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A Typology of Semantic Relations Dedicated to Scientific Literature Analysis

Abstract : We propose a method for improving access to scientific literature by analyzing the content of research papers beyond citation links and topic tracking. Our model relies on a typology of explicit semantic relations. These relations are instantiated in the abstract/introduction part of the papers and can be identified automatically using textual data and external ontologies. Preliminary results show a promising precision in unsupervised relationship classification.
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https://hal.inria.fr/hal-01404983
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Submitted on : Tuesday, November 29, 2016 - 2:01:56 PM
Last modification on : Wednesday, November 17, 2021 - 12:31:46 PM
Long-term archiving on: : Monday, March 27, 2017 - 6:42:57 AM

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  • HAL Id : hal-01404983, version 1

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Kata Gábor, Haïfa Zargayouna, Isabelle Tellier, Davide Buscaldi, Thierry Charnois. A Typology of Semantic Relations Dedicated to Scientific Literature Analysis. Proceedings of the SAVE-SD Workshop at the 25th World Wide Web Conference, Apr 2016, Montreal, Canada. ⟨hal-01404983⟩

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