A Multigraph Approach for Web Services Recommendation

被引:2
作者
Slaimi, Fatma [1 ]
Sellami, Sana [1 ]
Boucelma, Omar [1 ]
Ben Hassine, Ahlem [2 ]
机构
[1] Univ Toulon & Var, Aix Marseille Univ, CNRS, ENSAM,LSIS,UMR 7296, F-13397 Marseille, France
[2] Univ Manouba, Natl Sch Comp Sci ENSI, Manouba, Tunisia
来源
ON THE MOVE TO MEANINGFUL INTERNET SYSTEMS: OTM 2016 CONFERENCES | 2016年 / 10033卷
关键词
Web services; Recommendation; Graph database; Neo4j; TRUST; SYSTEM; MODEL;
D O I
10.1007/978-3-319-48472-3_16
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, we describe a Web services recommendation approach where the services' ecosystem is represented as a heterogeneous multigraph, and edges may have different semantics. The recommendation process relies on clustering techniques to suggest services "of interest" to a user. Our approach has been implemented as a tool called WesReG (Web services Recommendation with Graphs) on top of Neo4j and its cypher query language. We present the system implementation details and present the results of experiments on a collection of real Web services.
引用
收藏
页码:282 / 299
页数:18
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