P. Dell-'acqua, M. Pereira, L. Vitoria, and A. , User Preference Information in Query Answering, Proceedings of the 5th International Conference on Flexible Query Answering Systems, pp.163-173, 2002.

A. Al-hezmi, Y. Rebahi, T. Magedanz, and S. Arbanowski, Towards an Interactive IPTV for Mobile Subscribers, International Conference on Digital Telecommunications (ICDT'06), pp.45-45, 2006.
DOI : 10.1109/ICDT.2006.74

R. Agrawal and R. Srikant, Fast algorithms for mining association rules, Proceedings of the International Conference on Very Large DataBases (VLDB), pp.487-499, 1994.

G. Amato and U. Straccia, User Profile Modeling and Applications to Digital Libraries, Proceedings of the Third European Conference on Research and Advanced Technology for Digital Libraries, pp.184-197, 1999.
DOI : 10.1007/3-540-48155-9_13
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.35.2382

C. Aggarwal and P. Yu, An Automated System for Web Portal Personalization, Proceedings Of 28Th International Conference On Very Large Data Bases (Vldb'02) Hong Kong China, pp.1031-1040, 2002.
DOI : 10.1016/B978-155860869-6/50103-7
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.13.4526

E. Bengoetxea, Inexact Graph Matching Using Estimation of Distribution Algorithms, 2002.

T. Berners-lee, J. Hendler, and O. Lassila, The Semantic Web, Scientific American, vol.284, issue.5, 2001.
DOI : 10.1038/scientificamerican0501-34

J. S. Breese, D. Heckerman, and C. Kadie, Empirical analysis of predictive algorithms for collaborative filtering, 1998.

M. Bouzeghoub and D. Kostadinov, Personnalisation de l'information: aperçu de l'état de l'art et définition d'un modèle flexible de profils, Dans les actes de la seconde édition de la Conférence en Recherche d, Infomations et Applications (CORIA), pp.201-218, 2005.

S. Borzsonyi, D. Kossmann, and K. Stocker, The Skyline operator, Proceedings 17th International Conference on Data Engineering, pp.421-430, 1998.
DOI : 10.1109/ICDE.2001.914855

P. Bosc and O. Pivert, SQLf: a relational database language for fuzzy querying, IEEE Transactions on Fuzzy Systems, vol.3, issue.1, pp.1-17, 1995.
DOI : 10.1109/91.366566

L. Bright and L. Raschid, Using Latency-Recency Profiles for Data Delivery on the Web, Proceedings of the 28th Conference on Very Large Data Bases, pp.550-561, 2002.
DOI : 10.1016/B978-155860869-6/50055-X

K. Bradley, R. Rafter, and B. Smyth, Case-Based User Profiling for Content Personalisation, Proceedings of the International Conference on Adaptive Hypermedia and Adaptive Web-based Systems, pp.62-72, 2000.
DOI : 10.1007/3-540-44595-1_7
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.32.9551

H. Bunke, On a relation between graph edit distance and maximum common subgraph, Pattern Recognition Letters, vol.18, issue.8, pp.689-694, 1997.
DOI : 10.1016/S0167-8655(97)00060-3

L. Cranor, B. Dobbs, S. Egelman, G. Hogben, J. Humphrey et al., The Platform for Privacy Preferences 1.1 (P3P1.1) Specification, W3C Working Draft, 2005.

M. Cherniack, . Galvez-ed, M. Franklin, and Z. St, Profile-driven cache management, Proceedings 19th International Conference on Data Engineering (Cat. No.03CH37405), pp.645-656, 2003.
DOI : 10.1109/ICDE.2003.1260828
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.15.6774

]. Cha00 and . P. Chan, Constructing Web User Profiles: A Non-invasive Learning Approach, In Web Usage Analysis and User Profiling, LNAI 1836, pp.39-55, 2000.

J. Chomicki, Querying with Intrinsic Preferences, Proceeding of the 8th International Conference on Extending Database Technology (EDBT), pp.34-51, 2002.
DOI : 10.1007/3-540-45876-X_5

D. Calvanese, D. Lembo, and M. Lenerini, Survey on methods for query rewriting and query answering using views, 2001.

L. Cranor, M. Langheinrich, and M. Marchiori, A P3P Preference Exchange Language 1.0., W3C Working Draft, 2002.

S. Ciro and V. Newton, Use Reformulated Profile in Information Filtering, Proceedings of the AAAI Workshop on Semantic Web Personalization, 2004.

