Volume 6 Number 5 (May 2011)
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JSW 2011 Vol.6(5): 783-790 ISSN: 1796-217X
doi: 10.4304/jsw.6.5.783-790

Study on Visual Knowledge Structure Reasoning

Huimin Lu1, Liang Hu2, Gang Liu1
1College of Software Engineering, Changchun University of Technology, Changchun, China
2College of Computer Science and Technology, Jilin University, Changchun, China


Abstract—Intelligent Topic Map (ITM) embodies the multilevel, multi-granularity and the inherent relevant characteristics of knowledge. With ITM as infrastructure, this paper presents a visual knowledge structure reasoning method integrates the logic-based knowledge reasoning and the structure-based knowledge reasoning. The logic-based knowledge reasoning implements knowledge consistency checking and the implicit associations reasoning between knowledge points, it can help us obtain the optimal description of knowledge. In order to construct the complete knowledge structure, a Knowledge Unit Circle Search strategy for structure-based knowledge reasoning is proposed, by which more detailed semantic association of knowledge is provided and the inherent relevant characteristics of knowledge is obtained. The knowledge reasoning results are visualized by ITM, which provides a visual knowledge map. It is available for users to acquire the knowledge and associations among them. A prototype system has been implemented and applied to the massive knowledge organization, management and service for education.

Index Terms—topic map, intelligent topic map, knowledge reasoning, knowledge visualization

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Cite: Huimin Lu, Liang Hu, Gang Liu, "Study on Visual Knowledge Structure Reasoning," Journal of Software vol. 6, no. 5, pp. 783-790, 2011.

General Information

ISSN: 1796-217X (Online)
Frequency:  Bimonthly (Since 2020)
Editor-in-Chief: Prof. Antanas Verikas
Executive Editor: Ms. Yoyo Y. Zhou
Abstracting/ Indexing: DBLP, EBSCO, Google Scholar, ProQuest, INSPEC(IET), ULRICH's Periodicals Directory, WorldCat, etc
E-mail: jsw@iap.org
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