I. Chapitre-5, . Implémentationimpl´implémentation-etévaluationet´etévaluation-?.-<operation, and . Name=, getResearcher" pattern=wsdl:in-out> <:Semantic-View ID="V11" Pr="0.7"> Select ?n ?U :rdftype :University ?U :HasCode $u ?U :Current ?T ?T :rdftype :Researcher ?T :HasName ?r </:Semantic-View> <:Semantic-View ID="V12" Pr="0.3"> Select ?n ?U :rdftype :University ?U :HasCode $u ?U :Former ?T ?T :rdftype :Researcher ?T :HasName ?r <, pp.Semantic-View>

?. Base=, Semantic-View ID="V21" Pr="0.3"> Select ?c1, ?c2 ?T :rdftype :Researcher ?T :HasName $r ?T :CellPhone ? c1 ?T :Fax ?c2 </:Semantic-View> <:Semantic-View ID="V22" Pr="0.6"> Select ?c1, ?c2 ?T :rdftype :Researcher ?T :HasName $r ?T :HomePhone ?c1 ?T :CellPhone ?c2 </:Semantic-View> <:Semantic-View ID="V23" Pr="0.1"> Select ?c1

]. S. Bibliographie1, P. C. Abiteboul, G. Kanellakis, and . Grahne, On the representation and querying of sets of possible worlds, SIGMOD Conference, pp.34-48, 1987.

S. Agrawal, S. Chaudhuri, and V. R. Narasayya, Automated selection of materialized views and indexes in sql databases, Proceedings of the 26th International Conference on Very Large Data Bases, VLDB '00, pp.496-505, 2000.

R. Akkiraju, J. Farrell, J. A. Miller, M. Nagarajan, A. Sheth et al., Web service semantics ? wsdl-s, W3C Workshop on Frameworks for Semantic in Web Services, 2005.

R. Alarcón and E. Wilde, RESTler, Proceedings of the 19th international conference on World wide web, WWW '10, pp.1051-1052, 2010.
DOI : 10.1145/1772690.1772799

L. Antova, C. Koch, and D. Olteanu, $${10^{(10^{6})}}$$ worlds and beyond: efficient representation and processing of incomplete information, ICDE, pp.606-615, 2007.
DOI : 10.1007/s00778-009-0149-y

L. Antova, C. Koch, and D. Olteanu, MayBMS: Managing Incomplete Information with Probabilistic World-Set Decompositions, 2007 IEEE 23rd International Conference on Data Engineering, 2007.
DOI : 10.1109/ICDE.2007.369042

M. A. Aslam, S. Auer, J. Shen, and M. Herrmann, Expressing Business Process Models as OWL-S Ontologies, Proceedings of the 2006 International Conference on Business Process Management Workshops, BPM'06, pp.400-415, 2006.
DOI : 10.1007/11837862_38

S. Bao, L. Zhang, C. Lin, and Y. Yu, A Semantic Rewriting Approach to Automatic Information Providing Web Service Composition, ASWC, pp.488-500, 2006.
DOI : 10.1007/11836025_47

M. Barhamgi, D. Benslimane, and B. Medjahed, A Query Rewriting Approach for Web Service Composition, IEEE Transactions on Services Computing, vol.3, issue.3, pp.206-222, 2010.
DOI : 10.1109/TSC.2010.4
URL : https://hal.archives-ouvertes.fr/hal-01381443

D. K. Barry and P. J. Gannon, Web Services and Service-Oriented Architectures, 2003.
DOI : 10.1016/B978-0-12-398357-2.00003-8

O. Benjelloun, A. D. Sarma, A. Y. Halevy, M. Theobald, and J. Widom, Databases with uncertainty and lineage, The VLDB Journal, vol.97, issue.1???2, pp.243-264, 2008.
DOI : 10.1007/s00778-007-0080-z

T. Bernecker, T. Emrich, H. Kriegel, M. Renz, and A. Züfle, Probabilistic ranking in fuzzy object databases, Proceedings of the 21st ACM international conference on Information and knowledge management, CIKM '12, pp.2647-2650, 2012.
DOI : 10.1145/2396761.2398714

