain
    Sheridan, P
    Braschler, M
    Schauble, P
    RESEARCH AND ADVANCED TECHNOLOGY FOR DIGITAL LIBRARIES, 1997, 1324 : 253 - 268
  • [42] SAPHIRE international: A tool for cross-language information retrieval
    Hersh, WR
    Donohoe, LC
    JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION, 1998, : 673 - 677
  • [43] Technical issues of cross-language information retrieval: a review
    Kishida, K
    INFORMATION PROCESSING & MANAGEMENT, 2005, 41 (03) : 433 - 455
  • [44] Comparative evaluation of cross-language information retrieval systems
    Peters, C
    FROM INTEGRATED PUBLICATION AND INFORMATION SYSTEMS TO VIRTUAL INFORMATION AND KNOWLEDGE ENVIRONMENTS, 2005, 3379 : 152 - 161
  • [45] Effects of Comparable Corpora on Cross-language Information Retrieval
    Sadat, Fatiha
    NLPCS 2010: NATURAL LANGUAGE PROCESSING AND COGNITIVE SCIENCE, 2010, : 53 - 59
  • [46] Regular sound changes for cross-language information retrieval
    Oakes, MP
    Banerjee, S
    COMPARATIVE EVALUATION OF MULTILLINGUAL INFORMATION ACCESS SYSTEMS, 2003, 3237 : 263 - 270
  • [47] Query Expansion in Cross-Language Information Retrieval Using Latent Semantic Analysis
    Bi Jianting
    Su Yidan
    ICCSE 2008: PROCEEDINGS OF THE THIRD INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE & EDUCATION: ADVANCED COMPUTER TECHNOLOGY, NEW EDUCATION, 2008, : 220 - 224
  • [48] Cross-language information retrieval using multiple resources and combinations for query expansion
    Sadat, F
    Yoshikawa, M
    Uemura, S
    ADVANCES IN INFORMATION SYSTEMS, 2002, 2457 : 114 - 122
  • [49] Using KCCA for Japanese–English cross-language information retrieval and document classification
    Yaoyong Li
    John Shawe-Taylor
    Journal of Intelligent Information Systems, 2006, 27 : 117 - 133
  • [50] Using Statistical Term Similarity for Sense Disambiguation in Cross-Language Information Retrieval
    Mirna Adriani
    Information Retrieval, 2000, 2 (1): : 71 - 82
12345