Semantic Service Retrieval based on Natural Language Querying and Semantic Similarity

被引：1
|
作者：
de Castilho, Richard Eckart [1 ]
Gurevych, Iryna [1 ]
机构：
[1] Tech Univ Darmstadt, UKP Lab, Darmstadt, Germany
来源：
FIFTH IEEE INTERNATIONAL CONFERENCE ON SEMANTIC COMPUTING (ICSC 2011) | 2011年
关键词：
D O I：
10.1109/ICSC.2011.44
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
In this paper, we address the task of semantic service retrieval based on natural language queries. We analyze identifiers of services, operations, and parameters extracted from WSDL service descriptions with respect to their semantic content. In order to measure the semantic similarity between query and service description, we introduce a novel computationally efficient document similarity measure based on information content and fuzzy set theory.
引用
收藏
页码：173 / 176
页数：4
相关论文
共 50 条
  • [31] MedSearch:: A retrieval system for medical information based on semantic similarity
    Hliaoutakis, Angelos
    Varelas, Giannis
    Petrakis, Euripides G. M.
    Milios, Evangelos
    RESEARCH AND ADVANCED TECHNOLOGY FOR DIGITAL LIBRARIES, 2006, 4172 : 512 - 515
  • [32] Region-based semantic similarity propagation for image retrieval
    Lu, Weiming
    Pan, Hong
    Wu, Jiangqin
    ADVANCES IN MULTIMEDIA INFORMATION PROCESSING - PCM 2006, PROCEEDINGS, 2006, 4261 : 1027 - 1036
  • [33] The Semantic Retrieval Model of Manufacturing Resource Based on Rules and Similarity
    Wei, Junying
    Zhong, Peisi
    MECHANICAL AND ELECTRONICS ENGINEERING III, PTS 1-5, 2012, 130-134 : 483 - 486
  • [34] A semantic similarity-based social information retrieval model
    Choumane, Ali
    SOCIAL NETWORK ANALYSIS AND MINING, 2014, 4 (01) : 1 - 6
  • [35] Ontology based viso-semantic similarity for image retrieval
    Andreatta, Claudio
    2008 INTERNATIONAL WORKSHOP ON CONTENT-BASED MULTIMEDIA INDEXING, 2008, : 54 - 60
  • [36] Sentence similarity based on semantic kernels for intelligent text retrieval
    Amir, Samir
    Tanasescu, Adrian
    Zighed, Djamel A.
    JOURNAL OF INTELLIGENT INFORMATION SYSTEMS, 2017, 48 (03) : 675 - 689
  • [37] Sentence similarity based on semantic kernels for intelligent text retrieval
    Samir Amir
    Adrian Tanasescu
    Djamel A. Zighed
    Journal of Intelligent Information Systems, 2017, 48 : 675 - 689
  • [38] Robust service-based semantic querying to distributed heterogeneous databases
    Buil-Aranda, Carlos
    Corcho, Oscar
    Krause, Amy
    PROCEEDINGS OF THE 20TH INTERNATIONAL WORKSHOP ON DATABASE AND EXPERT SYSTEMS APPLICATION, 2009, : 74 - +
  • [39] Semantic key generation based on natural language
    Wu, Zhendong
    Kang, Jie
    Jiang, Qian
    INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2022, 37 (07) : 4041 - 4064
  • [40] A METHOD FOR THE COMPUTATION OF THE SEMANTIC SIMILARITY AND RELATEDNESS BETWEEN NATURAL LANGUAGE WORDS
    Anisimov, A. V.
    Marchenko, O. O.
    Kysenko, V. K.
    CYBERNETICS AND SYSTEMS ANALYSIS, 2011, 47 (04) : 515 - 522
12345