A Semantic-Aware Framework for Composite Services Engineering Based on Semantic Similarity and Concept Lattices

This paper presents a semantic framework called IDECSE for composite Web services modeling and engineering. This framework uses semantic similarity measures and Formal Concept Analysis formalism to generate classes of similar services that can be composable to satisfy users queries and preferences. A reasoning mechanism is also proposed to produce reliable composite services. By considering semantics for describing, discovering, composing, and monitoring services, IDECSE addresses the challenge of achieving a full governance of the composition process.

[1]  Dieter Fensel,et al.  A Conceptual Comparison of WSMO and OWL-S , 2004, ECOWS.

[2]  Roy Rada,et al.  Development and application of a metric on semantic nets , 1989, IEEE Trans. Syst. Man Cybern..

[3]  Mohamed Abid,et al.  IDECSE: A Semantic Integrated Development Environment for Composite Services Engineering , 2014, CAiSE.

[4]  Philip Resnik,et al.  Using Information Content to Evaluate Semantic Similarity in a Taxonomy , 1995, IJCAI.

[5]  David W. Conrath,et al.  Semantic Similarity Based on Corpus Statistics and Lexical Taxonomy , 1997, ROCLING/IJCLCLP.

[6]  Chouki Tibermacine,et al.  Backing Composite Web Services Using Formal Concept Analysis , 2011, ICFCA.

[7]  G. Miller,et al.  Contextual correlates of semantic similarity , 1991 .

[8]  Martha Palmer,et al.  Verb Semantics and Lexical Selection , 1994, ACL.

[9]  Annapaola Marconi,et al.  Synthesis and Composition of Web Services , 2009, SFM.

[10]  Jerry R. Hobbs,et al.  DAML-S: Semantic Markup for Web Services , 2001, SWWS.

[11]  A. Tversky.  Features of Similarity , 1977 .

[12]  Mohsen Rouached,et al.  SCoME: A Web Services Composition Modeling and Engineering Framework , 2013, 2013 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI) and Intelligent Agent Technologies (IAT).

[13]  Incheon Paik,et al.  Web-Service Clustering with a Hybrid of Ontology Learning and Information-Retrieval-Based Term Similarity , 2013, 2013 IEEE 20th International Conference on Web Services.

[14]  Sleiman Rabah,et al.  Current State and Challenges of Automatic Planning in Web Service Composition , 2011, ArXiv.

[15]  Carlo Ghezzi,et al.  DSOL: a declarative approach to self-adaptive service orchestrations , 2012, Computing.

[16]  Koustuv Dasgupta,et al.  Synthy: A system for end to end composition of web services , 2005, J. Web Semant..

[17]  John B. Goodenough,et al.  Contextual correlates of synonymy , 1965, CACM.

[18]  Gerardo Canfora,et al.  An approach to support Web service classification and annotation , 2005, 2005 IEEE International Conference on e-Technology, e-Commerce and e-Service.

[19]  Mara Nikolaidou,et al.  An Integrated Approach to Automated Semantic Web Service Composition through Planning , 2012, IEEE Transactions on Services Computing.

[20]  Freddy Lécué,et al.  Towards Scalability of Quality Driven Semantic Web Service Composition , 2009, 2009 IEEE International Conference on Web Services.

[21]  Peng Xiaoming,et al.  A User Requirements Oriented Dynamic Web Service Composition Framework , 2009, 2009 International Forum on Information Technology and Applications.

[22]  Costin Badica,et al.  Intelligent Distributed Computing IV - Proceedings of the 4th International Symposium on Intelligent Distributed Computing - IDC 2010, Tangier, Morocco, September 2010 , 2010, IDC.

[23]  Tudor David,et al.  Semantic Web Service Clustering for Efficient Discovery Using an Ant-Based Method , 2010, IDC.

[24]  Barbara Pernici,et al.  URBE: Web Service Retrieval Based on Similarity Evaluation , 2009, IEEE Transactions on Knowledge and Data Engineering.

[25]  David Sánchez,et al.  Ontology-based semantic similarity: A new feature-based approach , 2012, Expert Syst. Appl..

[26]  Lerina Aversano,et al.  Using Concept Lattices to Support Service Selection , 2006, Int. J. Web Serv. Res..

[27]  Bernhard Ganter,et al.  Formal Concept Analysis: Mathematical Foundations , 1998 .

[28]  Ismailcem Budak Arpinar,et al.  Automatic Composition of Semantic Web Services , 2003, ICWS.

[29]  Zhaohui Wu,et al.  Inverted Indexing for Composition-Oriented Service Discovery , 2007, IEEE International Conference on Web Services (ICWS 2007).

[30]  Gopal Gupta,et al.  Automatic Composition of SemanticWeb Services , 2007, IEEE International Conference on Web Services (ICWS 2007).

[31]  Jong Myoung Ko,et al.  Quality-of-service oriented web service composition algorithm and planning architecture , 2008, J. Syst. Softw..