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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Lili Jiang Ping Luo Jianyong Wang Yuhong Xiong Bingduan Lin Min Wang Ning An |
| Copyright Year | 2013 |
| Description | Author affiliation: Max Planck Inst. for Inf., Saarbrucken, Germany (Lili Jiang) || Dept. of Comput. Sci. & Technol., Tsinghua Univ., Beijing, China (Jianyong Wang) || HP Labs. China, Beijing, China (Ping Luo; Yuhong Xiong) || Google Res., Mountain View, CA, USA (Min Wang) || Sch. of Comput. & Inf., Hefei Univ. of Technol., Hefei, China (Bingduan Lin; Ning An) |
| Abstract | Recognizing the various aliases of an entity is a critical task for many applications, including Web search, recommendation system, and e-discovery. The goal of this paper is to accurately identify entity aliases, especially the long tail ones in the unstructured data. Our solution GRIAS (abbr. for a Graph-based framework for discovering entity Aliases) is motivated by the entity relationships collected from both the structured and unstructured data. These relationships help to build an entity-relation graph, and the graph-based similarity is calculated between an entity and its alias candidates which are first chosen by our proposed candidate selection method. Extensive experimental results on two real-world datasets demonstrate both the effectiveness and efficiency of the proposed framework. |
| Sponsorship | Toshiba |
| Starting Page | 310 |
| Ending Page | 319 |
| File Size | 449683 |
| Page Count | 10 |
| File Format | |
| ISBN | 9780769551081 |
| ISSN | 15504786 |
| DOI | 10.1109/ICDM.2013.50 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2013-12-07 |
| Publisher Place | USA |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Terminology Organizations Databases Cameras Graphics Earth Observing System entity-relation graph entity alias alias similarity |
| Content Type | Text |
| Resource Type | Article |
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