Rule extraction from blog using Inductive logic Programming

Noriaki Chikara; Miyuki Koshimura; Hiroshi Fujita; Ryuzo Hasegawa

doi:10.1109/WI-IAT.2010.235

Rule extraction from blog using Inductive logic Programming

Noriaki Chikara, Miyuki Koshimura, Hiroshi Fujita, Ryuzo Hasegawa

Intelligence Science

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

1 Citation (Scopus)

Abstract

Information recommender system attempts to present information that is likely to be useful for the user. Showing recommendation reason is an important role of the system. However, current recommender systems give only simple or quantitative reasons for the recommendation. In this paper, we aim at giving precise and non-quantitative reasons which are also easy to understand. We make use of formulas in first-order predicate logic for explaining the reason. In order to build such formulas, we use Inductive logic Programming. We succeeded to extract several useful formulas from blogs.

Original language	English
Title of host publication	Proceedings - 2010 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Workshops, WI-IAT 2010
Pages	269-272
Number of pages	4
DOIs	https://doi.org/10.1109/WI-IAT.2010.235
Publication status	Published - 2010
Event	2010 3rd IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Workshops, WI-IAT 2010 - Toronto, ON, Canada Duration: Aug 31 2010 → Sept 3 2010

Publication series

Name	Proceedings - 2010 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Workshops, WI-IAT 2010

Other

Other	2010 3rd IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Workshops, WI-IAT 2010
Country/Territory	Canada
City	Toronto, ON
Period	8/31/10 → 9/3/10

All Science Journal Classification (ASJC) codes

Artificial Intelligence
Computer Networks and Communications
Software

Access to Document

10.1109/WI-IAT.2010.235

Cite this

Chikara, N., Koshimura, M., Fujita, H., & Hasegawa, R. (2010). Rule extraction from blog using Inductive logic Programming. In Proceedings - 2010 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Workshops, WI-IAT 2010 (pp. 269-272). [5615040] (Proceedings - 2010 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Workshops, WI-IAT 2010). https://doi.org/10.1109/WI-IAT.2010.235

Rule extraction from blog using Inductive logic Programming. / Chikara, Noriaki; Koshimura, Miyuki; Fujita, Hiroshi et al.
Proceedings - 2010 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Workshops, WI-IAT 2010. 2010. p. 269-272 5615040 (Proceedings - 2010 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Workshops, WI-IAT 2010).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Chikara, N, Koshimura, M, Fujita, H & Hasegawa, R 2010, Rule extraction from blog using Inductive logic Programming. in Proceedings - 2010 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Workshops, WI-IAT 2010., 5615040, Proceedings - 2010 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Workshops, WI-IAT 2010, pp. 269-272, 2010 3rd IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Workshops, WI-IAT 2010, Toronto, ON, Canada, 8/31/10. https://doi.org/10.1109/WI-IAT.2010.235

Chikara N, Koshimura M, Fujita H, Hasegawa R. Rule extraction from blog using Inductive logic Programming. In Proceedings - 2010 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Workshops, WI-IAT 2010. 2010. p. 269-272. 5615040. (Proceedings - 2010 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Workshops, WI-IAT 2010). doi: 10.1109/WI-IAT.2010.235

Chikara, Noriaki ; Koshimura, Miyuki ; Fujita, Hiroshi et al. / Rule extraction from blog using Inductive logic Programming. Proceedings - 2010 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Workshops, WI-IAT 2010. 2010. pp. 269-272 (Proceedings - 2010 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Workshops, WI-IAT 2010).

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abstract = "Information recommender system attempts to present information that is likely to be useful for the user. Showing recommendation reason is an important role of the system. However, current recommender systems give only simple or quantitative reasons for the recommendation. In this paper, we aim at giving precise and non-quantitative reasons which are also easy to understand. We make use of formulas in first-order predicate logic for explaining the reason. In order to build such formulas, we use Inductive logic Programming. We succeeded to extract several useful formulas from blogs.",

author = "Noriaki Chikara and Miyuki Koshimura and Hiroshi Fujita and Ryuzo Hasegawa",

note = "Copyright: Copyright 2010 Elsevier B.V., All rights reserved.; 2010 3rd IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Workshops, WI-IAT 2010 ; Conference date: 31-08-2010 Through 03-09-2010",

year = "2010",

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N2 - Information recommender system attempts to present information that is likely to be useful for the user. Showing recommendation reason is an important role of the system. However, current recommender systems give only simple or quantitative reasons for the recommendation. In this paper, we aim at giving precise and non-quantitative reasons which are also easy to understand. We make use of formulas in first-order predicate logic for explaining the reason. In order to build such formulas, we use Inductive logic Programming. We succeeded to extract several useful formulas from blogs.

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ER -

Rule extraction from blog using Inductive logic Programming

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