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Hecking, Tobias (2021) Extracting and Connecting Scientific Knowledge from Texts. Wissensaustauschworkshop "Maschinelles Lernen VII", 2021-10-11 - 2021-10-13, Köln.
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Abstract
This work explores and evaluates text and graph mining methods for open domain concept and relation discovery in scientific literature. First results indicate that several different approaches have to be combined to detect a sufficient amount of concepts and meaningful relationships in an open domain corpus.
| Item URL in elib: | https://elib.dlr.de/147096/ | ||||||||
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| Document Type: | Conference or Workshop Item (Speech) | ||||||||
| Title: | Extracting and Connecting Scientific Knowledge from Texts | ||||||||
| Authors: |
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| Date: | October 2021 | ||||||||
| Refereed publication: | No | ||||||||
| Open Access: | Yes | ||||||||
| Gold Open Access: | No | ||||||||
| In SCOPUS: | No | ||||||||
| In ISI Web of Science: | No | ||||||||
| Status: | Published | ||||||||
| Keywords: | Literature-based Discovery, Text Mining, Information Extraction, Knowledge Graphs | ||||||||
| Event Title: | Wissensaustauschworkshop "Maschinelles Lernen VII" | ||||||||
| Event Location: | Köln | ||||||||
| Event Type: | Workshop | ||||||||
| Event Start Date: | 11 October 2021 | ||||||||
| Event End Date: | 13 October 2021 | ||||||||
| Organizer: | DLR | ||||||||
| HGF - Research field: | Aeronautics, Space and Transport | ||||||||
| HGF - Program: | Space | ||||||||
| HGF - Program Themes: | Space System Technology | ||||||||
| DLR - Research area: | Raumfahrt | ||||||||
| DLR - Program: | R SY - Space System Technology | ||||||||
| DLR - Research theme (Project): | R - Tasks SISTEC | ||||||||
| Location: | Köln-Porz | ||||||||
| Institutes and Institutions: | Institute of Software Technology > Intelligent and Distributed Systems Institute of Software Technology | ||||||||
| Deposited By: | Hecking, Dr. Tobias | ||||||||
| Deposited On: | 14 Dec 2021 14:24 | ||||||||
| Last Modified: | 24 Apr 2024 20:45 |
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