Integrating Linked Open Data with Unstructured Text for Intelligence Gathering Tasks

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dc.contributor.authorGupta, Archit
dc.contributor.authorViswanathan, Krishnamurthy
dc.contributor.authorJoshi, Anupam
dc.contributor.authorFinin, Tim
dc.contributor.authorKumaraguru, Ponnurangam
dc.date.accessioned2018-11-19T20:41:28Z
dc.date.available2018-11-19T20:41:28Z
dc.date.issued2011-03-28
dc.descriptionProceedings of the Eighth International Workshop on Information Integration on the Weben_US
dc.description.abstractWe present techniques for uncovering links between terror incidents, organizations, and people involved with these incidents. Our methods involve performing shallow NLP tasks to extract entities of interest from documents and using linguistic pattern matching and filtering techniques to assign specific relations to the entities discovered. We also gather more information about these entities from the Linked Open Data Cloud, and further allow human analysts to add intelligent inference rules appropriate to the domain. All this information is integrated in a knowledge base in the form of a graph that maintains the semantics between different types of nodes involved in the graph. This knowledge base can then be queried by the analysts to create actionable intelligence.en_US
dc.description.urihttps://dl.acm.org/citation.cfm?id=1982627en_US
dc.format.extent6 pagesen_US
dc.genreconference papers and proceedings preprintsen_US
dc.identifierdoi:10.13016/M22Z12T4T
dc.identifier.citationArchit Gupta, Krishnamurthy Viswanathan, Anupam Joshi, Tim Finin, and Ponnurangam Kumaraguru, Integrating Linked Open Data with Unstructured Text for Intelligence Gathering Tasks, Proceedings of the Eighth International Workshop on Information Integration on the Web, 2011, DOI: 10.1145/1982624.1982627en_US
dc.identifier.uri10.1145/1982624.1982627
dc.identifier.urihttp://hdl.handle.net/11603/12064
dc.language.isoen_USen_US
dc.publisherACMen_US
dc.relation.isAvailableAtThe University of Maryland, Baltimore County (UMBC)
dc.relation.ispartofUMBC Computer Science and Electrical Engineering Department Collection
dc.relation.ispartofUMBC Faculty Collection
dc.rightsThis item is likely protected under Title 17 of the U.S. Copyright Law. Unless on a Creative Commons license, for uses protected by Copyright Law, contact the copyright holder or the author.
dc.subjectTerror networksen_US
dc.subjectinformation integrationen_US
dc.subjectlinked open dataen_US
dc.subjectintelligence gatheringen_US
dc.subjectUMBC Ebiquity Research Groupen_US
dc.titleIntegrating Linked Open Data with Unstructured Text for Intelligence Gathering Tasksen_US
dc.typeTexten_US

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