Adaptive systems in the era of the Semantic and Social Web, a survey

User Modeling and User-Adapted Interaction

Volumn 19, Issue 5, 2009, Pages 433-486

  Torre, Ilaria ^a  

^a UNIVERSITY OF TURIN   (Italy)

Author keywords

Adaptation; Annotation; Review; Semantic adaptive systems; Semantic web; Tag; User model; Web 2.0

Indexed keywords

ADAPTATION; ANNOTATION; TAG; USER MODELS; WEB 2.0;

ADAPTIVE SYSTEMS; MATHEMATICAL MODELS; REVIEWS; SURVEYS; WORLD WIDE WEB;

SEMANTIC WEB;

EID: 77958541719     PISSN: 09241868     EISSN: 15731391     Source Type: Journal    
DOI: 10.1007/s11257-009-9067-3     Document Type: Review

References (133)

1. Abel, F., Arnaiz, A., Baldoni, M., Baroglio, C., Henze, N., Klopotek, M. Martelli, M., Patti, V.: Personal information systems in the semantic web - lesson learnt and best practices. REWERSE Network of Excellence, http://rewerse.net/downloads/rewerse-reports/deliverables/m42/a3-d10.pdf (2007a)
2. Abel, F., Coi, J.D., Henze, N., Koesling, A., Krause,D., Olmedilla, D.: Enabling advanced and contextdependent access control inRDFstores. In: Proceedings of 6th International SemanticWebConference (ISWC/ASWC), Busan, South Korea, vol. 4825 of LNCS, pp. 1-14 (2007b)
3. Abel, F., Frank, M., Henze, N., Krause, D., Plappert, D., Siehndel, P.: GroupMe! - where semantic web meets web 2.0. In: Proceedings of 6th International SemanticWebConference (ISWC/ASWC),Busan, South Korea, vol. 4825 of LNCS, pp. 871-878 (2007c)
4. Abel, F., Herder, E., Kärger, P., Olmedilla, D., Siberski, W.: Exploiting preference queries for searching learning resources. In: Creating New Learning Experiences on a Global Scale, vol. 4753 of LNCS, pp. 143-157 (2007d)
5. Ahn, J., Farzan, R., Brusilovsky, P.: A two-level adaptive visualization for information access to open-corpus educational resources. In: Proceedings of Workshop on Social Navigation and Community-based Adaptation Technologies, at the International Conference of Adaptive Hypermedia andAdaptiveWebbased Systems (AH06), Dublin, Ireland, pp. 497-505 (2006)
6. Al-Jabari, M., Mrissa, M., Thiran, P.: Towards web usability: providing web contents according to the readers contexts. In: Proceedings of International Conference on User Modeling, Adaptation, and Personalization (UMAP '09), Trento, Italy, vol. 5535 of LNCS, pp. 467-473 (2009)
7. Antoniou, G., Baldoni, M., Baroglio, C., Baumgartner, R., Bry, F., Eiter, T., Henze, N., Herzog, M., May, W., Patti, V., Schaffert, S., Schindlauer, R., Tompits, H.: Reasoning methods for personalization on the semantic web. Ann. Math. Comput. Teleinform. 1(2), 1-24 (2004)
8. Aroyo, L., Pokraev, S., Brussee, R.: PreparingSCORMfor the semantic web. In:On theMove to Meaningful Internet Systems 2003: CoopIS, DOA, and ODBASE, vol. 2888 of LNCS, pp. 621-634 (2003)
9. Aroyo, L., Dolog, P., Houben, G.-J., Kravcik, M., Naeve, A., Nilsson, M., Wild, F.: Interoperability in personalized adaptive learning. Edu. Technol. Soc. 9(2), 4-18 (2006) (Pubitemid 43723728)
10. Aroyo, L., Stash, N.,Wang, Y., Gorgels, P., Rutledge, L.: CHIP demonstrator: semantics-driven recommendations and museum tour generation. In: Proceedings of 6th International Semantic Web Conference (ISWC/ASWC), Busan, South Korea, vol. 4825 of LNCS, pp. 879-886 (2007)
11. Bailey, J., Bry, F., Furche, T., Schaffert, S.:Web and semantic web query languages: a survey. In: Reasoning Web, First International Summer School 2005, Msida, Malta, vol. 3564 of LNCS, pp. 35-133 (2005) (Pubitemid 41425367)
12. Baldoni, M., Baroglio, C., Henze, N.: Personalization for the semantic web. In: Reasoning Web, First International Summer School 2005, Msida, Malta vol. 3564, pp. 173-212 (2005) (Pubitemid 41425369)
13. Baldoni, M., Baroglio, C., Brunkhorst, I., Henze, N., Marengo, E., Patti, V.: A personalization service for curriculum planning. In: Proceedings of the 14th Workshop on Adaptivity and User Modeling in Interactive Systems (ABIS '06), Hildesheim, Germany, pp. 17-20. (2006)