A. Bernstein and C. Kiefer, Imprecise RDQL, Proceedings of the 2006 ACM symposium on Applied computing , SAC '06, pp.1684-1689, 2006.
DOI : 10.1145/1141277.1141675

Y. Bo and Q. Zheng, A method of Semantic Web Service composition based PDDL, 2009 IEEE International Conference on Service-Oriented Computing and Applications (SOCA), pp.1-4, 2009.
DOI : 10.1109/SOCA.2009.5410446

C. Böhm, M. Freitag, and A. Heise, Integrating open government data for transparency, WWW, pp.21-24, 2012.

L. Bordeaux, G. Salaün, D. Berardi, and M. Mecella, When are Two Web Services Compatible?, Technologies for E- Services, pp.15-28, 2005.
DOI : 10.1007/978-3-540-31811-8_2

P. Bosc and O. Pivert, About projection-selection-join queries addressed to possibilistic relational databases, IEEE Transactions on Fuzzy Systems, vol.13, issue.1, pp.124-139, 2005.
DOI : 10.1109/TFUZZ.2004.836070

M. J. Carey, N. Onose, and M. Petropoulos, Data services, Communications of the ACM, vol.55, issue.6, pp.86-97, 2012.
DOI : 10.1145/2184319.2184340

R. Cheng, J. Gong, D. W. Cheung, and J. Cheng, Evaluating Probabilistic Queries over Uncertain Matching, 2012 IEEE 28th International Conference on Data Engineering, pp.1-5, 2012.
DOI : 10.1109/ICDE.2012.14

L. Chiticariu, P. G. Kolaitis, and L. Popa, Interactive generation of integrated schemas, Proceedings of the 2008 ACM SIGMOD international conference on Management of data , SIGMOD '08, pp.833-846, 2008.
DOI : 10.1145/1376616.1376700

S. Choenni, H. E. Blok, and E. Leertouwer, Handling Uncertainty and Ignorance in Databases: A Rule to Combine Dependent Data, DASFAA, pp.310-324, 2006.
DOI : 10.1007/11733836_23

U. Costa, M. Ferrari, M. Musicante, and S. Robert, Automatic Refinement of Service Compositions, Web Engineering, pp.400-407, 2013.
DOI : 10.1007/978-3-642-39200-9_33
URL : https://hal.archives-ouvertes.fr/hal-00861101

N. N. Dalvi, C. Re, and D. Suciu, Queries and materialized views on probabilistic databases, Journal of Computer and System Sciences, vol.77, issue.3, pp.473-490, 2011.
DOI : 10.1016/j.jcss.2010.04.006
URL : http://doi.org/10.1016/j.jcss.2010.04.006

N. N. Dalvi and D. Suciu, Efficient query evaluation on probabilistic databases, VLDB, pp.864-875, 2004.
DOI : 10.1007/s00778-006-0004-3
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.134.3328

N. N. Dalvi and D. Suciu, Efficient query evaluation on probabilistic databases

A. D. Sarma, X. Dong, and A. Halevy, Bootstrapping pay-as-you-go data integration systems, SIGMOD, pp.861-874, 2008.

R. Dechter, Bucket Elimination: A Unifying Framework for Probabilistic Inference, UAI, pp.211-219, 1996.
DOI : 10.1007/978-94-011-5014-9_4

A. Deshpande, C. Guestrin, S. R. Madden, J. M. Hellerstein, and W. Hong, Modeldriven data acquisition in sensor networks, Proceedings of the Thirtieth International Conference on Very Large Data Bases, pp.588-599

H. Do and E. Rahm, COMA ??? A system for flexible combination of schema matching approaches, VLDB, pp.610-621, 2002.
DOI : 10.1016/B978-155860869-6/50060-3

C. Domshlak, A. Gal, and H. Roitman, Rank Aggregation for Automatic Schema Matching, IEEE Transactions on Knowledge and Data Engineering, vol.19, issue.4, pp.538-553, 2007.
DOI : 10.1109/TKDE.2007.1010
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.332.6703

