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Personalized facets for faceted search using wikipedia disambiguation and social network

Nguyen, H.S. and Pham, H.P. and Duong, T.H. and Nguyen, T.P.T. and Le, H.M.T. (2016) Personalized facets for faceted search using wikipedia disambiguation and social network. In: 4th International Conference on Computer Science, Applied Mathematics and Applications, ICCSAMA 2016, 2 May 2016 through 3 May 2016.

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Abstract

The main aim of this paper is to deal with semantic search based on personalized facets using Wikipedia disambiguation data which can help to solve lexical ambiguity. User profile is learned from his/her activities and preferences in Facebook social network. Faceted graph visualization for result collaborative filtering is proposed. The facets are vertices representing ontological concepts. Other vertices represent instances belonging to the concepts, which are known as facets values. The vertices are highlighted by matching with user profile using TF-IDF feature vector model in order to individually produce search interfaces. The ties between vertices are ontological relations or properties considering as variables/attributes of facets. An algorithm to construct the faceted graph visualization and collaboratively filter search result is also provided. The faceted search method presented here is implemented to demonstrate these ideas. © Springer International Publishing Switzerland 2016.

Item Type: Conference or Workshop Item (Paper)
Divisions: Faculties > Faculty of Special Equipments
Identification Number: 10.1007/978-3-319-38884-7_17
Uncontrolled Keywords: Collaborative filtering; Graphic methods; Ontology; Semantics; Visualization; Faceted search; Feature vectors; Graph visualization; Lexical ambiguity; Personalizations; Search interfaces; Semantic search; Wikipedia; Social networking (online)
Additional Information: Conference code: 174319. Language of original document: English.
URI: http://eprints.lqdtu.edu.vn/id/eprint/9877

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