Semantic annotation of a natural language corpus for knowledge extraction

被引:0
|
作者
Navarro, B [1 ]
Martínez-Barco, P [1 ]
Palomar, M [1 ]
机构
[1] Univ Alicante, Dept Lenguajes & Sist Informat, Grp Invest Procesamiento Lenguaje & Sistemas Info, E-03080 Alicante, Spain
关键词
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Knowledge management (ontologies development, disambiguation of words, semantic web, etc.) must extract knowledge from somewhere. The main source of knowledge are natural language texts, in which humans express how they view and conceptualize the world. However, the automatic extraction of knowledge from texts is not a trivial task. In this paper we present a semantic annotated corpus as a source for knowledge extraction. Semantic is the bridge between linguistic input and knowledge (concepts, real world). A corpus with semantic information annotated is a useful resource to extract knowledge from a real context: it is a semi-structured database that offers deep information about human knowledge, concepts and relations between them(1).
引用
收藏
页码:365 / 368
页数:4
相关论文
共 50 条
  • [1] Controlled Natural Language for Semantic Annotation
    Davis, Brian
    Varma, Pradeep
    Handschuh, Siegfried
    Dragan, Laura
    Cunningham, Hamish
    [J]. SEMANTIC WEB: RESEARCH AND APPLICATIONS, 2009, 5554 : 816 - +
  • [2] Towards Controlled Natural Language for Semantic Annotation
    Davis, Brian
    Dantuluri, Pradeep
    Handschuh, Siegfried
    Cunningham, Hamish
    [J]. INTERNATIONAL JOURNAL ON SEMANTIC WEB AND INFORMATION SYSTEMS, 2010, 6 (04) : 64 - 91
  • [3] Semano: Semantic Annotation Framework for Natural Language Resources
    Berry, David
    Nikitina, Nadeschda
    [J]. SEMANTIC WEB - ISWC 2014, PT I, 2014, 8796 : 503 - 518
  • [4] Knowledge Extraction and Semantic Annotation of Text from the Encyclopedia of Life
    Thessen, Anne E.
    Parr, Cynthia Sims
    [J]. PLOS ONE, 2014, 9 (03):
  • [5] Semantic annotation of (Czech) corpus texts
    Pala, K
    [J]. TEXT, SPEECH AND DIALOGUE, 1999, 1692 : 56 - 61
  • [6] Semantic annotation of Nouns in Sensem Corpus
    Castellon, Irene
    Lloberes, Marina
    Fisas, Beatriz
    Julia, Albert
    Rigau, German
    Climent, Salvador
    Coll-Florit, Marta
    [J]. PROCESAMIENTO DEL LENGUAJE NATURAL, 2010, (45): : 315 - 316
  • [7] Implementing Semantic Annotation in a Ukrainian Corpus
    Starko, Vasyl
    [J]. COLINS 2021: COMPUTATIONAL LINGUISTICS AND INTELLIGENT SYSTEMS, VOL I, 2021, 2870
  • [8] Semantic Annotation of Verbs for the Tatar Corpus
    Galieva, Alfiya
    Nevzorova, Olga
    [J]. PROCEEDINGS OF THE XVII EURALEX INTERNATIONAL CONGRESS: LEXICOGRAPHY AND LINGUISTIC DIVERSITY, 2016, : 340 - 347
  • [9] NATURAL LANGUAGE SEMANTIC EVENT EXTRACTION PIPELINE
    Hiong, Siaw Nyuk
    Kulathuramaiyer, Narayanan
    Labadin, Jane
    [J]. COMPUTING & INFORMATICS, 4TH INTERNATIONAL CONFERENCE, 2013, 2013, : 333 - 339
  • [10] Natural language ambiguity resolution by intelligent semantic annotation of software requirements
    Fariha Ashfaq
    Imran Sarwar Bajwa
    [J]. Automated Software Engineering, 2021, 28