Y. Chen and C. Shahabi, Automatically Improving the Accuracy of User Profiles with Genetic Algorithm, Proceeding of the IASTED International Conference on Artificial Intelligence and Soft Computing, 2001.

R. Torlone and P. Ciaccia, Which Are My Prefered Items?, Workshop on Recommendation and Personalization in eCommerce, 2002.

J. A. Van-dijk, W. E. Ebbers, B. M. Fennis, T. M. Van-der-geest, N. R. Loorbach et al., Alter Ego: State of the art on user profiling, 2005.

]. K. Dem02 and L. Dempski, Real Time Television Content Platform: Personalized Programming Over Existing Broadcast Infrastructures The Second Workshop on Personalization in Future TV, Second International Conference on Adaptive Hypermedia and Adaptive Web-based System USA, 2002.

O. Duschka and M. Genesereth, Answering recursive queries using views, Proceedings of the sixteenth ACM SIGACT-SIGMOD-SIGART symposium on Principles of database systems , PODS '97, pp.109-116, 1997.
DOI : 10.1145/263661.263674
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.57.1452

S. Dumais, T. Joachims, K. Bharat, and A. Weigend, SIGIR 2003 workshop report, ACM SIGIR Forum, vol.37, issue.2, pp.50-54, 2003.
DOI : 10.1145/959258.959266

A. Dempster, N. Laird, and D. Rubin, Maximum likelihood from incomplete data via the EM algorithm, Journal of the Royal Statistical Society, vol.39, pp.1-38, 1977.

H. Dai and B. Mobasher, Integrating semantic knowledge with web usage mining for personalization, Web Mining: Applications And Techniques. Anthony Scime, 2005.

J. Eisenstein and A. Puerta, Adaptation in automated user-interface design, Proceedings of the 5th international conference on Intelligent user interfaces , IUI '00, pp.74-81, 2000.
DOI : 10.1145/325737.325787

H. Sorensen and M. Mc-elligott, PSUN : A Profiling System for Usenet News, Proceedings of the Intelligent Information Agents Workshop, Conference on Information and Knowledge Management (CIKM'95), 1995.

E. Eirinaki and M. Vazirgiannis, Web mining for web personalization, ACM Transactions on Internet Technology, vol.3, issue.1, pp.1-27, 2003.
DOI : 10.1145/643477.643478
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.103.4914

M. Eirinaki, M. Vazirgiannis, and I. Varlamis, SEWeP, Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining , KDD '03, pp.99-108, 2003.
DOI : 10.1145/956750.956765

S. Ferguson, BEAGLE: A genetic algorithm for Information Filter Profile Creation, 1995.

J. Ferreira and A. Silva, MySDI: A Generic Architecture to Develop SDI Personalised Services, Proceedings of the 3rd International Conference on Enterprise Information Systems, pp.262-270, 2001.

M. Fernandez and G. Valiente, A graph distance metric combining maximum common subgraph and minimum common supergraph, Pattern Recognition Letters, vol.22, issue.6-7, pp.753-758, 2001.
DOI : 10.1016/S0167-8655(01)00017-4

T. Gaasterland and J. Lobo, Qualified Answers that Reflect User Needs and Preferences, Proceedings of the 20th Very Large Data Bases (VLDB) Conference, pp.309-320, 1994.

P. Germanakos and C. Mourlas, Adaptation and Personalization of Web-based Multimedia Content, Proceedings of the Workshop on 'Personalization for e-Health, 10th International Conference on User Modeling (UM'05), pp.67-70, 2005.

M. Grcar, User profiling: Collaborative filtering , SIKDD 2004 at multiconference IS, 2004.

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

Z. Huang, W. Chung, T. Ong, and H. Chen, A graph-based recommender system for digital library, Proceedings of the second ACM/IEEE-CS joint conference on Digital libraries , JCDL '02, pp.65-73, 2002.
DOI : 10.1145/544220.544231

J. Han and M. Kamber, Data Mining, 2006.
DOI : 10.1007/978-1-4899-7993-3_104-2

T. Hofmann, Probabilistic latent semantic indexing, Proceedings of the 22nd annual international ACM SIGIR conference on Research and development in information retrieval , SIGIR '99, pp.50-57, 1999.
DOI : 10.1145/312624.312649
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.1.4458

A. Halevy and R. Pottinger, MiniCon: A scalable algorithm for answering queries using views, Very Large Data Bases Journal, vol.10, pp.2-3, 2001.

