Story extraction from the Web: A case study in security informatics

Ansheng Ge, Wenji Mao, Daniel Zeng

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations

Abstract

Open source intelligence is becoming more and more important in security-related applications. Effective extraction of valuable information from these intelligence sources so as to understand the content of intelligence is one of the central issues in security domain. To address this key problem, this paper studies how to extract domain events and generate story representation of the events. We implement a story extraction platform (SEP) which applies pattern matching to extract events from Web news and organizes events based on theme using narrative structure. We also design extraction rules, use domain- specific features and employ ontology to facilitate story extraction in SEP. The experimental results show the effectiveness of our system in security informatics.

Original languageEnglish (US)
Title of host publicationProceedings of 2010 IEEE International Conference on Service Operations and Logistics, and Informatics, SOLI 2010
Pages306-310
Number of pages5
DOIs
StatePublished - Oct 15 2010
Event2010 IEEE International Conference on Service Operations and Logistics, and Informatics, SOLI 2010 - QingDao, China
Duration: Jul 15 2010Jul 17 2010

Publication series

NameProceedings of 2010 IEEE International Conference on Service Operations and Logistics, and Informatics, SOLI 2010

Other

Other2010 IEEE International Conference on Service Operations and Logistics, and Informatics, SOLI 2010
CountryChina
CityQingDao
Period7/15/107/17/10

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Keywords

  • Event extraction
  • Narrative structure
  • Security informatics

ASJC Scopus subject areas

  • Information Systems and Management
  • Management Science and Operations Research

Cite this

Ge, A., Mao, W., & Zeng, D. (2010). Story extraction from the Web: A case study in security informatics. In Proceedings of 2010 IEEE International Conference on Service Operations and Logistics, and Informatics, SOLI 2010 (pp. 306-310). [5551561] (Proceedings of 2010 IEEE International Conference on Service Operations and Logistics, and Informatics, SOLI 2010). https://doi.org/10.1109/SOLI.2010.5551561