Conference proceeding
Enhancing entity annotation using web service and ontology hierarchy in biomedical domains
The Institute of Electrical and Electronics Engineers, Inc. (IEEE) Conference Proceedings, 465
01 Dec 2013
Abstract
Conference Title: 2013 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) Conference Start Date: 2013, Dec. 18 Conference End Date: 2013, Dec. 21 Conference Location: Shanghai, China Entity annotation is a fundamental step for entity relation extraction, information visualization and semantic web creation. Using domain specific ontologies to annotate a dataset for exploring, analyzing and integrating the entities and relations within the corpus is an important step for further study of the data. In this paper, we present an ontology based entity annotation system to annotate entities in neuroscience documents. To improve the annotation performance, we propose an ontology entity expansion method based on web service and ontology structure. We evaluate the proposed entity annotation method on real data obtained from Elsevier's BrainNavigator. The results show that using web service and ontology structure to expand ontology entities can improve the annotation result. [PUBLICATION ABSTRACT]
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Details
- Title
- Enhancing entity annotation using web service and ontology hierarchy in biomedical domains
- Creators
- Yue ShangYuan AnXiaohua Tony HuMi ZhangXia Lin
- Publication Details
- The Institute of Electrical and Electronics Engineers, Inc. (IEEE) Conference Proceedings, 465
- Publisher
- The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
- Resource Type
- Conference proceeding
- Language
- English
- Academic Unit
- Information Science (Informatics)
- Identifiers
- 991019170124304721