Automatic Extraction of Protein Interaction in Literature

التفاصيل البيبلوغرافية
العنوان: Automatic Extraction of Protein Interaction in Literature
المؤلفون: Liu, Mr. Peilei, Wang, Professor Ting
المصدر: Liu, Mr. Peilei and Wang, Professor Ting (2014) Automatic Extraction of Protein Interaction in Literature. [Book Chapter] (Unpublished)
Publication Status: Unpublished
سنة النشر: 2014
مصطلحات موضوعية: Computer Science: Machine Learning, Computer Science: Speech, Machine Learning, Speech
الوصف: Protein-protein interaction extraction is the key precondition of the construction of protein knowledge network, and it is very important for the research in the biomedicine. This paper extracted directional protein-protein interaction from the biological text, using the SVM-based method. Experiments were evaluated on the LLL05 corpus with good results. The results show that dependency features are import for the protein-protein interaction extraction and features related to the interaction word are effective for the interaction direction judgment. At last, we analyzed the effects of different features and planed for the next step.
نوع الوثيقة: Book Chapter
وصف الملف: text/html
URL الوصول: http://cogprints.org/9744/
رقم الأكسشن: edscog.9744
قاعدة البيانات: CogPrints