Automatic classification of scientific papers in PDF for populating ontologies

被引:0
|
作者
Rendon-Miranda, Juan C. [1 ]
Arana-Llanes, Julia Y. [1 ]
Gonzalez-Serna, Juan G. [1 ]
Gonzalez-Franco, Nimrod [1 ]
机构
[1] CENIDET, Natl Ctr Res & Technol Dev, Dept Comp Sci, Cuernavaca, Morelos, Mexico
关键词
Document classification; Information extraction; Ontology population; Classifiers;
D O I
10.1109/CSCI.2014.153
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
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.
引用
收藏
页码:319 / 320
页数:2
相关论文
共 50 条
  • [1] Hammer PDF: An Intelligent PDF Reader for Scientific Papers
    Wang, Sheng-Fu
    Liu, Shu-Hang
    Che, Tian-Yi
    Lu, Yi-Fan
    Yang, Song-Xiao
    Huang, Heyan
    Mao, Xian-Ling
    PROCEEDINGS OF THE 31ST ACM INTERNATIONAL CONFERENCE ON INFORMATION AND KNOWLEDGE MANAGEMENT, CIKM 2022, 2022, : 5019 - 5023
  • [2] Improving PDF readability of scientific papers on computer screens
    Moustafa, Khaled
    BEHAVIOUR & INFORMATION TECHNOLOGY, 2016, 35 (04) : 319 - 323
  • [3] Automatic PDF Document Classification with Machine Learning
    Llacer Luna, Socrates
    Garigliotti, Dario
    Martinez Plumed, Fernando
    Ferri Ramirez, Cesar
    INTELLIGENT DATA ENGINEERING AND AUTOMATED LEARNING - IDEAL 2024, PT I, 2025, 15346 : 447 - 459
  • [4] Academicopter: Metasearch with PDF Automatic Summary of Scientific Articles
    Wardani, Dewi
    Aini, Lyla Ruslana
    Widiarto, Wisnu
    Anggrainingsih, Rini
    2019 3RD INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING AND COMPUTER SCIENCE (ICECOS 2019), 2019, : 241 - 246
  • [5] Using Multimedia Ontologies for Automatic Image Annotation and Classification
    Rinaldi, Antonio M.
    2014 IEEE INTERNATIONAL CONGRESS ON BIG DATA (BIGDATA CONGRESS), 2014, : 242 - 249
  • [6] Using Semantic Perimeters with Ontologies to Evaluate the Semantic Similarity of Scientific Papers
    Iltache, Samia
    Comparot, Catherine
    Mohammed, Malik Si
    Charrel, Pierre-Jean
    INFORMATICA-JOURNAL OF COMPUTING AND INFORMATICS, 2018, 42 (03): : 375 - 399
  • [7] POPULATING BIOMEDICAL ONTOLOGIES FROM NATURAL LANGUAGE TEXTS
    Maria Ruiz-Martinez, Juana
    Valencia-Garcia, Rafael
    Martinez-Bejar, Rodrigo
    Hoffmann, Achim
    KEOD 2010: PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON KNOWLEDGE ENGINEERING AND ONTOLOGY DEVELOPMENT, 2010, : 27 - 36
  • [8] Automatic Identification of Research Fields in Scientific Papers
    Kergosien, Eric
    Farvardin, Amin
    Teisseire, Maguelonne
    Bessagnet, Marie-Noelle
    Schopfel, Joachim
    Chaudiron, Stephane
    Jacquemin, Bernard
    Lacayrelle, Annig
    Roche, Mathieu
    Sallaberry, Christian
    Tonneau, Jean Philippe
    PROCEEDINGS OF THE ELEVENTH INTERNATIONAL CONFERENCE ON LANGUAGE RESOURCES AND EVALUATION (LREC 2018), 2018, : 1902 - 1907
  • [9] Ant Colony Optimisation for Automatically Populating Ontologies with Individuals
    Donciu, Mihnea
    Ionita, Madalina
    Dascalu, Mihai
    Trausan-Matu, Stefan
    14TH INTERNATIONAL SYMPOSIUM ON SYMBOLIC AND NUMERIC ALGORITHMS FOR SCIENTIFIC COMPUTING (SYNASC 2012), 2012, : 227 - 232
  • [10] Populating legal ontologies using semantic role labeling
    Humphreys, Llio
    Boella, Guido
    van der Torre, Leendert
    Robaldo, Livio
    Di Caro, Luigi
    Ghanavati, Sepideh
    Muthuri, Robert
    ARTIFICIAL INTELLIGENCE AND LAW, 2021, 29 (02) : 171 - 211