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Visual Knowledge Recommendation Service Based on Intelligent Topic Map


Article Information

Title: Visual Knowledge Recommendation Service Based on Intelligent Topic Map

Authors: G. Li, H. Lu

Journal: Information Technology Journal

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Publisher: Asian Network for Scientific Information (ANSInet)

Country: Pakistan

Year: 2010

Volume: 9

Issue: 6

Language: English

DOI: 10.10.3923/itj.2010.1158.1164

Keywords: knowledge serviceknowledge recommendationtopic mapintelligent topic map

Categories

Abstract

Aiming to help users to effectively acquire and visualize target knowledge from massive, distributed and heterogeneous information sources, we designed a visual knowledge recommendation service system based on intelligent topic map. It includes knowledge organization, knowledge recommendation and visualization display. Knowledge logical organization model based on intelligent topic map extends the conventional topic map in structure and enhances its reasoning functions. Hot resources mining distinguish the different importance degree of knowledge nodes (topics or knowledge elements), interest trends predict the interested knowledge of users in the future and knowledge navigations provide a personalized navigation path for users. Moreover, recommendation results visualization based on intelligent Topic Map provides users with an intuitive, graphic and pellucid visual interface. Finally, a demonstration is given to elaborate the knowledge recommendation providing process.


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