X. Dong, A. Y. Halevy, and C. Yu, Data integration with uncertainty, Proceedings of the 33rd International Conference on Very Large Data Bases, VLDB '07, pp.687-698, 2007.
DOI : 10.1007/s00778-008-0119-9

X. L. Dong, A. Halevy, and C. Yu, Data integration with uncertainty, The VLDB Journal, vol.29, issue.1, pp.469-500, 2009.
DOI : 10.1007/s00778-008-0119-9

O. M. Duschka and M. R. Genesereth, Query planning in infomaster, Proceedings of the 1997 ACM symposium on Applied computing , SAC '97, pp.109-111, 1997.
DOI : 10.1145/331697.331719

M. Dylla, I. Miliaraki, and M. Theobald, Top-k query processing in probabilistic databases with non-materialized views, 2013 IEEE 29th International Conference on Data Engineering (ICDE), pp.122-133, 2013.
DOI : 10.1109/ICDE.2013.6544819

W. Emmerich and N. Kaveh, Component technologies : Java beans, com, corba, rmi, ejb and the corba component model, Proceedings of the 8th European Software Engineering Conference Held Jointly with 9th ACM SIGSOFT International Symposium on Foundations of Software Engineering, ESEC/FSE-9, pp.311-312, 2001.

R. Fagin, A. Lotem, and M. Naor, Optimal aggregation algorithms for middleware, Proceedings of the twentieth ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems , PODS '01, pp.102-113, 2001.
DOI : 10.1145/375551.375567

D. Fensel, C. Bussler, Y. Ding, and B. Omelayenko, The Web Service Modeling Framework WSMF, Electronic Commerce Research and Applications, pp.113-137, 2002.
DOI : 10.1016/S1567-4223(02)00015-7

R. T. Fielding, Architectural Styles and the Design of Network-based Software Architectures, 2000.

B. Bibliographie-[-41, ]. R. Fink, D. Olteanu, and S. Rath, Providing support for full relational algebra in probabilistic databases, ICDE, pp.315-326, 2011.

N. Fuhr and T. Rölleke, A probabilistic relational algebra for the integration of information retrieval and database systems, ACM Transactions on Information Systems, vol.15, issue.1, pp.32-66, 1997.
DOI : 10.1145/239041.239045

A. Gal, Interpreting similarity measures: Bridging the gap between schema matching and data integration, 2008 IEEE 24th International Conference on Data Engineering Workshop, pp.278-285, 2008.
DOI : 10.1109/ICDEW.2008.4498332

A. Gal, A. Anaby-tavor, A. Trombetta, and D. Montesi, A framework for modeling and evaluating automatic semantic reconciliation, The VLDB Journal, vol.31, issue.1, pp.50-67, 2005.
DOI : 10.1007/s00778-003-0115-z

A. Gal, M. V. Martinez, G. I. Simari, and V. S. Subrahmanian, Aggregate Query Answering under Uncertain Schema Mappings, 2009 IEEE 25th International Conference on Data Engineering, pp.940-951, 2009.
DOI : 10.1109/ICDE.2009.55

F. Goasdoué and M. Rousset, Answering queries using views, ACM Transactions on Internet Technology, vol.4, issue.3, pp.255-288, 2004.
DOI : 10.1145/1013202.1013204

T. J. Green and V. Tannen, Models for Incomplete and Probabilistic Information, IEEE Data Eng. Bull, vol.29, issue.1, pp.17-24, 2006.
DOI : 10.1007/11896548_24

R. Gupta and S. Sarawagi, Creating probabilistic databases from information extraction models, VLDB, pp.965-976, 2006.

M. Hadley, Web application description language

A. Y. Halevy, Answering queries using views: A survey, The VLDB Journal, vol.10, issue.4, pp.270-294, 2001.
DOI : 10.1007/s007780100054

B. He and K. C. Chang, Statistical schema matching across web query interfaces, Proceedings of the 2003 ACM SIGMOD international conference on on Management of data , SIGMOD '03, pp.217-228, 2003.
DOI : 10.1145/872757.872784
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.8.557

