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CARSA: A context-aware reasoning-based service agent model for AI planning of web service composition

Wenjia Niu, Gang Li, Hui Tang, Xu Zhou, Zhongzhi Shi
2011 Journal of Network and Computer Applications  
optimization approach to strengthen the effectiveness of Web service composition.  ...  In this paper, we propose the context-aware reasoning-based service agent model (CARSA) which exploits the relationships among different service consumers and providers, together with the corresponding  ...  OWL-S, SHOP2, Wu et al., 2003) , the AI planning approach is more suitable for dynamical synthesis of the required Web services through logical reasoning by AI planners.  ... 
doi:10.1016/j.jnca.2011.06.008 fatcat:6gypzipnbrdf7hit7b3dicqvka

Semantic Web Service Composition Based on a Closed World Assumption

Freddy Lecue, Alain Leger
2006 2006 European Conference on Web Services (ECOWS'06)  
The model supports a semantic context in order to find a correct, complete and consistent plan as a AI planning-based composition.  ...  Semantics is supposed to be one of the key elements for the automation of Web service composition.  ...  The CLM is able to prepare a suitable context for an AI planning problem [22, 12] with the purpose of obtaining a complete, correct, consistent and optimal plan.  ... 
doi:10.1109/ecows.2006.35 dblp:conf/ecows/LecueL06a fatcat:cchmoxdhxbftne2iqg7i25c66a

Web Service Composition Processes: A Comparative Study

Aram AlSedrani, Ameur Touir
2016 International Journal on Web Service Computing  
Over the past years, the problem of web service composition has been studied intensively by researchers.  ...  The composition process includes, in general, the searching for existing services in a specific domain, and selecting the appropriate service, then coordinating composition flow and invoking services.  ...  ACKNOWLEDGMENTS This research has been supported by the Computer Science Dept. of the College of Computer and Information Sciences at King Saud University.  ... 
doi:10.5121/ijwsc.2016.7101 fatcat:iliffsg2czfrrefbk3k2bm3gzi

A Formal Model for Semantic Web Service Composition [chapter]

Freddy Lécué, Alain Léger
2006 Lecture Notes in Computer Science  
In this paper an innovative and formal model for an AI planning-oriented composition is presented.  ...  The model supports a semantic context in order to find a correct, complete, consistent and optimal plan as a solution.  ...  The Causal link matrix is able to prepare a suitable context for an AI planning problem [7, 20] with the purpose of obtaining complete, correct, consistent and optimal plan.  ... 
doi:10.1007/11926078_28 fatcat:g3l64yeyxbcj5e25iqgq7obtmy

Context Optimization of AI planning for Services Composition

Lirong Qiu, Zhongzhi Shi, Fen Lin
2006 2006 IEEE International Conference on e-Business Engineering (ICEBE'06)  
The major technical contributions of this paper are: (1) We propose an ontology-based framework for the context-aware composition of Web services.  ...  corresponding to a context-aware service composition, based on global planning and local optimization, considering both the usability and adoption.  ...  To make good use of the context elements in AI planning system for service composition is practical.  ... 
doi:10.1109/icebe.2006.32 dblp:conf/icebe/QiuSL06 fatcat:5gyds2bbcffu7jtfbehmxxlktm

Effort-Oriented Classification Matrix of Web Service Composition [article]

Zheng Li and Liam O'Brien and Jacky Keung and Xiwei Xu
2013 arXiv   pre-print
This paper proposes an effort-oriented classification matrix for Web service composition, which distinguishes between the context and technology dimension.  ...  Consequently, besides the traditional classification benefits, this matrix can be used to build the basis of cost estimation for Web service composition in future research.  ...  For example, the semantic description is helpful for the translation between Web service composition problems and AI-planning systems [12] , while the semantic matchmaking can facilitate the automatic  ... 
arXiv:1302.2201v1 fatcat:ol4r4qiftjcndln53lesuw5s4u

A Semantic Web Services-Based Architecture for Model Management Systems

Amit V. Deokar, Omar F. El-Gayar
2008 Proceedings of the 41st Annual Hawaii International Conference on System Sciences (HICSS 2008)  
To this end, this paper presents a semantic web services-based architecture for MMS.  ...  Integral to the architecture is the use of ontologies and artificial intelligence (AI) planning techniques to facilitate model composition.  ...  Moreover, we leverage advances in semantic web and ontologies, as well as AI planning techniques for effective model composition and execution.  ... 
doi:10.1109/hicss.2008.37 dblp:conf/hicss/DeokarE08 fatcat:3j57n7gqrfdqjgsmzhdbdjqmv4

QoS-aware optimal and automated semantic web service composition with user's constraints

Amina Bekkouche, Sidi Mohammed Benslimane, Marianne Huchard, Chouki Tibermacine, Fethallah Hadjila, Mohammed Merzoug
2017 Service Oriented Computing and Applications  
The composition problem has been handled using a variety of techniques, from Artificial Intelligence (AI) planning to optimization algorithms.  ...  Automated semantic web service composition is one of the critical research challenges of service-oriented computing, since it allows users to create an application simply by specifying the inputs that  ...  CLM is a formal theoretical model accommodating AI planning for web service composition.  ... 
doi:10.1007/s11761-017-0205-1 fatcat:kuy4ko3khfav5fwubirhsidmci