14. Basile, P., Gendarmi, D., Lanubile, F., Semeraro, G.: Recommending Smart Tags in a Social Bookmarking System. In: Proceedings of the Workshop on Bridging the Gap between Semantic Web and Web 2.0, at the European Semantic Web Conference (ESWC '07), Innsbruck, Austria, pp. 22-29 (2007)
15. Bateman, S., Brooks, C., McCalla, G.: Collaborative tagging approaches for onto-logical metadata in adaptive e-learning systems. In: Proceedings of theWorkshop on Applications of SemanticWeb Technologies for E-learning, at the International Conference of Adaptive Hypermedia and AdaptiveWeb-based Systems (AH '06), Dublin, Ireland, pp. 3-12 (2006)
16. Baumgartner, R., Henze, N., Herzog, M.: The personal publication reader: illustrating web data extraction, personalization and reasoning for the semantic web. In: Proceedings of 2nd European Semantic Web Conference (ESWC '05), Heraklion, Crete, vol. 3532, pp. 515-530 (2005) (Pubitemid 41422086)
17. Bellekens, P., Aroyo, L., Houben, G.-J., Kaptein, A., van der Sluijs, K.: Semantics-based framework for personalized access to TV content: the iFanzy use case. In: Proceedings of 6th International Semantic Web Conference (ISWC/ASWC '07), Busan, South Korea, vol. 4825 of LNCS, pp. 887-894 (2007)
18. Berkovsky, S., Kuflik, T., Ricci, F.:Mediation of usermodels for enhanced personalization in recommender systems. User Model. User-Adapt. Interact. 18(3), 245-286 (2008)
19. Berners-Lee, T.: Semantic web road map. http://www.w3.org/DesignIssues/ Semantic.html (1998)
20. Berners-Lee, T., Hall, W., Hendler, J.A., O'Hara, K., Shadbolt, N., Weitzner, D.J.: A framework for web science. In: Foundations and Trends (R) in Web Science. Now Publishers Inc., Hanover, MA, USA (2006)
21. Beys, P., Benjamins, R., Van Heijst, G.: Remedying the reusability-usability trade-off for problemsolving methods. In: Proceedings of 10thWorkshop on Knowledge Acquisition for Knowledge-based System (KAW '96), Banff, Canada, pp. 2.1-2.20 (1996)
22. Bodoff, D., Ben-Menachem, M., Hung, P.C.K.: Web metadata standards: observations and prescriptions. IEEE Softw. 22(1), 78-85 (2005) (Pubitemid 40714959)
23. Bonatti, P.A. Olmedilla, D.: Semantic Web policies where are we and what is still missing. In: Tutorial at the European Semantic Web Conference (ESWC '06), Budva, Montenegro. http://www.eswc2006.org/tutorials.html (2006)
24. Bra, P.D., Houben, G.-J., Wu, H.: AHAM: a dexter-based reference model for adaptive hypermedia. In: Proceedings of the 10th ACM Conference on Hypertext and Hypermedia, Darmstadt, Germany, pp. 147-156 (1999) (Pubitemid 129310015)
25. Brin, S., Page, L.: The anatomy of a large-scale hypertextual web search engine. Comput. Netw. ISDN Syst. 30(1-7), 107-117 (1998)
26. Brusilovsky, P.: Methods and techniques of adaptive hypermedia. User Model. User-Adapt. Interact. 6(2-3), 87-129 (1996) (Pubitemid 126716208)
27. Brusilovsky, P.: Adaptive hypermedia. User Model. User-Adapt. Interact. 11(1-2), 87-110 (2001) (Pubitemid 32409026)
28. Brusilovsky, P., Henze, N.: Open corpus adaptive educational hypermedia. In: The AdaptiveWeb: Methods and Strategies of Web Personalization, vol. 4321 of LNCS, pp. 671-696. Springer, New York (2007) (Pubitemid 351189214)
29. Brusilovsky, P., Millán, E.: User models for adaptive hypermedia and adaptive educational systems. In: The Adaptive Web: Methods and Strategies of Web Personalization, vol. 4321, pp. 3-53 (2007) (Pubitemid 351189193)
30. Brusilovsky, P., Sosnovsky, S., Yudelson, M.: Ontology-based framework for user model interoperability in distributed learning environments. In: Proceedings of World Conference on E-learning in Corporate, Government, Healthcare, and Higher Education (E-Learn 05), Vancouver, Canada, pp. 2851-2855 (2005)
31. Burke, R.: Hybrid recommender systems: survey and experiments. User Model. User-Adapt. Interact. 12(4), 331-370 (2002)
32. Carmagnola, F., Cena, F.: User identification for cross-system personalisation. Inf. Sci. 179(1-2), 16-32 (2009)
