Personalized Facets for Faceted Search Using Wikipedia Disambiguation and Social Network

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Personalized Facets for Faceted Search Using Wikipedia Disambiguation and Social Network
Authors
Hong Son Nguyen
Hong Phuc Pham
Trong Hai Duong
Thi Phuong Trang Nguyen
Huynh Minh Triet Le
Publication date
2016
DOI
10.1007/978-3-319-38884-7_17
Links
Original

Personalized Facets for Faceted Search Using Wikipedia Disambiguation and Social Network - scientific work related to Wikipedia quality published in 2016, written by Hong Son Nguyen, Hong Phuc Pham, Trong Hai Duong, Thi Phuong Trang Nguyen and Huynh Minh Triet Le.

Overview

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.

Embed

Wikipedia Quality

Nguyen, Hong Son; Pham, Hong Phuc; Duong, Trong Hai; Nguyen, Thi Phuong Trang; Le, Huynh Minh Triet. (2016). "[[Personalized Facets for Faceted Search Using Wikipedia Disambiguation and Social Network]]". Springer, Cham. DOI: 10.1007/978-3-319-38884-7_17.

English Wikipedia

{{cite journal |last1=Nguyen |first1=Hong Son |last2=Pham |first2=Hong Phuc |last3=Duong |first3=Trong Hai |last4=Nguyen |first4=Thi Phuong Trang |last5=Le |first5=Huynh Minh Triet |title=Personalized Facets for Faceted Search Using Wikipedia Disambiguation and Social Network |date=2016 |doi=10.1007/978-3-319-38884-7_17 |url=https://wikipediaquality.com/wiki/Personalized_Facets_for_Faceted_Search_Using_Wikipedia_Disambiguation_and_Social_Network |journal=Springer, Cham}}

HTML

Nguyen, Hong Son; Pham, Hong Phuc; Duong, Trong Hai; Nguyen, Thi Phuong Trang; Le, Huynh Minh Triet. (2016). &quot;<a href="https://wikipediaquality.com/wiki/Personalized_Facets_for_Faceted_Search_Using_Wikipedia_Disambiguation_and_Social_Network">Personalized Facets for Faceted Search Using Wikipedia Disambiguation and Social Network</a>&quot;. Springer, Cham. DOI: 10.1007/978-3-319-38884-7_17.