A. Halevy, A. Rajaraman, and J. Ordille, Data integration: the teenage years, Proceedings Of The 32Nd International Conference On Very Large Data Bases (Vldb'06), pp.9-16, 2006.

F. K. Hwang, D. S. Richards, and P. Winter, Steiner tree problems, Networks, vol.20, issue.1, 1992.
DOI : 10.1002/net.3230220105

. Intenet-movie-database and . Inc, The Intenet Movie Database, Web site, 2007.

H. Jaudoin, J. Petit, C. Rey, M. Schneider, and F. Toumani, Query rewriting using views in presence of value constraints, Proceedings of the 2005 International Workshop on Description Logics (DL2005), pp.112-119, 2005.
URL : https://hal.archives-ouvertes.fr/tel-00684041

X. Jin, Y. Zhou, and B. Mobasher, A unified approach to personalization based on probabilistic latent semantic models of web usage and content, Proceedings Of The Aaai 2004 Workshop On Semantic Web Personalization, 2004.

X. Jin, Y. Zhou, and B. Mobasher, A maximum entropy web recommendation system, Proceeding of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining , KDD '05, pp.612-617, 2005.
DOI : 10.1145/1081870.1081945

D. Kostadinov, M. Bouzeghoub, and S. Lopes, Query Rewriting Based on User's Profile Knowledge, Dans les actes des 23 e Journées Bases de Données Avancées (BDA), 2007.

D. Kostadinov, M. Bouzeghoub, and S. Lopes, Acc??s personnalis?? ?? des sources de donn??es multiples. Evaluation de deux approches de reformulation de requ??tes, Dans les actes des 25 e Congrès INFORSID, pp.73-88, 2007.
DOI : 10.3166/isi.13.4.59-82

W. Kießling, Foundations of Preferences in Database Systems, Proceedings of the 28th Conference on Very Large Data Bases, pp.311-322, 2002.
DOI : 10.1016/B978-155860869-6/50035-4

W. Kießling, Preference Queries with SV-Semantics, Proc. of the 11th International Conference on Management of Data (COMMAD 2005), pp.15-20, 2005.

G. Koutrika and Y. E. Ioannidis, Personalization of queries in database systems, Proceedings. 20th International Conference on Data Engineering, pp.597-608, 2004.
DOI : 10.1109/ICDE.2004.1320030

G. Koutrika and Y. E. Ioannidis, Rule-based query personalization in digital libraries, International Journal on Digital Libraries, vol.19, issue.1, pp.60-63, 2004.
DOI : 10.1007/BF03037534

G. Koutrika and Y. E. Ioannidis, Constrained optimalities in query personalization, Proceedings of the 2005 ACM SIGMOD international conference on Management of data , SIGMOD '05, pp.73-84, 2005.
DOI : 10.1145/1066157.1066167

G. Koutrika and Y. E. Ioannidis, Personalized Queries under a Generalized Preference Model, 21st International Conference on Data Engineering (ICDE'05), pp.841-852, 2005.
DOI : 10.1109/ICDE.2005.106

C. S. Kim, D. Y. Kim, T. M. Bae, and Y. M. Ro, Versatile video on demand system, IConsumer Electronics Proceedings of the Ninth International Symposium on Volume, pp.441-444, 2005.

R. Knappe, Measures of semantic similarity and relatedness for use in ontology-Based information retrieval, p.69, 2005.

D. Kostadinov, V. Peralta, A. Soukane, and X. Xue, Système Adaptatif d'aide à la Génération de Requêtes de Médiation, Démonstration aux 20 e Journées Bases de Données Avancées (BDA), pp.351-355, 2004.

D. Kostadinov, V. Peralta, A. Soukane, and X. Xue, Intégration de données hétérogènes basée sur la qualité, Dans les actes des 23 e Congrès INFORSID, pp.471-486, 2005.