33. Carmagnola, F., Cena, F., Console, L., Cortassa, O., Gena, C., Goy, A., Torre, I., Toso, A., Vernero, F.: Tag-based user modeling for social multi-device adaptive guides. User Model. User-Adapt. Interact. 18(5), 497-538 (2008)
34. Carmagnola, F., Cena, F., Gena, C., Torre, I.: A multidimensional framework for the representation of ontologies in adaptive hypermedia systems. In: Proceedings of 9th Congress of the Italian Association for Artificial Intelligence (AI*IA '05), Milan, Italy, pp. 370-380 (2005)
35. Carmagnola, F., Cena, F., Cortassa, O., Gena, C., Torre, I.: Towards a tag-based user model: how can user model benefit from tags? In: Proceedings of the International Conference on User Modeling (UM '07), Corfu, Greece, vol. 4511, pp. 445-449 (2007a) (Pubitemid 350271021)
36. Carmagnola, F., Cena, F., Gena, C.: User modeling in the social web. In: Proceedings 11th International Conference on Knowledge-based Intelligent Information and Engineering Systems (KES '07), Vietri sul Mare, Italy, vol. 4694 of LNCS, pp. 745-752 (2007b)
37. Carmagnola, F. Dimitrova, V.: An evidence-based approach to handle semantic heterogenity in interoperable distributed user models. In: Proceedings of 4th International Conference on Adaptive Hypermedia and Web-based Systems (AH '08), Hannover, Germany, vol. 5149 of LNCS, pp. 73-82 (2008)
38. Carmichael, D., Kay, J., Kummerfeld, B., Niu, W.: My: personalised information about a ubiquitous computing enabled building. In: Proceedings of 2nd Workshop on Personalised Context Modelling and Management for UbiComp Applications, at the International Conference on Ubiquitous Computing (UbiComp '06), Seoul, South Korea. http://ftp.informatik.rwth-aachen.de/Publications/ CEUR-WS/Vol-197/Paper2.pdf (2006)
39. Çelik, T. Marks, K.: Real world semantics. http://www.tantek.com/ presentations/2004etech/ (2004)
40. Cena, F., Aroyo, L.: A semantics-based dialogue for interoperability of user-adaptive systems in a ubiquitous environment. In: 2007 Proceedings of 11th International Conference on User Modeling (UM '07), Corfu, Greece, vol. 4511 of LNCS, pp. 309-313 (2007) (Pubitemid 350270994)
41. Cena, F., Furnari, R.: A SOA-based framework to support user model interoperability. In: Proceedings of 4th International Conference on Adaptive Hypermedia and Adaptive Web based Systems (AH '04), Hannover, Germany, pp. 284-287 (2008)
42. Chen, H., Finin, T., Joshi, A.: An ontology for context-aware pervasive computing environments. Knowl. Eng. Rev. 18(3), 197-207 (2003)
43. Chepegin,V., Aroyo, L.,De Bra, P., JanHouben, G.: CHIME: service-oriented framework for adaptivewebbased systems. In: Proceedings of Conferentie Informatiewetenschap, Eindhoven, The Netherlands, pp. 29-36 (2003)
44. Chepegin, V.I., Aroyo, L., De Bra, P.: Discovery service for User models in a multi-application context. In: Proceedings of 5th IEEE International Conference on Advanced Learning Technologies (ICALT '05), Kaohsiung, Taiwan, pp. 956-957 (2005) (Pubitemid 44459566)
45. Chirita, P.A., Costache, S., Nejdl, W., Handschuh, S.: P-TAG: large scale automatic generation of personalized annotation tags for the web. In: Proceedings of 16th International Conference on World Wide Web (WWW '07), Banff, Canada, pp. 845-854 (2007) (Pubitemid 47582314)
46. Conlan, O., O'Keeffe, I., Tallon, S.: Combining adaptive hypermedia techniques and ontology reasoning to produce dynamic personalized news services. In: Proceedings of 4th International Conference on Adaptive Hypermedia andAdaptiveWeb-Based Systems (AH06),Dublin, Ireland, vol. 4018 of LNCS, pp. 81-90 (2006) (Pubitemid 44077597)
47. De Meo, P., Quattrone, G., Ursino, D.: A query expansion and user profile enrichment approach to improve the performance of recommender systems operating on a folkonomy. User Model. User-adapt. Interact. (Under submission) (2009)
48. Denaux, R., Dimitrova, V., Aroyo, L.: Integrating open user modeling and learning content management for the semantic web. In: Proceedings of 10th International Conference on User Modeling (UM '05), Edinburgh, UK, vol. 3538 of LNCS, pp. 9-18 (2005)
