DEFINDER: Rule-based Methods for the Extraction of Medical Terminology and their Associated Definitions from On-line Text
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چکیده
INTRODUCTION The problem addressed in this paper concerns the automatic identification and extraction of medical terms along with their definitions and modifiers from full text consumer-oriented medical articles. The system, DEFINDER (Definition Finder), uses rule-based techniques. The output of our system can be used in several applications: creation and/or enhancement of on-line terminological resources, summarization and text categorization according to level of expertise, e.g. lay vs. technical.
منابع مشابه
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This paper describes a method toward automatically building dictionaries from text. We present DEFINDER, a rule-based system for extraction of definitions from on-line consumer-oriented medical articles. We provide an extensive evaluation on three dimensions: i) performance of the definition extraction technique in terms of precision and recall, ii) quality of the built dictionary as judged bot...
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In this paper we present a quantitative and qualitative evaluation of DEFINDER, a rule-based system that mines consumer-oriented full text articles in order to extract definitions and the terms they define. The quantitative evaluation shows that in terms of precision and recall as measured against human performance, DEFINDER obtained 87% and 75% respectively, thereby revealing the incompletenes...
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تاریخ انتشار 2000