SEMAPLAN: Combining Planning with Semantic Matching to Achieve Web Service Composition

Rama Akkiraju, Biplav Srivastava, Anca-andreea Ivan, Richard Goodwin, Tanveer Syeda-Mahmood
2006 2006 IEEE International Conference on Web Services (ICWS'06)  
In this paper, we present a novel algorithm to compose Web services in the presence of semantic ambiguity by combining semantic matching and AI planning algorithms.  ...  The solution is suitable for semiautomated composition tools or directory browsers.  ...  Details of SEMAPLAN system are described below. Combining Semantic Matching AI with Planning for Web Service Composition Figure 2.  ... 
doi:10.1109/icws.2006.119 dblp:conf/icws/AkkirajuSIGS06 fatcat:oo3pgtj4dnds5elwvd3qg4mdlm

Web Services Composition Methods and Techniques: A Review

Narges Hesami Rostami, Esmaeil Kheirkhah, Mehrdad Jalali
2013 International Journal of Computer Science Engineering and Information Technology  
With the increasing number of web services available on the web, the need for web services composition is becoming more and more important.  ...  Nowadays, for answering complex needs of users, the construction of new web services based on existing ones is required. This problem is known as web services composition.  ...  Finally according to user's request as input, using AI Planning Engine have generated a suitable composition plan for meet user's request.  ... 
doi:10.5121/ijcseit.2013.3603 fatcat:rcuixm4zgvhdroylc3uqeib7k4

Servicing Your Requirements: An FCA and RCA-driven Approach for Semantic Web Services Composition

Maha Driss, Amani Aljehani, Wadii Boulila, Hamza Ghandorh, Mohammad Al-Sarem
2020 IEEE Access  
In this paper, we present a novel approach enhancing the composition of semantic Web services.  ...  (QoBiz), iii) using Formal Concept Analysis (FCA) technique to select the optimal set of Web services, iv) considering composability levels between sequential Web services using Relational Concept Analysis  ...  the optimal Web services for the required composition.  ... 
doi:10.1109/access.2020.2982592 fatcat:dlvcqjfstbdxhj6crfkwgdw2ku

Information Modeling for End to End Composition of Semantic Web Services [chapter]

Arun Kumar, Biplav Srivastava, Sumit Mittal
2005 Lecture Notes in Computer Science  
One of the main goals of the semantic web services effort is to enable automated composition of web services.  ...  However, the main focus in literature has been on the initial part of formally representing web service capabilities and reasoning about their composition using AI techniques.  ...  Conclusion Current efforts in the world of semantic web services focus on formally representing service capabilities and on reasoning about composition of services using AI techniques.  ... 
doi:10.1007/11574620_35 fatcat:7iyf77xhibb7je6r6kgmxhyzm4

Context-aware Services Composition based on AI Planning

Lirong Qiu, Zhongzhi Shi
2006 Jahrestagung der Gesellschaft für Informatik  
AI planning technologies has proventobeuseful for services composition. By treating service as an action, planners do various sorts of reasoning about howt oc ombine services into ap lan.  ...  The major technical contributions of this paper are: (1) We propose an OWL-SC model for the context-aware composition of Webs ervices.( 2 ) We propose contextaware plan architecture and thus is more scalabilitya  ...  In AI domain, researchers exploited AI planning techniques for automatic service composition by treating service composition as ap lanning problem, given a representation of services based on OWL-S.  ... 
dblp:conf/gi/QiuS06 fatcat:knz3a5dl2nhlhfgzr2ycn2fsx4

Web Service Composition via the Customization of Golog Programs with User Preferences [chapter]

Shirin Sohrabi, Nataliya Prokoshyna, Sheila A. McIlraith
2009 Lecture Notes in Computer Science  
From these we generate Web service compositions that realize a given generic procedure, satisfying the user's hard constraints and optimizing for the user's preferences.  ...  To this end, we propose a means of performing automated Web service composition by exploiting a flexible template of the composition in the form of a generic procedure.  ...  Acknowledgements The authors would like to thank Meghyn Bienvenu for her initial work on PPLAN which was fundamental to the realization of this work.  ... 
doi:10.1007/978-3-642-02463-4_17 fatcat:tw3tdbhwijb37ng3ihchw63pbe

Semantic Web Service Composition through a Matchmaking of Domain

Freddy Lecue, Alain Leger
2006 2006 European Conference on Web Services (ECOWS'06)  
It is widely recognized that one of the key elements for the automated composition of Web services is semantics: i.e. unambiguous descriptions of Web services capabilities and web service processes.  ...  However Web services described at capability level need a formal context to perform the automated composition of Web services.  ...  The Causal link matrix is able to prepare a suitable context for an AI planning problem [25, 16, 28] with the purpose of obtaining complete, correct, consistent and optimal plan.  ... 
doi:10.1109/ecows.2006.36 dblp:conf/ecows/LecueL06 fatcat:vxw5bvgaoze2tpytemhr2hw6rq
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