B. He, K. C. Chang, K. C. He, J. Chang, and . Han, Automatic complex schema matching across Web query interfaces, Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp.346-395, 2004.
DOI : 10.1145/1132863.1132872

A. Heise, Integrating open government data with stratosphere for more transparency, Web Semantics: Science, Services and Agents on the World Wide Web, vol.14, pp.45-56, 2012.
DOI : 10.1016/j.websem.2012.02.002

C. Huang and A. Darwiche, Inference in belief networks: A procedural guide, International Journal of Approximate Reasoning, vol.15, issue.3, pp.225-263, 1996.
DOI : 10.1016/S0888-613X(96)00069-2

R. Jampani, F. Xu, M. Wu, L. L. Perez, C. M. Jermaine et al., MCDB, Proceedings of the 2008 ACM SIGMOD international conference on Management of data , SIGMOD '08, pp.687-700, 2008.
DOI : 10.1145/1376616.1376686

S. R. Jeffery, M. N. Garofalakis, and M. J. Franklin, Adaptive cleaning for rfid data streams, VLDB, pp.163-174, 2006.

A. Jha and D. Suciu, Probabilistic databases with MarkoViews, Proceedings of the VLDB Endowment, vol.5, issue.11, pp.1160-1171, 2012.
DOI : 10.14778/2350229.2350236

B. Kanagal and A. Deshpande, Lineage processing over correlated probabilistic databases, Proceedings of the 2010 international conference on Management of data, SIGMOD '10, pp.675-686, 2010.
DOI : 10.1145/1807167.1807241
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.207.2917

C. Kiefer and A. Bernstein, The creation and evaluation of isparql strategies for matchmaking In The Semantic Web : Research and Applications, 5th European Semantic Web Conference, Proceedings, pp.463-477, 2008.

M. Klusch, B. Fries, and K. Sycara, Automated semantic web service discovery with OWLS-MX, Proceedings of the fifth international joint conference on Autonomous agents and multiagent systems , AAMAS '06, pp.915-922, 2006.
DOI : 10.1145/1160633.1160796

M. Klusch, P. Kapahnke, and I. Zinnikus, Hybrid Adaptive Web Service Selection with SAWSDL-MX and WSDL-Analyzer, The Semantic Web : Research and Applications, BIBLIOGRAPHIE BIBLIOGRAPHIE 6th European Semantic Web Conference Proceedings, pp.550-564, 2009.
DOI : 10.1007/978-3-642-02121-3_41

M. Klusch and F. Kaufer, Wsmo-mx : A hybrid semantic web service matchmaker

J. Kopeck´ykopeck´y, K. Gomadam, and T. Vitvar, hrests : An html microformat for describing restful web services, Proceedings of theACM International Conference on Web Intelligence and Intelligent Agent Technology - WI- IAT '08, pp.619-625, 2008.

J. Kopeck´ykopeck´y, T. Vitvar, C. Bournez, and J. Farrell, SAWSDL: Semantic Annotations for WSDL and XML Schema, IEEE Internet Computing, vol.11, issue.6, pp.60-67, 2007.
DOI : 10.1109/MIC.2007.134

J. D. Lafferty, A. Mccallum, and F. C. Pereira, Conditional random fields : Probabilistic models for segmenting and labeling sequence data, ICML, pp.282-289, 2001.

A. Y. Levy and M. Rousset, Combining Horn rules and description logics in CARIN, Artificial Intelligence, vol.104, issue.1-2, pp.165-209, 1998.
DOI : 10.1016/S0004-3702(98)00048-4

J. Li and A. Deshpande, Consensus answers for queries over probabilistic databases, Proceedings of the twenty-eighth ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems, PODS '09, pp.259-268, 2009.
DOI : 10.1145/1559795.1559835

Q. A. Liang and H. Lam, Web Service Matching by Ontology Instance Categorization, 2008 IEEE International Conference on Services Computing, pp.202-209, 2008.
DOI : 10.1109/SCC.2008.133

J. Lu, Y. Yu, and J. Mylopoulos, A lightweight approach to semantic web service synthesis, Web Information Retrieval and Integration, 2005. WIRI '05. Proceedings . International Workshop on Challenges in, pp.240-247, 2005.

