CHALLENGES IN DISTRIBUTED INFORMATION SEARCH IN A SEMANTIC DIGITAL LIBRARY

被引:0
|
作者
Martin, Antonio [1 ]
Leon, Carlos [1 ]
机构
[1] Univ Seville, Dept Tecnol Elect, Avda Reina Mercedes S-N, Seville, Spain
关键词
Ontology; Semantic Web; Retrieval; Case-based Reasoning; Digital Library; Knowledge Management;
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
Nowadays an enormous quantity of heterogeneous and distributed information is stored in the current digital libraries. Access to these collections poses a serious challenge, however, because present search techniques based on manually annotated metadata and linear replay of material selected by the user do not scale effectively or efficiently to large collections. The artificial intelligent and semantic Web provides a common framework that allows knowledge to be shared and reused. In this paper we propose a comprehensive approach for discovering information objects in large digital collections based on analysis of recorded semantic metadata in those objects and the application of expert system technologies. We suggest a conceptual architecture for a semantic and intelligent search engine. OntoFAMA is a collaborative effort that proposes a new form of interaction between people and Digital Library, where the latter is adapted to individuals and their surroundings. We have used Case Based-Reasoning methodology to develop a prototype for supporting efficient retrieval knowledge from digital library of Seville University.
引用
收藏
页码:495 / 498
页数:4
相关论文
共 50 条
  • [1] Semantic Search of Distributed Information and Knowledge
    Bianchini, Devis
    De Antonellis, Valeria
    Melchiori, Michele
    [J]. MANAGEMENT OF THE INTERCONNECTED WORLD, 2010, : 175 - 183
  • [2] Semantic Search Using Constrained Spread Activation for Semantic Digital Library
    Vasani, Sandeep
    Pandey, Mohit
    Bhise, Minal
    [J]. DISTRIBUTED COMPUTING AND INTERNET TECHNOLOGY, 2012, 7154 : 274 - 275
  • [3] The taxonomy of semantic linkages of information objects in research digital library content
    M. R. Kogalovskii
    S. I. Parinov
    [J]. Automatic Documentation and Mathematical Linguistics, 2015, 49 (5) : 163 - 171
  • [4] The Taxonomy of Semantic Linkages of Information Objects in Research Digital Library Content
    Kogalovskii, M. R.
    Parinov, S. I.
    [J]. AUTOMATIC DOCUMENTATION AND MATHEMATICAL LINGUISTICS, 2015, 49 (05) : 163 - 171
  • [5] A Digital Library System for Semantic Spatial Information Extraction from Images
    Foukarakis, Michalis
    Ragia, Lemonia
    Christodoulakis, Stavros
    [J]. 2015 1ST INTERNATIONAL CONFERENCE ON GEOGRAPHICAL INFORMATION SYSTEMS THEORY, APPLICATIONS AND MANAGEMENT (GISTAM), 2015, : 165 - 169
  • [6] The semantic web and the digital library
    Burke, Mary
    [J]. ASLIB PROCEEDINGS, 2009, 61 (03): : 316 - 322
  • [7] An information flow based approach to semantic integration of distributed digital museums
    Liu, Hong-Zhe
    Bao, Hong
    Wu, Jing
    Feng, Jun-Kang
    [J]. PROCEEDINGS OF 2006 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7, 2006, : 4430 - +
  • [8] Theoretical foundations of the models and methods of information search for structured digital library
    Bilokon, Vasyl
    Dudar, Zoya
    Vorochek, Olga
    Vorochek, Svitlana
    [J]. TCSET 2006: MODERN PROBLEMS OF RADIO ENGINEERING, TELECOMMUNICATIONS AND COMPUTER SCIENCE, PROCEEDINGS, 2006, : 75 - 76
  • [9] Social network technologies for semantic linking of information objects in scientific digital library
    Kogalovsky, M. R.
    Parinov, S. I.
    [J]. PROGRAMMING AND COMPUTER SOFTWARE, 2014, 40 (06) : 314 - 322
  • [10] Social network technologies for semantic linking of information objects in scientific digital library
    M. R. Kogalovsky
    S. I. Parinov
    [J]. Programming and Computer Software, 2014, 40 : 314 - 322