An ontology-based mechanism for automatic categorization of web services

被引:4
|
作者
Kehagias, Dionysios D. [2 ]
Giannoutakis, Konstantinos M. [2 ]
Gravvanis, George A. [1 ]
Tzovaras, Dimitrios [2 ]
机构
[1] Democritus Univ Thrace, Dept Elect & Comp Engn, GR-67100 Xanthi, Greece
[2] Ctr Res & Technol Hellas, Informat & Telemat Inst, Thessaloniki 57001, Greece
来源
关键词
Web services; data mining; service categorization; ontologies; FRAMEWORK;
D O I
10.1002/cpe.1818
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
The addition of semantic information into Web services (WS) results in more accurate search and retrieval in service registries. The key issue to facilitate organization of services, taking into account their semantics, is the development of automatic mechanisms that generate appropriate mappings between Web service elements and their semantics-enabled counterparts. In this paper, we introduce an ontology-based mechanism for automatic semantic categorization of WS and their structural components. The presented approach, as opposed to similar ones, takes into account the lexicographic, structural, and data type characteristics of WS. Moreover, a software tool that implements the proposed service categorization mechanism is presented, and a benchmark process is executed that reveals outstanding performance of the developed mechanism in comparison with a relevant state-of-the-art approach. Copyright (c) 2011 John Wiley & Sons, Ltd.
引用
收藏
页码:214 / 236
页数:23
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