Computer Science ›› 2013, Vol. 40 ›› Issue (7): 9-14.

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Survey of Automatic Model Composition Based on Semantic Web Service

HUANG Hui,CHEN Xue-guang and WANG Zhi-wu   

  • Online:2018-11-16 Published:2018-11-16

Abstract: This paper reviewed the proposition,development and implementation of the model composition function in decision support systems (DSS).A survey of distributed model management and model composition was given,and multiple model composition methods were compared.Due to the emergence of Web Service technology,and the innovative application of both of the semantic Web and AI planning fields,the automatic composition of DSS models is possible.But some problems also exist.The distributed model composition methods mainly learn from the automatic Web service composition,and models are encapsulated into Web services.The problem of model composition is converted to Web service composition.However,model composition has its own characteristics that the traditional automatic Web service composition methods are not fully applicable,for example the direct composition of qualitative and quantitative models.

Key words: Distributed decision support systems,Semantic Web service,Automatic model composition

[1] Sprague R H,Carlson E D.Building effective decision support systems[M].Prentice-Hall,1982
[2] Elam J J,Henderson J C,Miller L W.Model Management Sys-tems:An Approach to Decision Support in Complex Organizations[C]∥ Proceedings of the First Conference on Information Systems.1980
[3] Bonczek R H,Holsapple C W,Whinston A B.A Generalized Decision Support System Using Predicate Calculus and Network Data Base Management[J].Purdue University,1981,29(2):263-281
[4] Blanning R.A Relational Framework for Model Management In Decision support Systems[Z].DSS-82Transactions,1982
[5] Liang T-P,Lee C-C,Turban E.Model Management and Solvers for Decision Support[J].Handbook on Decision Support Systems,2008,1:231-258
[6] Ching C,Holsapple,Whinston A.Computer Support in Distributed Decision Environments[Z].Environments for Supporting Decision Processes,1991
[7] Huh S-Y,Kim H-M,Chung Q B.Framework for change notification and view synchronization in distributed model management systems[J].Omega,1999,27(4):431-443
[8] Deokar A V,El-Gayar O F.A Semantic Web Services-Based Architecture for Model Management Systems[C]∥Hawaii International Conference on System Sciences,Proceedings of the 41st Annual.2008
[9] Chari K.Model composition in a distributed environment[J].Decision Support Systems,2003,35(3):399-413
[10] Chari K.Model Composition Using Filter Spaces[J].Information Systems Research,2002,13(1):15-35
[11] Liu J I,Yun D Y Y,Klein G.An Agent for Intelligent Model Management[J].Journal of Management Information Systems,1990,7(1):101-122
[12] Bui T,Lee J.An agent-based framework for building decisionsupport systems[J].Decision Support Systems,1999,25(3):225-237
[13] El-Gayar O,Tandekar K.An XML-based schema definition for model sharing and reuse in a distributed environment[J].Decision Support Systems,2007,43(3):791-808
[14] Zhang S,Goddard S.A software architecture and framework for Web-based distributed Decision Support Systems[J].Decision Support Systems,2007,43(4):1133-1150
[15] Bhargava H K,Power D J,Sun D.Progress in Web-based decision support technologies[J].Decision Support Systems,2007,43(4):1083-1095
[16] Gottschalk K,et al.Introduction to Web Services Architecture[J].IBM Sys J,2002,41(2):170-177
[17] Madhusudan T,Uttamsingh N.A declarative approach to composing web services in dynamic environments[J].Decision Support Systems,2006,41(2):325-357
[18] Madhusudan T.A Web services framework for distributed modelmanagement[J].Information Systems Frontiers,2006,9(1):9-27
[19] Iyer B,Shankaranarayanan G,Lenard M L.Model management decision environment:a Web service prototype for spreadsheet models[J].Decision Support Systems,2005,40(2):283-304
