Textual Case-based Adaptation using Semantic Relatedness - A Case Study in the Domain of Security Documents
dc.contributor.author | Korger, Andreas | |
dc.contributor.author | Baumeister, Joachim | |
dc.contributor.editor | Heisig, Peter | |
dc.contributor.editor | Orth, Ronald | |
dc.contributor.editor | Schönborn, Jakob Michael | |
dc.contributor.editor | Thalmann, Stefan | |
dc.date.accessioned | 2020-10-05T11:30:37Z | |
dc.date.available | 2020-10-05T11:30:37Z | |
dc.date.issued | 2020 | |
dc.description.abstract | In previous efforts graph-based and textual knowledge representations were combined for the usage in case-based reasoning. This work proposes first steps for this combination in the domain of secu- rity documents and similar document classes. We present an approach pre-processing documents for textual case-based reasoning by adapting methods of natural language processing. We propose a method improving a case-based hierarchical similarity assessment for retrieval by introducing the concept of vector space embeddings and semantic relatedness of words and phrases. | en |
dc.identifier.isbn | 978-3-88579-607-8 | |
dc.identifier.pissn | 1617-5468 | |
dc.identifier.uri | https://dl.gi.de/handle/20.500.12116/34390 | |
dc.language.iso | en | |
dc.publisher | Gesellschaft für Informatik e.V. | |
dc.relation.ispartof | WM 2019 - Wissensmanagement in digitalen Arbeitswelten: Aktuelle Ansätze und Perspektiven - Knowledge Management in Digital Workplace Environments: State of the Art and Outlook | |
dc.relation.ispartofseries | Lecture Notes in Informatics (LNI) - Proceedings, Volume P-303 | |
dc.subject | Case-based reasoning · Textual similarity · Textual case- based reasoning · Vector space embeddings · Semantic relatedness · Graph- based knowledge | |
dc.title | Textual Case-based Adaptation using Semantic Relatedness - A Case Study in the Domain of Security Documents | en |
dc.type | Text/Conference Paper | |
gi.citation.endPage | 122 | |
gi.citation.publisherPlace | Bonn | |
gi.citation.startPage | 108 | |
gi.conference.date | 18.-20. März 2019 | |
gi.conference.location | Potsdam | |
gi.conference.sessiontitle | WS III: 8th German Workshop on Experience Management |
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