K. Benouaret, D. Sacharidis, D. Benslimane, and A. Hadjali, Majority-Rule-Based Web Service Selection, the 13th International Conference on Web Information System Engineering, 2012.
DOI : 10.1007/978-3-642-35063-4_54

URL : https://hal.archives-ouvertes.fr/hal-01353056

K. Benouaret, D. Benslimane, and A. Hadjali, WS-Sky: An Efficient and Flexible Framework for QoS-Aware Web Service Selection, 2012 IEEE Ninth International Conference on Services Computing, 2012.
DOI : 10.1109/SCC.2012.83

URL : https://hal.archives-ouvertes.fr/hal-01353054

K. Benouaret, D. Benslimane, and A. Hadjali, Selecting Skyline Web Services from Uncertain QoS, 2012 IEEE Ninth International Conference on Services Computing, 2012.
DOI : 10.1109/SCC.2012.84

URL : https://hal.archives-ouvertes.fr/hal-01353055

K. Benouaret, D. Benslimane, and A. Hadjali, Selecting Skyline Web Data Services for Multiple Users Preferences, the 19th International Conference on Web Services (IEEE ICWS 2012) ? Short Paper
URL : https://hal.archives-ouvertes.fr/hal-01353053

S. Amdouni, M. Barhamgi, D. Benslimane, A. Hadjali, and K. Benouaret, Rim Faiz. A User Centric-System for Answering Fuzzy Preference Queries Over Data Web Services, the 12th International Conference on Web Engineering (ICWE 2012) ? Demo Paper

K. Idir-amine-amarouche, D. Benouaret, Z. Benslimane, M. Alimazighi, and . Mrissa, Context-Driven and Service Oriented Semantic Mediation in DaaS Composition, the 4th International Conference on Networked Digital Technologies, 2012.

K. Benouaret, D. Benslimane, and A. Hadjali, A fuzzy framework for selecting top-k web service compositions, ACM SIGAPP Applied Computing Review, vol.11, issue.3, 2011.
DOI : 10.1145/2034594.2034597

URL : https://hal.archives-ouvertes.fr/hal-01354514

A. Appendix, Academic Achievements

K. Benouaret, Ranking Web Service Compositions in the Context of User Preferences, the 37th International Conference on Very Large Databases (VLDB 2011) ? PhD Workshop

. Fudocs, A Web Service Composition System Based on Fuzzy Dominance for Preference Query Answering, the 37th International Conference on Very Large Databases (VLDB 2011) Demo Paper

K. Benouaret, D. Benslimane, A. Hadjali, and M. Barhamgi, Top-k Web Service Compositions Using Fuzzy Dominance Relationship, 2011 IEEE International Conference on Services Computing, 2011.
DOI : 10.1109/SCC.2011.86

URL : https://hal.archives-ouvertes.fr/hal-00670706

K. Benouaret, D. Benslimane, and A. Hadjali, On the Use of Fuzzy Dominance for Computing Service Skyline Based on QoS, 2011 IEEE International Conference on Web Services, 2011.
DOI : 10.1109/ICWS.2011.93

URL : https://hal.archives-ouvertes.fr/hal-01354419

K. Benouaret, D. Benslimane, and A. Hadjali, Top-k service compositions, Proceedings of the 2011 ACM Symposium on Applied Computing, SAC '11
DOI : 10.1145/1982185.1982412

URL : https://hal.archives-ouvertes.fr/hal-00670706

[. Bibliography, S. Agarwal, and . Lamparter, User preference based automated selection of web service compositions, ICSOC Workshop on Dynamic Web Processes, pp.1-12, 2005.

E. Al-masri and Q. H. Mahmoud, Investigating web services on the world wide web, Proceeding of the 17th international conference on World Wide Web , WWW '08, pp.795-804, 2008.
DOI : 10.1145/1367497.1367605

D. Ardagna and B. Pernici, Adaptive Service Composition in Flexible Processes, IEEE Transactions on Software Engineering, vol.33, issue.6, 2007.
DOI : 10.1109/TSE.2007.1011

[. Alrifai, D. Skoutas, and T. Risse, Selecting skyline services for QoS-based web service composition, Proceedings of the 19th international conference on World wide web, WWW '10, pp.11-20, 2010.
DOI : 10.1145/1772690.1772693

URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.1027.729

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

[. Bordogna, P. Bosc, and G. Pasi, Fuzzy inclusion in database and information retrieval query interpretation, Proceedings of the 1996 ACM symposium on Applied Computing , SAC '96, pp.547-551, 1996.
DOI : 10.1145/331119.331451

[. Bartolini, P. Ciaccia, and M. Patella, Efficient sort-based skyline evaluation, ACM Transactions on Database Systems, vol.33, issue.4, 2008.
DOI : 10.1145/1412331.1412343

[. Balke, U. Güntzer, and J. X. Zheng, Efficient Distributed Skylining for Web Information Systems, EDBT, pp.256-273, 2004.
DOI : 10.1007/978-3-540-24741-8_16

URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.69.4316

[. Bibliography, A. Bosc, O. Hadjali, and . Pivert, On possibilistic skyline queries, FQAS, pp.412-423, 2011.

[. Börzsönyi, D. Kossmann, and K. Stocker, The Skyline operator, Proceedings 17th International Conference on Data Engineering, pp.421-430, 2001.
DOI : 10.1109/ICDE.2001.914855

F. Curbera, M. J. Duftler, R. Khalaf, W. Nagy, N. Mukhi et al., Unraveling the Web services web: an introduction to SOAP, WSDL, and UDDI, IEEE Internet Computing, vol.6, issue.2, pp.86-93, 2002.
DOI : 10.1109/4236.991449

J. Chomicki, Preference formulas in relational queries, ACM Transactions on Database Systems, vol.28, issue.4
DOI : 10.1145/958942.958946

H. V. Cjt-+-06a-]-chee-yong-chan, K. Jagadish, A. K. Tan, Z. Tung, and . Zhang, Finding k-dominant skylines in high dimensional space, SIGMOD Conference, pp.503-514, 2006.

H. V. Cjt-+-06b-]-chee-yong-chan, K. Jagadish, A. K. Tan, Z. Tung, and . Zhang, On high dimensional skylines, EDBT, pp.478-495, 2006.

H. Cui, Q. Lu, L. Xu, Y. Chen, Y. Dai et al., Parallel Distributed Processing of Constrained Skyline Queries by Filtering, 2008 IEEE 24th International Conference on Data Engineering, pp.546-555, 2008.
DOI : 10.1109/ICDE.2008.4497463

O. Richard, P. E. Duda, and . Hart, Pattern Classification and Scene Analysis, 1973.

A. Y. Dong, J. Halevy, E. Madhavan, J. Nemes, and . Zhang, Simlarity search for web services, VLDB, pp.372-383, 2004.

H. [. Dubois and . Prade, Possibility theory, 1988.
URL : https://hal.archives-ouvertes.fr/hal-01136336

[. Dubois and H. Prade, Using fuzzy sets in database systems: Why and how? In FQAS, pp.89-103, 1996.

M. Drosou and E. Pitoura, Search result diversification, ACM SIGMOD Record, vol.39, issue.1, pp.41-47, 2010.
DOI : 10.1145/1860702.1860709

URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.173.1887

A. Deutsch, L. Sui, and V. Vianu, Specification and verification of data-driven web services, Proceedings of the twenty-third ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems , PODS '04, pp.71-82, 2004.
DOI : 10.1145/1055558.1055571

A. Elfatatry and P. J. Layzell, Negotiating in service-oriented environments, Communications of the ACM, vol.47, issue.8, pp.47103-108, 2004.
DOI : 10.1145/1012037.1012044

W. Emmerich, Engineering Distributed Objects, 2000.
DOI : 10.1007/3-540-45254-0

P. Godfrey, R. Shipley, and J. Gryz, Maximal vector computation in large data sets, VLDB, pp.229-240, 2005.

P. Godfrey, R. Shipley, and J. Gryz, Maximal vector computation in large data sets, VLDB, pp.229-240, 2005.

P. Godfrey, R. Shipley, and J. Gryz, Algorithms and analyses for maximal vector computation, The VLDB Journal, vol.30, issue.1, pp.5-28, 2007.
DOI : 10.1007/s00778-006-0029-7

URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.73.6344

A. Guttman, R-trees: A dynamic index structure for spatial searching, SIGMOD Conference, pp.47-57, 1984.

[. Huang, C. S. Jensen, H. Lu, and B. C. Ooi, Skyline queries against mobile lightweight devices in manets, ICDE, p.66, 2006.

