|
| This Article | ||
| ||
| Share | ||
| Bibliographic References | ||
| Add to: | ||
| | ||
| Search | ||
| ||
2010 24th IEEE International Conference on Advanced Information Networking and Applications
Automatic Method for Author Name Disambiguation Using Social Networks
Perth, Australia
April 20-April 23
ISBN: 978-0-7695-4018-4
| ASCII Text | x | ||
| Dongwook Shin, Taehwan Kim, Hana Jung, Joongmin Choi, "Automatic Method for Author Name Disambiguation Using Social Networks," Advanced Information Networking and Applications, International Conference on, pp. 1263-1270, 2010 24th IEEE International Conference on Advanced Information Networking and Applications, 2010. | |||
| BibTex | x | ||
| @article{ 10.1109/AINA.2010.66, author = {Dongwook Shin and Taehwan Kim and Hana Jung and Joongmin Choi}, title = {Automatic Method for Author Name Disambiguation Using Social Networks}, journal ={Advanced Information Networking and Applications, International Conference on}, volume = {0}, year = {2010}, issn = {1550-445X}, pages = {1263-1270}, doi = {http://doi.ieeecomputersociety.org/10.1109/AINA.2010.66}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, } | |||
| RefWorks Procite/RefMan/Endnote | x | ||
| TY - CONF JO - Advanced Information Networking and Applications, International Conference on TI - Automatic Method for Author Name Disambiguation Using Social Networks SN - 1550-445X SP1263 EP1270 A1 - Dongwook Shin, A1 - Taehwan Kim, A1 - Hana Jung, A1 - Joongmin Choi, PY - 2010 KW - networks KW - name disambiguation KW - identity uncertainty KW - DBLP KW - cycle detection VL - 0 JA - Advanced Information Networking and Applications, International Conference on ER - | |||
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/AINA.2010.66
A name is a key feature for distinguishing people, but we often fail to distinguish people because an author may have multiple names or multiple authors may share the same name. Such name ambiguity problems affect the performance of the document retrieval, web search and database integration. Especially, in bibliographic information, a number of errors may be included since there are different authors with the same name or an author name may be misspelled or represented with an abbreviation. For solving these problems, it is necessary to disambiguate the names inputted into the database. In this paper, we propose a method to solve the name ambiguity by using social networks constructed based on the relations among authors. We evaluated the effectiveness of the proposed system based on the DBLP data that offer computer science bibliographic information.
Index Terms:
networks, name disambiguation, identity uncertainty, DBLP, cycle detection
Citation:
Dongwook Shin, Taehwan Kim, Hana Jung, Joongmin Choi, "Automatic Method for Author Name Disambiguation Using Social Networks," aina, pp.1263-1270, 2010 24th IEEE International Conference on Advanced Information Networking and Applications, 2010
Usage of this product signifies your acceptance of the Terms of Use.
