Title :
Automatic Classification of Scientific Papers in PDF for Populating Ontologies
Author :
Rendon-Miranda, Juan C. ; Arana-Llanes, Julia Y. ; Gonzalez-Serna, Juan G. ; Gonzalez-Franco, Nimrod
Author_Institution :
Dept. of Comput. Sci., CENIDET, Cuernavaca, Mexico
Abstract :
Classification of scientific papers is a task performed by specialized libraries. In a research institution, classification on this type of papers is realized in a very superficial manner and the criteria for classifying documents depends on several people. This paper describes the work related to identify different sections of the paper, automatically classify and instantiate them in an ontology in order to perform inferences about them.
Keywords :
document handling; ontologies (artificial intelligence); pattern classification; research libraries; scientific information systems; PDF; automatic scientific paper classification; document classification; ontology population; research institution; specialized libraries; Abstracts; Data mining; Libraries; Ontologies; Portable document format; Sociology; Statistics; Classifiers; Document classification; Information extraction; Ontology population;
Conference_Titel :
Computational Science and Computational Intelligence (CSCI), 2014 International Conference on
Conference_Location :
Las Vegas, NV
DOI :
10.1109/CSCI.2014.153
