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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Wenrong Jiang Anbao Wang Cuihong Wu Jian Chen Jihong Yan |
| Copyright Year | 2009 |
| Abstract | Name ambiguity refers to the problem of attributing a publication to a proper author. This is a common issue in digital library. It is a difficult problem as the same author's name may be written in different ways and different authors may share the same name. In this paper, we examine a multiple-layer clustering approach which is based on a limited amount of associated information with each publication. It combines the Package-Merge algorithm, pattern-matching extraction methods, as well as a fuzzy logic rule based concept. This experimental study uses the DBLP collection as a case study, and the three attributes used are Email addresses, the Co-Authorship relationship and Paper title similarity. Our experiments show that this approach can distinguish authors and classify papers on the test dataset more accurately than the previous studies. |
| Starting Page | 874 |
| Ending Page | 878 |
| File Size | 717500 |
| Page Count | 5 |
| File Format | |
| ISBN | 9781424453344 |
| DOI | 10.1109/CSE.2009.110 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2009-08-29 |
| Publisher Place | Canada |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Ground penetrating radar Geophysical measurement techniques Package-Merge Clustering Fuzzy Logic Name Ambiguity |
| Content Type | Text |
| Resource Type | Article |
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