A. Hadjali, S. Kaci, and H. Prade, Database preferences queries -a possibilistic logic approach with symbolic priorities, FoIKS, pp.291-310, 2008.
URL : https://hal.archives-ouvertes.fr/hal-00800744

A. Hadjali, S. Kaci, and H. Prade, Database preference queries -a possibilistic logic approach with symbolic priorities
URL : https://hal.archives-ouvertes.fr/lirmm-00680458

[. He, J. Yan, H. Jin, and Y. Yang, ServiceTrust: Supporting Reputation-Oriented Service Selection, ICSOC/ServiceWave, pp.269-284, 2009.
DOI : 10.1007/978-3-642-10383-4_18

F. [. Kung, F. P. Luccio, and . Preparata, On Finding the Maxima of a Set of Vectors, Journal of the ACM, vol.22, issue.4, pp.469-476, 1975.
DOI : 10.1145/321906.321910

D. Kossmann, F. Ramsak, and S. Rost, Shooting Stars in the Sky, VLDB, pp.275-286, 2002.
DOI : 10.1016/B978-155860869-6/50032-9

[. Langdon, IT systems perspective - The state of web services, Computer, vol.36, issue.7, pp.93-94, 2003.
DOI : 10.1109/MC.2003.1212695

S. Lamparter, A. Ankolekar, R. Studer, and S. Grimm, Preference-based selection of highly configurable web services, Proceedings of the 16th international conference on World Wide Web , WWW '07
DOI : 10.1145/1242572.1242709

C. K. Ken and . Lee, Efficient evaluation of location-dependent skyline queries using non-dominance scopes, 2011.

L. Li and I. Horrocks, A software framework for matchmaking based on semantic web technology, Proceedings of the twelfth international conference on World Wide Web , WWW '03, 2003.
DOI : 10.1145/775152.775199

[. Liu, A. H. Ngu, and L. Zeng, Qos computation and policing in dynamic web service selection Bskytree: scalable skyline computation using a balanced pivot selection, WWW (Alternate Track [LwH10] Jongwuk Lee and Seung won Hwang EDBT, pp.195-206, 2010.

[. Lin, J. Xu, and H. Hu, Authentication of location-based skyline queries, Proceedings of the 20th ACM international conference on Information and knowledge management, CIKM '11, pp.1583-1588, 2011.
DOI : 10.1145/2063576.2063805

X. Lin, Y. Yuan, W. Wang, and H. Lu, Stabbing the sky: Efficient skyline computation over sliding windows, ICDE, pp.502-513, 2005.

[. Lin, Y. Yuan, Q. Zhang, and Y. Zhang, Selecting Stars: The k Most Representative Skyline Operator, 2007 IEEE 23rd International Conference on Data Engineering, pp.86-95, 2007.
DOI : 10.1109/ICDE.2007.367854

C. K. Ken, B. Lee, H. Zheng, W. Li, and . Lee, Approaching the skyline in z order, VLDB, pp.279-290, 2007.

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

URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.133.7209

M. +. , ]. D. Martin, M. Burstein, D. Mcdermott, S. Mcilraith et al., Bringing semantics to web services with owl-s. World Wide Web, pp.243-277, 2007.
DOI : 10.1007/s11280-007-0033-x

URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.455.2286

]. D. Mcl74 and . Mclain, Drawing contours from arbitrary data points

D. Mcsherry, Diversity-Conscious Retrieval, ECCBR, pp.219-233, 2002.
DOI : 10.1007/3-540-46119-1_17

M. D. Morse, J. M. Patel, and H. V. Jagadish, Efficient skyline computation over low-cardinality domains, VLDB, pp.267-278, 2007.

[. Palmonari, M. Comerio, and F. Paoli, Effective and Flexible NFP-Based Ranking of Web Services, ICSOC/ServiceWave, pp.546-560, 2009.
DOI : 10.1007/978-3-642-10383-4_40

P. Mike, D. Papazoglou, and . Georgakopoulos, Service-oriented computing, Commun. ACM, vol.46, issue.10, 2003.

J. Pei, B. Jiang, X. Lin, and Y. Yuan, Probabilistic skylines on uncertain data, VLDB, pp.15-26, 2007.

[. Paolucci, T. Kawamura, T. R. Payne, and K. P. Sycara, Semantic Matching of Web Services Capabilities, International Semantic Web Conference, pp.333-347, 2002.
DOI : 10.1007/3-540-48005-6_26