D. Kelly and J. Teevan, Implicit feedback for inferring user preference, ACM SIGIR Forum, vol.37, issue.2, pp.18-28, 2003.
DOI : 10.1145/959258.959260

C. Loupy, P. Bellot, M. El-bze, and P. Marteau, Query Expansion and Classification of Retrieved Documents, Proceedings of TREC-7, pp.382-389, 1998.

M. Lenzerini, Data integration, Proceedings of the twenty-first ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems , PODS '02, pp.233-246, 2002.
DOI : 10.1145/543613.543644

H. Lieberman, Letizia: An Agent That Assists Web Browsing, Proceedings of the Fourteenth International Joint Conference on Artificial Intelligence, pp.924-929, 1995.

M. Lacroix and P. Lavency, Preference: Putting More Knowledge into Queries, Proceeding of the 13th Conference on Very Large Data Bases, pp.217-225, 1987.

C. Liu, J. Wu, C. Yu, H. Nakajima, N. D. Rishe et al., Efficient Processing of Nested Fuzzy SQL Queries in a Fuzzy Database, IEEE Transactions on Knowledge and Data Engineering, vol.13, issue.6, 2001.

A. [. Levy, J. J. Rajaraman, and . Ordille, Querying Heterogeneous Information Sources Using Source Descriptions, Proceedings of the 22nd Very Large Data Bases Conference, pp.251-262, 1996.

E. Michlmayr and S. Cayzer, Learning User Profiles from Tagging Data and Leveraging them for Personal(ized) Information Access, 2007.

S. Middleton, D. De-roure, and N. Shadbolt, Capturing knowledge of user preferences, Proceedings of the international conference on Knowledge capture , K-CAP 2001, pp.100-107, 2001.
DOI : 10.1145/500737.500755

B. Messmer, Graph matching algorithms and application, 1995.

[. Research, movielens: helping you to find the right movies " . Web site, ULR: http://movielens, 2006.

B. Mobasher, Web Usage mining and personalization, In Practical Handbook Of Internet Computing, 2005.

B. Mobasher, Data mining for personalization, In The Adaptive Web: Methods And Strategies Of Web Personalization, pp.90-105, 2007.

M. Martin-bautista, M. Vila, and H. Larsen, FUZZY Genetic Algorithm Approach to an Adaptive Information Retrieval Agent, Journal of the American Society for Information Science, pp.760-771, 1999.

M. Martin-bautista, M. Vila, and H. Larsen, Building adaptive user profiles by a genetic fuzzy classifier with feature selection, Ninth IEEE International Conference on Fuzzy Systems. FUZZ- IEEE 2000 (Cat. No.00CH37063), pp.308-312, 2000.
DOI : 10.1109/FUZZY.2000.838677

N. Mushtaq, P. Werner, K. Tolle, and R. Zicari, Building and Evaluating Non-Obvious User Profiles for Visitors of Web Site, Proceedings of the IEEE International Conference on E-Commerce Technology, pp.9-15, 2004.

A. Nguyen, N. Denos, and C. Berrut, Exploitation des données « disponibles à froid » pour améliorer le démarrage à froid dans les systèmes de filtrage d'information, Dans les Actes du XXIVème Congrès INFORSID, pp.81-95, 2006.

F. Naumann, J. C. Freytag, and M. Spiliopoulou, Quality Driven Source Selection Using Data Envelope Analysis, Proceedings of the MIT Conference on Information Quality (IQ'98), pp.137-152, 1998.

M. J. Pazzani, A Framework for Collaborative, Content-Based and Demographic Filtering, technical report, 1999.

V. Peralta, Extraction and Integration of MovieLens and IMDb Data, Laboratoire PRiSM, 2007.

V. Peralta, A Benchmark for Data Personnalisation, Laboratoire PRiSM, 2007.

O. Potonniée, A decentralized privacy-enabling TV personalization framework, 2nd European Conference on Interactive Television: Enhancing the Experience, 2004.