A. L. Machado and J. M. Oliveira, Digo :an opendata architecture for e-government

M. Magnani and D. Montesi, Preference-Based Uncertain Data Integration, Proceedings of the 16th International Conference on Knowledge Engineering : Practice and Patterns, EKAW '08, pp.136-145, 2008.
DOI : 10.1007/978-3-540-87696-0_14

M. Magnani, N. Rizopoulos, P. Mcbrien, and D. Montesi, Schema Integration Based on Uncertain Semantic Mappings, Conceptual Modeling -ER 2005, 24th International Conference on Conceptual Modeling Proceedings, pp.31-46, 2005.
DOI : 10.1007/11568322_3

A. Malki, M. Barhamgi, S. M. Benslimane, D. Benslimane, and M. Malki, Composing Data Services with Uncertain Semantics, IEEE Transactions on Knowledge and Data Engineering, vol.27, issue.4
DOI : 10.1109/TKDE.2014.2359661
URL : https://hal.archives-ouvertes.fr/hal-01205149

A. Malki, D. Benslimane, S. M. Benslimane, M. Barhamgi, M. Malki et al., Data Services with uncertain and correlated semantics, World Wide Web, vol.55, issue.11
DOI : 10.1007/s11280-014-0317-x
URL : https://hal.archives-ouvertes.fr/hal-01208088

A. Malki and S. M. Benslimane, Building semantic mashup, ICWIT, pp.40-49, 2012.
URL : https://hal.archives-ouvertes.fr/hal-01339306

A. Malki and S. M. Benslimane, Semantic Cloud:, International Journal of Information Technology and Web Engineering, vol.8, issue.4, pp.20-35, 2013.
DOI : 10.4018/ijitwe.2013100102
URL : https://hal.archives-ouvertes.fr/hal-01339306

R. Mateescu and R. Dechter, And/or cutset conditioning, IJCAI'05, pp.230-235, 2005.

S. A. Mcilraith and T. C. Son, Adapting golog for composition of semantic web services, Proceedings of the Eights International Conference on Principles and Knowledge Representation and Reasoning (KR-02), pp.482-496, 2002.

G. Meditskos and N. Bassiliades, A combinatory framework of Web 2.0 mashup tools, OWL-S and UDDI, Expert Systems with Applications, vol.38, issue.6, pp.6657-6668, 2011.
DOI : 10.1016/j.eswa.2010.11.072

B. Medjahed, A. Bouguettaya, and A. K. Elmagarmid, Composing Web services on the Semantic Web, The VLDB Journal The International Journal on Very Large Data Bases, vol.12, issue.4, pp.333-351, 2003.
DOI : 10.1007/s00778-003-0101-5

A. Mesmoudi, M. Mrissa, and M. Hacid, Combining Configuration and Query Rewriting for Web Service Composition, 2011 IEEE International Conference on Web Services, pp.113-120, 2011.
DOI : 10.1109/ICWS.2011.26
URL : https://hal.archives-ouvertes.fr/hal-01354437

S. Narayanan and S. A. Mcilraith, Simulation, verification and automated composition of web services, Proceedings of the eleventh international conference on World Wide Web , WWW '02, pp.77-88, 2002.
DOI : 10.1145/511446.511457

B. Bibliographie-[-84, ]. F. Niu, C. Ré, A. Doan, and J. Shavlik, Tuffy : Scaling up statistical inference in markov logic networks using an rdbms, Proc. VLDB Endow, pp.373-384, 2011.

