Constructing Biological Knowledge Base using Named Entities Recognition and Term Collocation

• Main Authors: Supattanawaree Thipcharoen, Watshara Shoombuatong, Samerkae Somhom, Rattasit Sukahut, Jeerayut Chaijaruwanich
• Language: English
• Published: Science Faculty of Chiang Mai University 2019
• Subjects: Biological information extraction; Biological Named Entity Recognition; Conditional Random Fields; Poisson Collocations
• Online Access: http://it.science.cmu.ac.th/ejournal/dl.php?journal_id=6824; http://cmuir.cmu.ac.th/jspui/handle/6653943832/66125
• Institution: Chiang Mai University

Over the last few decades, the publishing of biological literature has dramatically increased due to technological developments. Thus, a crucial process is to extract information from this large number of writings by utilizing a biological named entity (NER) approach to automatically label correspon...