Ontology learning using WordNet lexicon

被引：0

作者：

Hu, H. ^{[1
,2
]}

Du, X. Y. ^{[1
]}

Liu, D. Y. ^{[2
]}

Ouyang, J. H. ^{[2
]}

机构：

[1] Renmin Univ China, Sch Informat, Beijing, Peoples R China

[2] Jilin Univ, Coll Comp Sci & Technol, Open Symbol Computat & Knowledge Engn Lab State E, Changchun, Peoples R China

来源：

COMPUTATIONAL METHODS, PTS 1 AND 2 | 2006年

关键词：

ontology learning; WordNet; OWL;

D O I：

10.1007/978-1-4020-3953-9_36

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

Current Semantic Web community has popularized ontology research. However, ontology building by hand has proven to be a very hard and error-prone task and become the bottleneck of ontology acquiring process. WordNet, an electronic lexical database, is considered to be the most important resource available to researchers in computational linguistics. The paper proposes an ontology learning approach, which uses WordNet lexicon resources to build a standard OWL ontology model. The approach will help the automation of ontology building and be very useful in ontology-based applications.

引用

页码：1249 / +

页数：2

共 50 条

[1] WEIGHTING QUERY TERMS USING WORDNET ONTOLOGY
Sakre, Mohammed M.
Kouta, Mohammed M.
Allam, Ali M. N.
[J]. INTERNATIONAL JOURNAL OF COMPUTER SCIENCE AND NETWORK SECURITY, 2009, 9 (04): : 349 - 358
[2] Global organization of the Wordnet lexicon
Sigman, M
Cecchi, GA
[J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2002, 99 (03) : 1742 - 1747
[3] GeoDomain WordNet: Linking the Geonames Ontology to WordNet
Frontini, Francesca
Del Gratta, Riccardo
Monachini, Monica
[J]. HUMAN LANGUAGE TECHNOLOGY: CHALLENGES FOR COMPUTER SCIENCE AND LINGUISTICS, 2016, 9561 : 229 - 242
[4] Using WordNet Similarity and translations to create synsets for Ontology-based Vietnamese WordNet
Lap Trung Nguyen
Khai Minh Huynh
[J]. PROCEEDINGS 2016 5TH IIAI INTERNATIONAL CONGRESS ON ADVANCED APPLIED INFORMATICS IIAI-AAI 2016, 2016, : 651 - 656
[5] Lexical Enrichment of a Human Anatomy Ontology using WordNet
Reiter, Nils
Buitelaar, Paul
[J]. GWC 2008: FOURTH GLOBAL WORDNET CONFERENCE, PROCEEDINGS, 2007, : 375 - 386
[6] Automatic Lexicon Generation through WordNet
Verma, Nitin
Bhattacharyya, Pushpak
[J]. GWC 2004: SECOND INTERNATIONAL WORDNET CONFERENCE, PROCEEDINGS, 2003, : 226 - 233
[7] Wordnet Based Lexicon Grammar for Polish
Vetulani, Zygmunt
[J]. LREC 2012 - EIGHTH INTERNATIONAL CONFERENCE ON LANGUAGE RESOURCES AND EVALUATION, 2012, : 1645 - 1649
[8] Mapping WordNet to the Kyoto ontology
Laparra, Egoitz
Rigau, German
Vossen, Piek
[J]. LREC 2012 - EIGHTH INTERNATIONAL CONFERENCE ON LANGUAGE RESOURCES AND EVALUATION, 2012, : 2584 - 2589
[9] A new method for ontology merging based on concept using WordNet
Cho, M
Kim, H
Kim, P
[J]. 8th International Conference on Advanced Communication Technology, Vols 1-3: TOWARD THE ERA OF UBIQUITOUS NETWORKS AND SOCIETIES, 2006, : U1573 - U1576
[10] Using the WordNet ontology in the GeoCLEF geographical information retrieval task
Buscaldi, Davide
Rosso, Paolo
Sanchis Arnal, Emilio
[J]. ACCESSING MULTILINGUAL INFORMATION REPOSITORIES, 2006, 4022 : 939 - 946

← 1 2 3 4 5 →