Network based approach for discovering academic researchers with shared interests

Yunhong Xu; Zhihua Chang; Jiejia Lin; Jian Ma; Jinxing Hao; Dingtao Zhao

doi:10.1109/ICEE.2010.471

Network based approach for discovering academic researchers with shared interests

Yunhong Xu^*
, Zhihua Chang
, Jiejia Lin
, Jian Ma
, Jinxing Hao
, Dingtao Zhao

^*Corresponding author for this work

University of Science and Technology of China
Southern University of Science and Technology
IRIS Systems (Shenzhen) Limit
City University of Hong Kong

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

Abstract

Interest or expertise of researchers is a kind of knowledge in organization, like university, research institute and research community. Effectively management of this kind of knowledge can facilitate communication of members in organization and improve their performance. Researchers' cognitive limit and large amount of relevant information available present great challenge to discover researchers with similar interests. Previous research addresses this problem by investigating their research related relationships. The social network based approached do not satisfy researchers' needs due to their failure to take into consideration the semantic information related to research interests. To solve this problem, in this research, we propose an integrated model based on ontology and social network analysis to mine researchers with similar interests.

Original language	English
Title of host publication	Proceedings of the International Conference on E-Business and E-Government, ICEE 2010
Pages	1864-1867
Number of pages	4
DOIs	https://doi.org/10.1109/ICEE.2010.471
State	Published - 2010
Externally published	Yes
Event	1st International Conference on E-Business and E-Government, ICEE 2010 - Guangzhou, China Duration: 7 May 2010 → 9 May 2010

Publication series

Name	Proceedings of the International Conference on E-Business and E-Government, ICEE 2010

Conference

Conference	1st International Conference on E-Business and E-Government, ICEE 2010
Country/Territory	China
City	Guangzhou
Period	7/05/10 → 9/05/10

Keywords

Expert finding
Knowledge management
Network analysis
Ontology
Similarity measure

Access to Document

10.1109/ICEE.2010.471

Cite this

Xu, Y., Chang, Z., Lin, J., Ma, J., Hao, J., & Zhao, D. (2010). Network based approach for discovering academic researchers with shared interests. In Proceedings of the International Conference on E-Business and E-Government, ICEE 2010 (pp. 1864-1867). Article 5592745 (Proceedings of the International Conference on E-Business and E-Government, ICEE 2010). https://doi.org/10.1109/ICEE.2010.471

@inproceedings{6548bc7b11214e5bb78941114493c523,

title = "Network based approach for discovering academic researchers with shared interests",

abstract = "Interest or expertise of researchers is a kind of knowledge in organization, like university, research institute and research community. Effectively management of this kind of knowledge can facilitate communication of members in organization and improve their performance. Researchers' cognitive limit and large amount of relevant information available present great challenge to discover researchers with similar interests. Previous research addresses this problem by investigating their research related relationships. The social network based approached do not satisfy researchers' needs due to their failure to take into consideration the semantic information related to research interests. To solve this problem, in this research, we propose an integrated model based on ontology and social network analysis to mine researchers with similar interests.",

keywords = "Expert finding, Knowledge management, Network analysis, Ontology, Similarity measure",

author = "Yunhong Xu and Zhihua Chang and Jiejia Lin and Jian Ma and Jinxing Hao and Dingtao Zhao",

year = "2010",

doi = "10.1109/ICEE.2010.471",

language = "英语",

isbn = "9780769539973",

series = "Proceedings of the International Conference on E-Business and E-Government, ICEE 2010",

pages = "1864--1867",

booktitle = "Proceedings of the International Conference on E-Business and E-Government, ICEE 2010",

note = "1st International Conference on E-Business and E-Government, ICEE 2010 ; Conference date: 07-05-2010 Through 09-05-2010",

}

Xu, Y, Chang, Z, Lin, J, Ma, J, Hao, J & Zhao, D 2010, Network based approach for discovering academic researchers with shared interests. in Proceedings of the International Conference on E-Business and E-Government, ICEE 2010., 5592745, Proceedings of the International Conference on E-Business and E-Government, ICEE 2010, pp. 1864-1867, 1st International Conference on E-Business and E-Government, ICEE 2010, Guangzhou, China, 7/05/10. https://doi.org/10.1109/ICEE.2010.471

Network based approach for discovering academic researchers with shared interests. / Xu, Yunhong; Chang, Zhihua; Lin, Jiejia et al.
Proceedings of the International Conference on E-Business and E-Government, ICEE 2010. 2010. p. 1864-1867 5592745 (Proceedings of the International Conference on E-Business and E-Government, ICEE 2010).

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

TY - GEN

T1 - Network based approach for discovering academic researchers with shared interests

AU - Xu, Yunhong

AU - Chang, Zhihua

AU - Lin, Jiejia

AU - Ma, Jian

AU - Hao, Jinxing

AU - Zhao, Dingtao

PY - 2010

Y1 - 2010

N2 - Interest or expertise of researchers is a kind of knowledge in organization, like university, research institute and research community. Effectively management of this kind of knowledge can facilitate communication of members in organization and improve their performance. Researchers' cognitive limit and large amount of relevant information available present great challenge to discover researchers with similar interests. Previous research addresses this problem by investigating their research related relationships. The social network based approached do not satisfy researchers' needs due to their failure to take into consideration the semantic information related to research interests. To solve this problem, in this research, we propose an integrated model based on ontology and social network analysis to mine researchers with similar interests.

AB - Interest or expertise of researchers is a kind of knowledge in organization, like university, research institute and research community. Effectively management of this kind of knowledge can facilitate communication of members in organization and improve their performance. Researchers' cognitive limit and large amount of relevant information available present great challenge to discover researchers with similar interests. Previous research addresses this problem by investigating their research related relationships. The social network based approached do not satisfy researchers' needs due to their failure to take into consideration the semantic information related to research interests. To solve this problem, in this research, we propose an integrated model based on ontology and social network analysis to mine researchers with similar interests.

KW - Expert finding

KW - Knowledge management

KW - Network analysis

KW - Ontology

KW - Similarity measure

UR - https://www.scopus.com/pages/publications/78649667636

U2 - 10.1109/ICEE.2010.471

DO - 10.1109/ICEE.2010.471

M3 - 会议稿件

AN - SCOPUS:78649667636

SN - 9780769539973

T3 - Proceedings of the International Conference on E-Business and E-Government, ICEE 2010

SP - 1864

EP - 1867

BT - Proceedings of the International Conference on E-Business and E-Government, ICEE 2010

T2 - 1st International Conference on E-Business and E-Government, ICEE 2010

Y2 - 7 May 2010 through 9 May 2010

ER -

Network based approach for discovering academic researchers with shared interests

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Keywords

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