P. Franco, M. I. Preparata, and . Shamos, Computational Geometry -An Introduction, 1985.

[. Papadias, Y. Tao, G. Fu, and B. Seeger, An optimal and progressive algorithm for skyline queries, Proceedings of the 2003 ACM SIGMOD international conference on on Management of data , SIGMOD '03, pp.467-478, 2003.
DOI : 10.1145/872757.872814

URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.329.3496

[. Papadias, Y. Tao, G. Fu, and B. Seeger, Progressive skyline computation in database systems, ACM Transactions on Database Systems, vol.30, issue.1, pp.41-82, 2005.
DOI : 10.1145/1061318.1061320

URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.76.1745

P. Mike, W. Papazoglou, and . Van, Service oriented architectures: approaches, technologies and research issues, VLDB J, vol.16, issue.3, 2007.

[. Qiao, J. Gu, X. Lin, and J. Chen, Privacypreserving skyline queries in lbs, MVHI, pp.499-504, 2010.

[. Skoutas, M. Alrifai, and W. Nejdl, Re-ranking web service search results under diverse user preferences, VLDB, Workshop on Personalized Access, Profile Management, and Context Awareness in Databases, pp.898-909, 2010.

[. Shen, Z. Chen, and X. Deng, Location-Based Skyline Queries in Wireless Sensor Networks, 2009 International Conference on Networks Security, Wireless Communications and Trusted Computing, pp.391-395, 2009.
DOI : 10.1109/NSWCTC.2009.314

[. Sarkas, G. Das, N. Koudas, and A. K. Tung, Categorical skylines for streaming data, Proceedings of the 2008 ACM SIGMOD international conference on Management of data , SIGMOD '08, pp.239-250, 2008.
DOI : 10.1145/1376616.1376643

URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.144.7939

P. Munindar and . Singh, Being interactive: Physics of service composition

[. Stefanidis, G. Koutrika, and E. Pitoura, A survey on representation, composition and application of preferences in database systems, ACM Transactions on Database Systems, vol.36, issue.3, pp.13-14, 2011.
DOI : 10.1145/2000824.2000829

D. Skoutas, D. Sacharidis, A. Simitsis, V. Kantere, and T. K. Sellis, Top-dominant web services under multi-criteria matching, EDBT, pp.898-909, 2009.
DOI : 10.1145/1516360.1516463

URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.172.511

[. Skoutas, D. Sacharidis, A. Simitsis, and T. K. Sellis, Ranking and Clustering Web Services Using Multicriteria Dominance Relationships, IEEE T. Services Computing, pp.163-177, 2010.
DOI : 10.1109/TSC.2010.14

Y. Tao, L. Ding, X. Lin, and J. Pei, Distance-Based Representative Skyline, 2009 IEEE 25th International Conference on Data Engineering, pp.892-903, 2009.
DOI : 10.1109/ICDE.2009.84

[. Tan, P. Eng, and B. C. Ooi, Efficient progressive skyline computation, VLDB, pp.301-310, 2001.

Y. Tao and D. Papadias, Maintaining sliding window skylines on data streams, IEEE Trans. Knowl. Data Eng, vol.18, issue.2, 2006.

A. Vlachou and C. Doulkeridis, Yannis Kotidis, and Michalis Vazirgiannis Skypeer: Efficient subspace skyline computation over distributed data, ICDE, pp.416-425, 2007.
DOI : 10.1109/icde.2007.367887

URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.489.2762

J. Steven and . Vaughan-nichols, Web services: Beyond the hype, IEEE Computer, vol.35, issue.2, pp.18-21, 2002.

A. Wu, R. Iyengar, I. Subramanian, I. Rouvellou, T. A. Silva-lepe et al., Combining Quality of Service and Social Information for Ranking Services, ICSOC/ServiceWave, pp.561-575, 2009.
DOI : 10.1007/978-3-642-10383-4_41

[. Wang, B. C. Ooi, A. K. Tung, and L. Xu, Efficient Skyline Query Processing on Peer-to-Peer Networks, 2007 IEEE 23rd International Conference on Data Engineering, pp.1126-1135, 2007.
DOI : 10.1109/ICDE.2007.368971

URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.66.7501

S. Wang, X. Shao, C. Zhou, A. Wan, and . Bouguettaya, Web Service Selection with Incomplete or Inconsistent User Preferences, ICSOC/ServiceWave, pp.83-98, 2009.
DOI : 10.1007/978-3-642-10383-4_6

[. Wang, T. Vitvar, M. Kerrigan, and I. Toma, A QoS-Aware Selection Model for Semantic Web Services, ICSOC, pp.390-401, 2006.
DOI : 10.1007/11948148_32

H. Wang, J. Xu, and P. Li, Incomplete preferencedriven web service selection, IEEE SCC (1), pp.75-82, 2008.
DOI : 10.1109/scc.2008.49

W. Wu, C. Zhang, Y. Feng, B. Y. Zhao, D. Agrawal et al., Parallelizing Skyline Queries for Scalable Distribution, EDBT, pp.112-130, 2006.
DOI : 10.1007/11687238_10

[. Xia, D. Zhang, and Y. Tao, On Skylining with Flexible Dominance Relation, 2008 IEEE 24th International Conference on Data Engineering, pp.1397-1399, 2008.
DOI : 10.1109/ICDE.2008.4497568

R. R. Yager, An approach to inference in approximate reasoning, International Journal of Man-Machine Studies, vol.13, issue.3, pp.323-338, 1980.
DOI : 10.1016/S0020-7373(80)80046-0

Q. Yu and A. Bouguettaya, Computing Service Skyline from Uncertain QoWS, IEEE T. Services Computing, pp.16-29, 2010.
DOI : 10.1109/TSC.2010.7

URL : http://hdl.handle.net/1885/55906

Q. Yu and A. Bouguettaya, Computing Service Skylines over Sets of Services, 2010 IEEE International Conference on Web Services, pp.481-488, 2010.
DOI : 10.1109/ICWS.2010.48

Q. Yu and A. Bouguettaya, Multi-attribute optimization in service selection. World Wide Web, pp.1-31, 2012.
DOI : 10.1007/s11280-011-0121-9

Q. Yu and X. Liu, Athman Bouguettaya, and Brahim Medjahed. Deploying and managing web services: issues, solutions, and directions

X. Yuan, Q. Lin, W. Liu, J. X. Wang, Q. Yu et al., Efficient computation of the skyline cube, VLDB, pp.241-252, 2005.

[. Yu, Y. Zhang, and K. Lin, Efficient algorithms for Web services selection with end-to-end QoS constraints, ACM Transactions on the Web, vol.1, issue.1, 2007.
DOI : 10.1145/1232722.1232728

A. Lotfi and . Zadeh, Fuzzy sets. Information and Control, pp.338-353, 1965.

]. L. Zad78 and . Zadeh, Fuzzy sets as a basis for theory of possibility. Fuzzy Sets and Systems, pp.3-28, 1978.

B. Zeng, M. Benatallah, J. Dumas, Q. Z. Kalagnanam, and . Sheng, Quality driven web services composition, Proceedings of the twelfth international conference on World Wide Web , WWW '03, 2003.
DOI : 10.1145/775152.775211

URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.119.2363

B. Zeng, A. H. Benatallah, M. Ngu, J. Dumas, H. Kalagnanam et al., Qos-aware middleware for web services composition, IEEE Trans. Software Eng, vol.30, issue.5, 2004.

[. Zhu, C. Li, and H. Chen, Efficient Computation of Reverse Skyline on Data Stream, 2009 International Joint Conference on Computational Sciences and Optimization, pp.735-739, 2009.
DOI : 10.1109/CSO.2009.74

X. Zhang, Y. Lin, W. Zhang, J. Wang, and Y. Xu, Probabilistic skyline operator over sliding windows, ICDE, pp.1060-1071, 2009.
DOI : 10.1109/icde.2009.83

URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.157.6736

S. Zhang, N. Mamoulis, and D. W. Cheung, Scalable skyline computation using object-based space partitioning, Proceedings of the 35th SIGMOD international conference on Management of data, SIGMOD '09, pp.483-494, 2009.
DOI : 10.1145/1559845.1559897

URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.149.5731

C. Ziegler, S. M. Mcnee, J. A. Konstan, and G. Lausen, Improving recommendation lists through topic diversification, Proceedings of the 14th international conference on World Wide Web , WWW '05
DOI : 10.1145/1060745.1060754

URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.144.835