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An Overview of Biomolecular Event Extraction from Scientific Documents
المؤلفون المشاركون
Vanegas, Jorge A.
Matos, Sérgio
González, Fabio
Oliveira, José Luís
المصدر
Computational and Mathematical Methods in Medicine
العدد
المجلد 2015، العدد 2015 (31 ديسمبر/كانون الأول 2015)، ص ص. 1-19، 19ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2015-10-26
دولة النشر
مصر
عدد الصفحات
19
التخصصات الرئيسية
الملخص EN
This paper presents a review of state-of-the-art approaches to automatic extraction of biomolecular events from scientific texts.
Events involving biomolecules such as genes, transcription factors, or enzymes, for example, have a central role in biological processes and functions and provide valuable information for describing physiological and pathogenesis mechanisms.
Event extraction from biomedical literature has a broad range of applications, including support for information retrieval, knowledge summarization, and information extraction and discovery.
However, automatic event extraction is a challenging task due to the ambiguity and diversity of natural language and higher-level linguistic phenomena, such as speculations and negations, which occur in biological texts and can lead to misunderstanding or incorrect interpretation.
Many strategies have been proposed in the last decade, originating from different research areas such as natural language processing, machine learning, and statistics.
This review summarizes the most representative approaches in biomolecular event extraction and presents an analysis of the current state of the art and of commonly used methods, features, and tools.
Finally, current research trends and future perspectives are also discussed.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Vanegas, Jorge A.& Matos, Sérgio& González, Fabio& Oliveira, José Luís. 2015. An Overview of Biomolecular Event Extraction from Scientific Documents. Computational and Mathematical Methods in Medicine،Vol. 2015, no. 2015, pp.1-19.
https://search.emarefa.net/detail/BIM-1057937
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Vanegas, Jorge A.…[et al.]. An Overview of Biomolecular Event Extraction from Scientific Documents. Computational and Mathematical Methods in Medicine No. 2015 (2015), pp.1-19.
https://search.emarefa.net/detail/BIM-1057937
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Vanegas, Jorge A.& Matos, Sérgio& González, Fabio& Oliveira, José Luís. An Overview of Biomolecular Event Extraction from Scientific Documents. Computational and Mathematical Methods in Medicine. 2015. Vol. 2015, no. 2015, pp.1-19.
https://search.emarefa.net/detail/BIM-1057937
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1057937
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
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