Hou JY, Zhang YC "Effectively finding relevant Web pages from linkage information" IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING 15 (4): 940-951 JUL-AUG 2003

[Eugene Garfield]

Jingyu Hou         jingyu at deakin.edu.au
Yanchun Zhang      yzhang at csm.vu.edu.au


FULL TEXT AVAILABLE AT :
http://sci.vu.edu.au/~yzhang/papers/115730-final.pdf



TITLE   : Effectively finding relevant Web pages from linkage information
AUTHOR  : Hou JY, Zhang YC
JOURNAL : IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
          15 (4): 940-951 JUL-AUG 2003

Document type: Article
Language: English
Cited References: 28
Times Cited: 0


Abstract:
This paper presents two hyperlink analysis-based algorithms to find relevant
pages for a given Web page (URL). The first algorithm comes from the
extended cocitation analysis of the Web pages. It is intuitive and easy to
implement. The second one takes advantage of linear algebra theories to
reveal deeper relationships among the Web pages and to identify relevant
pages more precisely and effectively. The experimental results show the
feasibility and effectiveness of the algorithms. These algorithms could be
used for various Web applications, such as enhancing Web search. The ideas
and techniques in this work would be helpful to other Web-related
researches.

Author Keywords:
World Wide Web, Web search, information retrieval, hyperlink analysis,
singular value decomposition (SVD)

Addresses:
Hou JY, Deakin Univ, Sch Informat Technol, Melbourne, Vic 3125, Australia
Deakin Univ, Sch Informat Technol, Melbourne, Vic 3125, Australia
Victoria Univ Technol, Sch Comp Sci & Math, Melbourne, Vic 8001, Australia

Publisher:
IEEE COMPUTER SOC, LOS ALAMITOS

IDS Number:
696RY

ISSN:
1041-4347


 Cited Author            Cited Work                Volume      Page   Year

 BHARAT K              P 21 ANN INT ACM SIG                   104      1998

 BHARAT K              P 7 INT WORLD WID WE                   469      1998
 BRIN S                P 7 INT WORLD WID WE                            1998
 BRIN S                PAGERANK CITATION RA                            1998
 CARR LA               P ACM HYP 98 PITTSB                    113      1998
 CHAKRABARTI S         P 7 WORLD WID WEB C                     65      1998
 CHEN C                P 10 ACM C HYP HYP 9                    51      1999
 CHEN C                P 8 ACM C HYP HYP 97                   177      1997
 DATTA BN              NUMERICAL LINEAR ALG                            1995
 DEAN J                P 8 INT WORLD WID WE                   389      1999
 DEERWESTER S          J AM SOC INFORM SCI           41       391      1990
 ELBELTAGY SR          P 12 ACM C HYP HYP                     151      2001
 GARFIELD E            SCIENCE                      178       471      1972
 GIBSON D              P ACM C HYP HYP                        225      1998
 GOLUB GH              MATRIX COMPUTATIONS                             1993
 HOU J                 J APPL SYSTEMS STUDI           3                2002
 HOU J                 P 1 INT C WEB INF SY           1       333      2000
 HOU J                 P 13 AUSTR DAT C ADC                    65      2002
 KAINDL H              P 9 ACM C HYP HYP                      217      1998
 KLEINBERG J           J ACM                         46                1999
 LARSON R              P ANN M AM SOC INF S                            1996
 MUKHERJEA S           COMPUT NETWORKS ISDN          27      1075      1995
 MUKHERJEA S           P 8 ACM C HYP SOUTH                    187      1997
 MUKHERJEA S           P ECHT94                               136      1994
 PAPADIMITRIOU C       P ACM S PRINC DAT SY                            1997
 PITKOW J              P C HUM FACT COMP SY                   383      1997
 TERVEEN L             P C HUM FACT COMP SY                   448      1998
 WEISS R               P 7 ACM C HYP                          180      1996


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_______________________________________________________________________
Eugene Garfield, PhD.  email: garfield at codex.cis.upenn.edu
home page: www.eugenegarfield.org
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