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- W72823909 abstract "During web search, confusion can happen due to homonym when users use non-unique values as a search term of an entity. Especially, when parts of names of an entity were used as its identifier, we call a mixed entity resolution problem whose goal is to clear out the erroneous entities. For example, if only last name is used as an identifier, we cannot distinguish Vannessa Bush from George Bush. Mixed entity resolution problem is common among Web pages data. In this paper, to resolve aforementioned mixed entities on the Web, we propose a prototypical system which includes a web service based interface, unsupervised clustering scheme, and cluster ranking algorithms. In particular, since the correct number of clusters is often unknown, we study a state-of-the-art unsu- pervised clustering solution based on propagation of pairwise similarities of entities. Experimental results show that our ap- proach outperforms main competing solution. Categories and Subject Descriptors H.3.3 (Information Search and Retrieval); Clustering: H.5.3 (Group and Organization Interfaces) ; Web-based interaction General Terms: Data mining, Web search, web services, Web page clustering" @default.
- W72823909 created "2016-06-24" @default.
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- W72823909 date "2010-12-01" @default.
- W72823909 modified "2023-09-28" @default.
- W72823909 title "Framework for Mixed Entity Resolving System Using Unsupervised Clustering" @default.
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