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Collective Entity Identification in Biomedical Literature - Softcover

Dai, Hong-Jie

 
9783639829273: Collective Entity Identification in Biomedical Literature

Inhaltsangabe

Finding information about entities is the most common information needs when we do search on the Web. While some search engines can recognize specific types of entities, true entity-oriented search still has a long way to go because of high ambiguities in names across documents. This book introduces the entity linking task and selects the identification of gene mentions in biomedical articles as a case study to explore the challenges. Unlike most previous works, we consider the task from the instance-based level and introduce a collective approach to deal with those challenges by using both contextual information of each individual instance and relations among them.

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Über die Autorin bzw. den Autor

Dr. Hong-Jie Dai is an assistant professor at the Department of Computer Science and Information Engineering and the Chief of Systems Development Section of Library and Information Center of National Taitung University.

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