Extracting action knowledge in security informatics

Ansheng Ge; Wenji Mao; Dajun Zeng; Qingchao Kong; Huachi Zhu

doi:10.1109/ISI.2012.6284290

Extracting action knowledge in security informatics

Ansheng Ge, Wenji Mao, Dajun Zeng, Qingchao Kong, Huachi Zhu

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

Abstract

Actions are the primary way an entity interacts with other entities and acts on the external world. Action knowledge is of vital importance for behavior modeling, analysis and prediction in security informatics. In this paper, we present our approach to action knowledge extraction from Web textual data. Our approach is based on mutual bootstrapping with knowledge reasoning, which can acquire more action knowledge types and require less human participation compared with the related work. We evaluate the performance of our method and demonstrate its effectiveness through experiment.

Original language	English (US)
Title of host publication	ISI 2012 - 2012 IEEE International Conference on Intelligence and Security Informatics: Cyberspace, Border, and Immigration Securities
Pages	174-176
Number of pages	3
DOIs	https://doi.org/10.1109/ISI.2012.6284290
Publication status	Published - 2012
Externally published	Yes
Event	2012 10th IEEE International Conference on Intelligence and Security Informatics, ISI 2012 - Washington, DC, United States Duration: Jun 11 2012 → Jun 14 2012

Other

Other	2012 10th IEEE International Conference on Intelligence and Security Informatics, ISI 2012
Country	United States
City	Washington, DC
Period	6/11/12 → 6/14/12

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Keywords

action knowledge
bootstrapping
knowledge reasoning

ASJC Scopus subject areas

Artificial Intelligence
Information Systems

Cite this

Ge, A., Mao, W., Zeng, D., Kong, Q., & Zhu, H. (2012). Extracting action knowledge in security informatics. In ISI 2012 - 2012 IEEE International Conference on Intelligence and Security Informatics: Cyberspace, Border, and Immigration Securities (pp. 174-176). [6284290] https://doi.org/10.1109/ISI.2012.6284290

Extracting action knowledge in security informatics. / Ge, Ansheng; Mao, Wenji; Zeng, Dajun; Kong, Qingchao; Zhu, Huachi.

ISI 2012 - 2012 IEEE International Conference on Intelligence and Security Informatics: Cyberspace, Border, and Immigration Securities. 2012. p. 174-176 6284290.

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

Ge, A, Mao, W, Zeng, D, Kong, Q & Zhu, H 2012, Extracting action knowledge in security informatics. in ISI 2012 - 2012 IEEE International Conference on Intelligence and Security Informatics: Cyberspace, Border, and Immigration Securities., 6284290, pp. 174-176, 2012 10th IEEE International Conference on Intelligence and Security Informatics, ISI 2012, Washington, DC, United States, 6/11/12. https://doi.org/10.1109/ISI.2012.6284290

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Access to Document

10.1109/ISI.2012.6284290