Building Web Knowledge Flows based on Interactive Computing with Semantics

被引：19
|
作者：
Luo, Xiangfeng [1 ]
Yu, Jie [1 ]
Li, Qing [1 ,2 ]
Liu, Fangfang [1 ]
Xu, Zheng [1 ]
机构：
[1] Shanghai Univ, Sch Engn & Comp Sci, Shanghai 200444, Peoples R China
[2] City Univ Hong Kong, Hong Kong, Hong Kong, Peoples R China
来源：
NEW GENERATION COMPUTING | 2010年 / 28卷 / 02期
基金：
美国国家科学基金会;
关键词：
Web Knowledge Flow; Interactive Computing with Semantics; Semantics Link Network; User Interest;
D O I：
10.1007/s00354-009-0078-8
中图分类号：
TP3 [计算技术、计算机技术];
学科分类号：
0812 ;
摘要：
Web personalized services alleviate the burden of information overload by providing right information which meets individual user's needs. How to obtain and represent knowledge needed by users is a key issue. This paper presents Web Knowledge Flow (WKF) to represent the specific knowledge on Web pages and a model of Interactive Computing with Semantics (ICS) to provide a feasible means of generating WKF. Objective WKF (OWKF) and Real-time WKF (RWKF) are firstly proposed to satisfy staged and real-time user interests. Secondly, the generation algorithm of WKF is proposed based on Semantics Link Network. Thirdly, "interactive point" is introduced to detect the moment of user interests change to ensures the dynamics of WKF. Experimental results demonstrate that ICS can effectively capture the change of user interests and the generated WKF call satisfy user requirements accurately.
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页码：113 / 120
页数：8
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