Comparing a Rule Based vs. Statistical System for Automatic Categorization of Medline Documents According to Biomedical Specialty.
Related Articles Comparing a Rule Based vs. Statistical System for Automatic Categorization of MEDLINE Documents According to Biomedical Specialty. J Am Soc Inf Sci Technol. 2009 Dec 1;60(12):2530-2539 Authors: Humphrey SM, Névéol A, Gobeil J, Ruch P, Darmoni SJ, Browne A Automatic document categorization is an important research problem in Information Science and Natural Language Processing. Many applications, including Word Sense Disambiguation and Information Retrieval in large collections, can benefit from such categorization. This paper focuses on automatic categorization of documents from the biomedical literature into broad discipline-based categories. Two different systems are described and ...Read Full Article