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Extracting method knowledge elements from scientific literature: A rule‐based approach.
- Source :
-
Proceedings of the Association for Information Science & Technology . 2019, Vol. 56 Issue 1, p805-807. 3p. - Publication Year :
- 2019
-
Abstract
- Knowledge elements are the basic unit of knowledge. Extracting knowledge elements from literatures enables granular knowledge organization and retrieval. This paper proposes a rule‐based framework for extracting method Knowledge Elements (KEs) in scientific literature aiming to improve the accuracy and complete extraction of method KEs. The method is divided into two stages: semi‐automated extraction of initial description rules of method KEs and automated derivation of additional description rules. In a preliminary evaluation on 415 papers, the precision and recall for the method KEs extraction are 0.77 and 0.84, respectively, indicating the effectiveness of our method. [ABSTRACT FROM AUTHOR]
Details
- Language :
- English
- ISSN :
- 23739231
- Volume :
- 56
- Issue :
- 1
- Database :
- Academic Search Index
- Journal :
- Proceedings of the Association for Information Science & Technology
- Publication Type :
- Conference
- Accession number :
- 139189876
- Full Text :
- https://doi.org/10.1002/pra2.183