H. Nottelmann, H. Nottelmann, and U. Straccia, sPLMap: A Probabilistic Approach to Schema Matching, 27 th European Conference on Information Retrieval (ECIR'05, pp.81-95, 2005.
DOI : 10.1007/978-3-540-31865-1_7

H. Nottelmann and U. Straccia, Information retrieval and machine learning for probabilistic schema matching, Information Processing & Management, vol.43, issue.3, pp.552-576, 2007.
DOI : 10.1016/j.ipm.2006.10.014

D. Olteanu, J. Huang, and C. Koch, Approximate confidence computation in probabilistic databases, 2010 IEEE 26th International Conference on Data Engineering (ICDE 2010), pp.145-156, 2010.
DOI : 10.1109/ICDE.2010.5447826

D. Olteanu, C. Koch, and L. Antova, World-set decompositions: Expressiveness and efficient algorithms, Theoretical Computer Science, vol.403, issue.2-3, pp.265-284, 2008.
DOI : 10.1016/j.tcs.2008.05.004
URL : http://doi.org/10.1016/j.tcs.2008.05.004

J. O. Sullivan, D. Edmond, and A. T. Hofstede, What's in a service ? Distrib. Parallel Databases, pp.117-133, 2002.

C. Ouyang, E. Verbeek, W. M. Van-der-aalst, S. Breutel, M. Dumas et al., Formal semantics and analysis of control flow in WS-BPEL, Science of Computer Programming, vol.67, issue.2-3, pp.162-198, 2007.
DOI : 10.1016/j.scico.2007.03.002

M. P. Papazoglou, Service-oriented computing: concepts, characteristics and directions, Proceedings of the 7th International Conference on Properties and Applications of Dielectric Materials (Cat. No.03CH37417), 2003.
DOI : 10.1109/WISE.2003.1254461
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.323.9432

C. Pautasso, O. Zimmermann, and F. Leymann, Restful web services vs. "big"' web services, Proceeding of the 17th international conference on World Wide Web , WWW '08, pp.805-814, 2008.
DOI : 10.1145/1367497.1367606

J. Pearl, Probabilistic Reasoning in Intelligent Systems : Networks of Plausible Inference, 1988.

S. R. Ponnekanti, A. Fox95-]-r, A. Pottinger, and . Halevy, SWORD : A Developer Toolkit for Web Service Composition Minicon : A scalable algorithm for answering queries using views, World Wide Web Conference Series, pp.182-198, 2001.

B. Qin and Y. Xia, Generating efficient safe query plans for probabilistic databases, Data & Knowledge Engineering, vol.67, issue.3, pp.485-503, 2008.
DOI : 10.1016/j.datak.2008.08.002

C. Re, N. N. Dalvi, and D. Suciu, Efficient Top-k Query Evaluation on Probabilistic Data, 2007 IEEE 23rd International Conference on Data Engineering, pp.886-895, 2007.
DOI : 10.1109/ICDE.2007.367934

C. Ré, J. Letchner, M. Balazinska, and D. Suciu, Event queries on correlated probabilistic streams, SIGMOD Conference, pp.715-728, 2008.

C. Ré and D. Suciu, Materialized views in probabilistic databases : For information exchange and query optimization, Proceedings of the 33rd International Conference on Very Large Data Bases, VLDB '07, pp.51-62, 2007.

D. Roman, U. Keller, H. Lausen, J. De-bruijn, R. Lara et al., Web service modeling ontology, Appl. Ontol, vol.1, issue.1, pp.77-106, 2005.

M. Sabesan and T. Risch, Adaptive Parallelization of Queries over Dependent Web Service Calls, 2009 IEEE 25th International Conference on Data Engineering, pp.1725-1732, 2009.
DOI : 10.1109/ICDE.2009.148

L. ´. Sabucedo, L. E. Anido-rifón, R. M. Pérez, and J. M. Santos-gago, Providing standard-oriented data models and interfaces to egovernment services : A semanticdriven approach, Computer Standards & Interfaces, issue.5, pp.311014-1027, 2009.

