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Event recognition on news stories and semi-automatic population of an ontology

Vargas-Vera, Maria and Celjuska, David (2004). Event recognition on news stories and semi-automatic population of an ontology. In: Proceedings of the IEEE/WIC/ACM International Conference on Web Intelligence (WI'04), 20-24 Sep 2004, Beijing, China, ieee publishing house.

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This paper describes a system which recognizes events on news stories. Our system classifies stories and populates a hand-crafted ontology with new instances of classes defined in it. Currently, our system recognizes events which can be classified as belonging to a single category and it also recognizes overlapping events within one article (more than one event is recognized). In each case, the system provides a confidence value associated to the suggested classification. Our system uses Information Extraction and Machine Learning technologies. The system was tested using a corpus of 200 news articles from an archive of electronic news stories describing the academic life of the Knowledge Media (KMi). In particular, these news stories describe events such as a project award, publications, visits, etc.)

Item Type: Conference or Workshop Item
Academic Unit/School: Faculty of Science, Technology, Engineering and Mathematics (STEM) > Computing and Communications
Faculty of Science, Technology, Engineering and Mathematics (STEM)
Item ID: 2995
Depositing User: Users 12 not found.
Date Deposited: 26 Jun 2006
Last Modified: 08 Dec 2018 11:20
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