[20] Deokar A V,El-Gayar O F,Aljafari R.Developing a Semantic Web-Based Distributed Model Management System:Experiences and Lessons Learned[C]∥System Sciences (HICSS).201043rd Hawaii International Conference on.2010
[21] Talantikite H N,Aissani D,Boudjlida N.Semantic annotations for web services discovery and composition[J].Computer Standards & Interfaces,2009,31(6):1108-1117
[22] 王志武.基于网格的DSS模型服务管理研究 [D].武汉:华中科技大学,2007
[23] 王煜.基于MDA的GBDSS决策服务组合建模方法研究 [D].武汉:华中科技大学,2010
[24] 李景霞,侯紫峰.Web服务组合综述[J].计算机应用研究,2005(12):4-7
[25] Hamadi R,Benatallah B.A Petri Net-based Model for WebService Composition[C]∥Proceedings of the 14th Australasian Database Conference.2003
[26] OASIS.Web services business process execution language version 2.0.http://docs.oasis-open.org/wsbpel/2.0/OS/wsbpel-v2.0-OS.html,2007
[27] Agarwal V,et al.Understanding approaches for web service composition and execution[C]∥Proceedings of the 1st Bangalore Annual Compute Conference.2008
[28] Sirin E,Hendler J,Parsia B.Semi-automatic Composition of Web Services using Semantic Descriptions[C]∥Web Services:Modeling,Architecture and Infrastructure Workshop in ICEIS.2003
[29] Digiampietri L A,Perez-Alcazar J J,Medeiros C B.AI Planning in Web Services Composition:a review of current approaches and a new solution.http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.86.2019,2012
[30] Lee S,et al.OntoPipeliner:An ontology-based automatic semantic service pipeline generator[J].Expert Systems with Applications,2011,38(8):9472-9482
[31] Lécué F,et al.SOA4All:An Innovative Integrated Approach to Services Composition[C]∥2010IEEE International Conference on Web Services.2010
[32] Sirin E,et al.HTN planning for Web Service composition using SHOP2[J].Web Semantics:Science,Services and Agents on the World Wide Web,2004,1(4):377-396
[33] Chan K S M,Bishop J,Baresi L.Survey and Comparison ofPlanning Techniques for Web Services Composition[M].University of Pretoria. ISMED,209,2007
[34] Deokar A V,El-Gayar O F.Enabling Distributed Model Mana-gement Using Semantic Web Technologies[C]∥System Scien-ces,2009.HICSS ’09.42nd Hawaii International Conference on.2009
[35] Cimatti A,et al.Weak,strong,and strong cyclic planning viasymbolic model checking[J].Artificial Intelligence,2003,147(1/2):35-84
[36] Cimatti A,Roveri M.Conformant planning via symbolic model checking[J].J.Artif.Int.Res.,2000,13(1):305-338
[37] Pistore M,et al.Automated composition of web services byplanning at the knowledge level[C]∥Proceedings of the 19th International Joint Conference on Artificial Intelligence 2005. Edinburgh,Scotland:Morgan Kaufmann Publishers Inc.,2005:1252-1259
[38] Pistore M,et al.Automated Synthesis of Composite BPEL4WS Web Services[C]∥Proceedings of the IEEE International Conference on Web Services2005.IEEE Computer Society.2005:293-301
[39] Bertoli P,Pistore M,Traverso P.Automated composition ofWeb services via planning in asynchronous domains[J].Artificial Intelligence,2010,174(3/4):316-361
[40] Kowalski R A,Sergot M J.A logic-based calculus of events[J].New Gener.Comput.,1986,4(1):67-95
[41] Shanahan M.Prediction is deduction but explanation is abduc-tion[C]∥Proceedings IJCAI 89.1989:1055-1060
[42] Shanahan M.Event calculus planning revisited[C]∥Proceedings 4th European Conference on Planning (ECP 97).Springer Lecture Notes in Artificial Intelligence no.1348,1997:390-402
[43] Shanahan M.An abductive event calculus planner[J].The Journal of Logic Programming,2000,44(1-3):207-240
[44] Okutan C,Cicekli N K.A monolithic approach to automatedcomposition of semantic web services with the Event Calculus[J].Knowledge-Based Systems,2010,23(5):440-454
[45] Ozorhan K,E,Kuban E K,et al.Automated composition of web services with the abductive event calculus[J].Information Scien-ces,2010,180(19):3589-3613
[46] Li L,Liu D,Bouguettaya A.Semantic based aspect-oriented programming for context-aware Web service composition[J].Information Systems,2011,36(3):551-564
[47] Niu W,et al.Multi-granularity context model for dynamic Web service composition[J].Journal of Network and Computer Applications,2011,34(1):312-326

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