J. Sangers, F. Frasincar, F. Hogenboom, and V. Chepegin, Semantic Web service discovery using natural language processing techniques, Expert Systems with Applications, vol.40, issue.11, pp.4660-4671, 2013.
DOI : 10.1016/j.eswa.2013.02.011

A. D. Sarma, O. Benjelloun, A. Halevy, and J. Widom, Working Models for Uncertain Data, 22nd International Conference on Data Engineering (ICDE'06), p.7, 2006.
DOI : 10.1109/ICDE.2006.174

A. D. Sarma, X. L. Dong, and A. Y. Halevy, Uncertainty in Data Integration and Dataspace Support Platforms, Schema Matching and Mapping, pp.75-108, 2011.
DOI : 10.1007/978-3-642-16518-4_4

A. Segev and Q. Z. Sheng, Bootstrapping Ontologies for Web Services, IEEE Transactions on Services Computing, vol.5, issue.1, pp.33-44, 2012.
DOI : 10.1109/TSC.2010.51

P. Sen and A. Deshpande, Representing and Querying Correlated Tuples in Probabilistic Databases, 2007 IEEE 23rd International Conference on Data Engineering, pp.596-605, 2007.
DOI : 10.1109/ICDE.2007.367905

P. Sen, A. Deshpande, and L. Getoor, PrDB: managing and exploiting rich correlations in probabilistic databases, The VLDB Journal, vol.5, issue.1, pp.1065-1090, 2009.
DOI : 10.1007/s00778-009-0153-2

A. Sheth, K. Gomadam, and J. Lathem, SA-REST: Semantically Interoperable and Easier-to-Use Services and Mashups, IEEE Internet Computing, vol.11, issue.6, pp.91-94, 2007.
DOI : 10.1109/MIC.2007.133
URL : http://corescholar.libraries.wright.edu/cgi/viewcontent.cgi?article=2107&context=knoesis

A. P. Sheth and A. Ranabahu, Semantic modeling for cloud computing

A. P. Sheth and A. Ranabahu, Semantic modeling for cloud computing

U. Srivastava, K. Munagala, J. Widom, and R. Motwani, Query optimization over web services, VLDB, pp.355-366, 2006.

M. Stal, Web services: beyond component-based computing, Communications of the ACM, vol.45, issue.10, pp.71-76, 2002.
DOI : 10.1145/570907.570934

D. Suciu, D. Olteanu, C. Ré, and C. Koch, Probabilistic Databases. Synthesis Lectures on Data Management, 2011.

]. C. Szyperski, Component Software : Beyond Object-Oriented Programming

D. A. Taylor, Object Technology (2Nd Ed.) : A Manager's Guide, 1998.

S. Thakkar, J. L. Ambite, and C. A. Knoblock, A data integration approach to automatically composing and optimizing web services, Proceedings of the ICAPS Workshop on Planning and Scheduling for Web and Grid Services, 2004.

T. T. Tran, C. A. Sutton, R. Cocci, Y. Nie, Y. Diao et al., Probabilistic Inference over RFID Streams in Mobile Environments, 2009 IEEE 25th International Conference on Data Engineering, pp.1096-1107, 2009.
DOI : 10.1109/ICDE.2009.33

J. D. Ullman, Principles of Database and Knowledge-base Systems, 1988.

R. Vaculín, H. Chen, K. Sycara, D. M. Yale, and D. Mcdermott, Modeling and discovery of data providing services [121] W3C. W3c working group note Estimated-regression planning for interactions with web services, ICWS, pp.54-61, 2002.

W. Zhang, X. Lin, J. Pei, and Y. Zhang, Managing Uncertain Data: Probabilistic Approaches, 2008 The Ninth International Conference on Web-Age Information Management, pp.405-412, 2008.
DOI : 10.1109/WAIM.2008.42
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.141.2018

W. Zhao, C. Liu, and J. Chen, Automatic composition of information-providing web services based on query rewriting, Science China Information Sciences, vol.368, issue.11, pp.2428-2444, 2012.
DOI : 10.1007/s11432-011-4341-5

L. Zhou, H. Chen, Y. Zhang, and C. Zhou, A semantic mapping system for bridging the gap between relational database and semantic web, AAAI Spring Symposium : Semantic Scientific Knowledge Integration, p.122, 2008.