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本体学习：原理、方法与相关进展 被引量：9

Ontology Learning： Principle, Method and Related Research Progress
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摘要 本体学习是自动或半自动构建本体的一系列方法和技术。本文概述了本体学习的研究状况。描述了本体学习的框架结构，总结了本体学习的技术、方法与算法，提出了当前本体学习研究的问题与难题以及进一步研究方向。 Ontology Learning is the sot of methods and techniques used for building an ontology from scratch, enriching, or adapting an existing ontology in a somi-antomatic fashion using several sources. This paper outlines the study of ontology learning, describes the frame, architecture, technologies, approaches and algorithm of ontology learning. It presents the problem, difficulty and future research of ontology leaming.
作者 孔敬
机构地区 中国科学院文献情报中心 中国社会科学院民族学与人类学研究所网络信息中心 中国科学院研究生院
出处 《情报学报》 CSSCI 北大核心 2006年第6期657-665,共9页 Journal of the China Society for Scientific and Technical Information
基金 国家社会科学基金资助项目（编号：03CTQ003）.
关键词 本体学习 本体构建 自动抽取 概念抽取 概念聚类 ontology learning, ontology construction, automatic extraction, concept extraction, conceptual clustering.
分类号 G420 [文化科学—课程与教学论]
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参考文献42

  • 1Gómez-Pérez A,Manzano-Macho D.A Survey of Ontology Learning Methods and Techniques.http://ontoweb.org/Members/ruben/Deliverable%201.5,2005-07-20
  • 2Maedche A,Staab S.Ontology learning.In:Staab S and Studer R,eds.Handbook on Ontologies.Berlin,Heidelberg:Springer,2004.173～189
  • 3Paola Velardi,Paolo Fabriani.Michele Missikoff.Using text processing techniques to automatically enrich a domain ontology.In:Proceedings of the International Conference on Formal Ontology in Information Systems,Ogunquit,2001.New York:ACM Press,2001.270～284
  • 4Faure D,Nedellec C.A corpus-based conceptual clustering method for verb frames and ontology.In:Velardi P,ed.Proceedings of the LREC Workshop on Adapting Lexical and Corpus Resources to Sublanguages and Applications.Grana da,Spain,1998.5～12
  • 5Claire Nedellec.Corpus-based learning of semantic relations by the ILP system,Asium.In:Cussens J,Dzeroski S,eds.Proceedings of Learning Language in Logic,LLL'99,Bled,1999.Berlin,Heidelberg:Springer-Verlag,2000.259～278
  • 6Bisson G,Nedellec C,Canamero L.Designing clustering methods for ontology building-the Mo'K Workbench.In:Staab S,Maedche A,Nedellec C,Wiemer-Hastins P,eds.Proceedings of the First Workshop on Ontology Learning OL'2000.Berlin,2000.CEUR.2000,31(8):13～18
  • 7Buitelaar P,Olejnik D,Sintek M.OntoLT:a Protégé plug-in for ontology extraction from text based on linguistic analysis.In:Davies J,et al.eds.ESWS 2004,Heraklion,Crete,2004.Berlin,Heidelberg:Springer-Verlag,2004.31～44
  • 8Christopher Brewster,Fabio Ciravegna,Yorick Wilks.User-centred ontology learning for knowledge management.In:Andersson B,et al.eds.NLDB 2002,Stockholm,2002.Berlin,Heidelberg:Springer-Verlag,2002.203～207
  • 9Shih-Hung WU,Wen-Lian HSU.SOAT:A semi-automatic domain ontology acquisition tool from Chinese corpus.In:Proceedings of the 19th International Conference on Computational Linguistics(COLING 2002),Taipei,2002.1313～1317
  • 10Reinberger M,et al.Automatic initiation of an ontology.In:Meersman R,Tari Z,eds.CoopIS/DOA/ODBASE 2004,Agia Napa,Cyprus,2004.Berlin,Heidelberg:Springer-Verlag,2004.600～617

二级参考文献15

  • 1P Buitelaar et al.A Protege Plug-In for Ontology Extraction from Text Based on Linguistic Analysis[C].In:ESWS,2004
  • 2Ana G Maguitman,Filippo Menczer. Algorithm detection of semantic similarity[C].In: WWW2005, Chiba, Japan, 2005-05
  • 3Roberto Navigli,Paola Velardi.Learning domain ontologies from document warehouses and dedicated web site[M].Computational Linguistics(30-2) ,MIT Press,2004-06
  • 4Maedche A,Staab S.Ontology learning for the semantic web[J].IEEE Intelligent Systems,2001; 16(2)
  • 5Marta Sabou. Extracting ontologies from software documentation:a semi-antomatic method and its evalution[C].In:ECAI 2004,2004
  • 6Thanh Tho Quan et al. Automatic generation of ontology for scholarly semantic web[C].In :ISWC2004, LNCS 3298,2004:726～740
  • 7Maria Teresa Pazienza et al. Modelling semantic grid knowledge embedded in documents[C].In:Proceedings of the 13th IEEE International Workshops on enabling technologies:Infrastructure for collaborative enterprises(WET ICE'04),2004
  • 8Philipp Cimiano et al.Towards the self-annotating web[C].In:WWW2004,New York ,USA ,2004-05:17～22
  • 9Zheng Chen et al. Building a web thesaurus from web link structure[C].In: SIGIR'03, Tornoto, Canada, 2003-07
  • 10A Gomez-Perez,Manzano-Macho. A survey of ontology learning methods and techniques. OntoWeb Deliverable D1.5,2003

共引文献30

同被引文献150

引证文献9

二级引证文献54

情报学报
2006年 第6期

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