Keyword weight adjusting schema based on domain repository

Jie Xiao; Liang He

doi:10.1109/ICCSIT.2010.5564098

Keyword weight adjusting schema based on domain repository

Jie Xiao, Liang He^*

^*Corresponding author for this work

School of Computer Science and Technology

East China Normal University

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

2 Scopus citations

Abstract

Webpage keyword is widely used in personalized search and recommendations. The accuracy of keyword is significant to the quality of search and recommendation result. Current keyword extraction methods' accuracy is not high. In order to make up for the shortage of present technology, a new keyword weight adjusting schema based on Domain Repository has been proposed in this paper. Three steps: 1) Extract original keywords by word frequency statistics. 2) Match original keywords with concepts in Domain Repository in this page's field. 3) Increase the weight of words more related to this field then abstract its meaning to build the weighted keywords. Extensive experiments show that this method has better resource description accuracy than traditional statistical keyword extracting method.

Original language	English
Title of host publication	Proceedings - 2010 3rd IEEE International Conference on Computer Science and Information Technology, ICCSIT 2010
Pages	221-225
Number of pages	5
DOIs	https://doi.org/10.1109/ICCSIT.2010.5564098
State	Published - 2010
Event	2010 3rd IEEE International Conference on Computer Science and Information Technology, ICCSIT 2010 - Chengdu, China Duration: 9 Jul 2010 → 11 Jul 2010

Publication series

Name	Proceedings - 2010 3rd IEEE International Conference on Computer Science and Information Technology, ICCSIT 2010
Volume	1

Conference

Conference	2010 3rd IEEE International Conference on Computer Science and Information Technology, ICCSIT 2010
Country/Territory	China
City	Chengdu
Period	9/07/10 → 11/07/10

Keywords

Domain repository
Keyword
Ontology
Weight
WordNet

Access to Document

10.1109/ICCSIT.2010.5564098

Cite this

Xiao, J., & He, L. (2010). Keyword weight adjusting schema based on domain repository. In Proceedings - 2010 3rd IEEE International Conference on Computer Science and Information Technology, ICCSIT 2010 (pp. 221-225). Article 5564098 (Proceedings - 2010 3rd IEEE International Conference on Computer Science and Information Technology, ICCSIT 2010; Vol. 1). https://doi.org/10.1109/ICCSIT.2010.5564098

@inproceedings{625d72bffb0f4d09a02959f9d9522763,

title = "Keyword weight adjusting schema based on domain repository",

abstract = "Webpage keyword is widely used in personalized search and recommendations. The accuracy of keyword is significant to the quality of search and recommendation result. Current keyword extraction methods' accuracy is not high. In order to make up for the shortage of present technology, a new keyword weight adjusting schema based on Domain Repository has been proposed in this paper. Three steps: 1) Extract original keywords by word frequency statistics. 2) Match original keywords with concepts in Domain Repository in this page's field. 3) Increase the weight of words more related to this field then abstract its meaning to build the weighted keywords. Extensive experiments show that this method has better resource description accuracy than traditional statistical keyword extracting method.",

keywords = "Domain repository, Keyword, Ontology, Weight, WordNet",

author = "Jie Xiao and Liang He",

year = "2010",

doi = "10.1109/ICCSIT.2010.5564098",

language = "英语",

isbn = "9781424455386",

series = "Proceedings - 2010 3rd IEEE International Conference on Computer Science and Information Technology, ICCSIT 2010",

pages = "221--225",

booktitle = "Proceedings - 2010 3rd IEEE International Conference on Computer Science and Information Technology, ICCSIT 2010",

note = "2010 3rd IEEE International Conference on Computer Science and Information Technology, ICCSIT 2010 ; Conference date: 09-07-2010 Through 11-07-2010",

}

Xiao, J & He, L 2010, Keyword weight adjusting schema based on domain repository. in Proceedings - 2010 3rd IEEE International Conference on Computer Science and Information Technology, ICCSIT 2010., 5564098, Proceedings - 2010 3rd IEEE International Conference on Computer Science and Information Technology, ICCSIT 2010, vol. 1, pp. 221-225, 2010 3rd IEEE International Conference on Computer Science and Information Technology, ICCSIT 2010, Chengdu, China, 9/07/10. https://doi.org/10.1109/ICCSIT.2010.5564098

Keyword weight adjusting schema based on domain repository. / Xiao, Jie; He, Liang.
Proceedings - 2010 3rd IEEE International Conference on Computer Science and Information Technology, ICCSIT 2010. 2010. p. 221-225 5564098 (Proceedings - 2010 3rd IEEE International Conference on Computer Science and Information Technology, ICCSIT 2010; Vol. 1).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Keyword weight adjusting schema based on domain repository

AU - Xiao, Jie

AU - He, Liang

PY - 2010

Y1 - 2010

N2 - Webpage keyword is widely used in personalized search and recommendations. The accuracy of keyword is significant to the quality of search and recommendation result. Current keyword extraction methods' accuracy is not high. In order to make up for the shortage of present technology, a new keyword weight adjusting schema based on Domain Repository has been proposed in this paper. Three steps: 1) Extract original keywords by word frequency statistics. 2) Match original keywords with concepts in Domain Repository in this page's field. 3) Increase the weight of words more related to this field then abstract its meaning to build the weighted keywords. Extensive experiments show that this method has better resource description accuracy than traditional statistical keyword extracting method.

AB - Webpage keyword is widely used in personalized search and recommendations. The accuracy of keyword is significant to the quality of search and recommendation result. Current keyword extraction methods' accuracy is not high. In order to make up for the shortage of present technology, a new keyword weight adjusting schema based on Domain Repository has been proposed in this paper. Three steps: 1) Extract original keywords by word frequency statistics. 2) Match original keywords with concepts in Domain Repository in this page's field. 3) Increase the weight of words more related to this field then abstract its meaning to build the weighted keywords. Extensive experiments show that this method has better resource description accuracy than traditional statistical keyword extracting method.

KW - Domain repository

KW - Keyword

KW - Ontology

KW - Weight

KW - WordNet

UR - https://www.scopus.com/pages/publications/77958571387

U2 - 10.1109/ICCSIT.2010.5564098

DO - 10.1109/ICCSIT.2010.5564098

M3 - 会议稿件

AN - SCOPUS:77958571387

SN - 9781424455386

T3 - Proceedings - 2010 3rd IEEE International Conference on Computer Science and Information Technology, ICCSIT 2010

SP - 221

EP - 225

BT - Proceedings - 2010 3rd IEEE International Conference on Computer Science and Information Technology, ICCSIT 2010

T2 - 2010 3rd IEEE International Conference on Computer Science and Information Technology, ICCSIT 2010

Y2 - 9 July 2010 through 11 July 2010

ER -

Keyword weight adjusting schema based on domain repository

Abstract

Publication series

Conference

Keywords

Access to Document

Other files and links

Fingerprint

Cite this