A. Pigeau, G. Raschia, M. Gelgon, N. Mouaddib, and R. Saint-paul, A fuzzy linguistic summarization technique for TV recommender systems, Fuzzy Systems, FUZZ '03 The 12th IEEE International Conference, pp.743-748, 2003.
URL : https://hal.archives-ouvertes.fr/hal-00415988

A. Pretschner and S. Gauch, Ontology based personalized search, Proceedings 11th International Conference on Tools with Artificial Intelligence, pp.391-398, 1999.
DOI : 10.1109/TAI.1999.809829

X. Qian, Query folding, Proceedings of the Twelfth In-ternational Conference on Data Engineering (ICDE), pp.48-55, 1996.

R. Rafter, K. Bradley, and B. Smyth, Automated Collaborative Filtering Applications for Online Recruitment Services, Proceedings of the International Conference on Adaptive Hypermedia and Adaptive Web-Based Systems, pp.363-368, 2000.
DOI : 10.1007/3-540-44595-1_48

D. Rocacher and L. Liétard, Préférences et quantités dans le cadre de l'interrogation flexible: sur la prise en compte d'expressions quantifiées, Dans les actes des 22e Journées Bases de Données Avancées (BDA), 2006.

G. Raschia and N. Mouaddib, SAINTETIQ: a fuzzy set-based approach to database summarization, Fuzzy Sets and Systems, vol.129, issue.2, pp.137-162, 2002.
DOI : 10.1016/S0165-0114(01)00197-X
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.59.6854

D. Rocacher, On fuzzy bags and their application to flexible querying, Fuzzy sets and Systems, pp.93-110, 2003.

R. Song, E. Chen, and M. Zhao, SVM Based Automatic User Profile Construction for Personalized Search, Proceedings of the International Conference on Intelligent Computing ICIC , China, pp.475-484, 2005.
DOI : 10.1007/11538059_50

V. Schickel-zuber and B. Faltings, Inferring User's Preferences using Ontologies, Proceeding of AAAI 2006, pp.1413-1418, 2006.

K. Sugiyama, K. Hatano, and M. Yoshikawa, Adaptive web search based on user profile constructed without any effort from users, Proceedings of the 13th conference on World Wide Web , WWW '04, pp.675-684, 2004.
DOI : 10.1145/988672.988764

J. Schafer, J. Konstan, and J. Riedl, E-Commerce Recommendation Applications, Data Mining and Knowledge Discovery, vol.5, 2001.
DOI : 10.1007/978-1-4615-1627-9_6
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.43.1280

S. Shearin and H. Lieberman, Intelligent profiling by example, Proceedings of the 6th international conference on Intelligent user interfaces , IUI '01, pp.145-151, 2001.
DOI : 10.1145/359784.360325
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.10.9962

P. Shoval, V. Maidel, and B. Shapira, An Ontology-Content-Based Filtering Method, I.Tech- 2007 -Information Research and Applications, 2007.

C. Schmidt and M. Parachar, Enabling flexible queries with guarantees in p2p systems, IEEE Internet Computing, vol.8, issue.3, 2004.
DOI : 10.1109/MIC.2004.1297269
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.581.7681

W. Siberski, J. Pan, and U. Thaden, Querying the Semantic Web with Preferences, Proceeding of the 5 th International Semantic Web Conference, pp.612-624, 2006.
DOI : 10.1007/11926078_44

H. Takahashi and A. Matsuyama, An approximate solution for the Steiner problem in graphs, Mathematica Japonica, vol.24, pp.573-577, 1980.

D. Vallet, M. Fernández, P. Castells, P. Mylonas, and Y. Avrithis, Personalized Information Retrieval in Context, Proceeding of the 3rd International Workshop on Modeling and Retrieval of Context (MRC 2006) at the 21st National Conference on Artificial Intelligence, 2006.

M. E. Vidal, L. Raschid, N. Marquez, M. Cardenas, and Y. Wu, Query Rewriting in the Semantic Web, Proceedings of the 22nd International Conference on Data Engineering Workshops, 2006.

N. Zemirli, L. Tamine-lechani, and M. Boughanem, Présentation et évaluation d'un modèle d'accès personnalisé à l'information basé sur les diagrammes d'influence, pp.89-104, 2007.

O. Zaïane, M. Xin, and J. Han, Discovering Web access patterns and trends by applying OLAP and data mining technology on Web logs, Proceedings IEEE International Forum on Research and Technology Advances in Digital Libraries -ADL'98-, pp.19-29, 1998.
DOI : 10.1109/ADL.1998.670376