49. Dix, A., Levialdi, S., Malizia, A.: Semantic halo for collaboration tagging systems. In: Proceedings of the Workshop on Social Navigation and Community-based Adaptation Technologies, at the Int. Conference on Adaptive Hypermedia and Adaptive Web-Based Systems (AH 06), Dublin, Ireland. http://www.sis.pitt.edu/paws/SNC-BAT06/crc/malizia.pdf (2006)
50. Dolog, P., Nejdl, W.: Challenges and benefits of the semantic Web for user modelling. In: Proceedings of the Workshop on Adaptive Hypermedia, at the International World Wide Web Conference (WWW '03), Budapest, Hungary. http://wwwis.win.tue.nl/ah2003/proceedings/paper9.pdf (2003)
51. Dolog, P., Nejdl,W.: Semantic web technologies for the adaptive web. In: The AdaptiveWeb: Methods and Strategies of Web Personalization, vol. 4321, pp. 697-719. (2007) (Pubitemid 351189215)
52. Dolog, P., Schaefer, M.: A framework for browsing, manipulating and maintaining interoperable learner profiles. In: Proceedings of 10th International Conference on User Modeling (UM '05), Edinburgh, UK, vol. 3538 of LNCS, pp. 397-401 (2005)
53. Dolog, P., Henze, N., Nejdl, W., Sintek, M.: The personal reader: personalizing and enriching learning resources using semantic web technologies. In: Proceedings of 3rd International Conference on Adaptive Hypermedia andAdaptiveWeb-Based Systems (AH'04), Eindhoven, The Netherlands, pp. 85-94 (2004a)
54. Dolog, P., Henze, N., Nejdl, W., Sintek, M.: Personalization in distributed e-learning environments. In: Proceedings of InternationalWorldWideWeb Conference (WWW '04), Education Track, New York, pp. 170-179 (2004b)
55. Dourish, P., Chalmers, M.: Running out of space: models of information navigation. In: Proceedings of International Conference on Human Computer Interaction (HCI '94), Glasgow, U.K. http://www.dourish.com/publications/1994/ hci94-navigation.pdf (1994)
56. Farzan, R., Brusilovsky, P.: AnnotatEd a social navigation and annotation service for web-based educational resources. In: Proceedings of World Conference on E-learning, E-learn 2006, Honolulu, HI, pp. 2794-2802 (2006)
57. Garlatti, S., Iksal, S.: A flexible composition engine for adaptiveWeb sites. In: Proceedings of 3rd International Conference on Adaptive Hypermedia and AdaptiveWeb-Based Systems (AH '04), Eindhoven, The Netherlands, vol. 3137 of LNCS, pp. 115-125 (2004)
58. Gavriloaie, R., Nejdl, W., Olmedilla, D., Seamons, K., Winslett, M.: No registration needed: how to use declarative policies and negotiation to access sensitive resources on the semantic web. In: Proceedings of 1st European Semantic Web Symposium, Heraklion, Crete, Greece, vol. 3053 of LNCS, pp. 342-356 (2004)
59. Golbeck, J.: Personalizing applications through integration of inferred trust values in semantic web-based social networks. In: Proceedings of the Workshop on Semantic Network Analysis, at the 4th International Semantic Web Conference (ISWC '05), Galway, Ireland. http://trust.mindswap.org/papers/ NetworkAnalysisWKSHP.pdf (2005)
60. Golbeck, J. Mannes, A.: Using trust and provenance for content filtering on the semantic web. In: Proceedings of Workshop on Models of Trust for theWeb, at 15th InternationalWorldWideWeb Conference (WWW '06), Edinburgh, UK. http://trust.mindswap.org/papers/WWWTrust-Trust.pdf (2006)
61. Golder , S.A., Huberman, B.A.: Usage patterns of collaborative tagging systems. J. Inf. Sci. 32(2), 198-208 (2006) (Pubitemid 43384497)
62. Gruber, T.:Ontology of folksonomy: amash-up of apples and oranges. Int. J. Semant.Web Inf. Syst. 3(1), 1-11 (2007)
63. Haase, P., Broekstra, J., Ehrig, M.,Menken, M.,Mika, P., Olko, M., Plechawski, M., Pyszlak, P., Schnizler, B., Siebes, R., Staab, S., Tempich, C.: Bibster - a semantics-based bibliographic peer-to-peer system. In: 2004 Proceedings of 3rd International Semantic Web Conference (ISWC '04), Hiroshima, Japan, vol. 3298, pp. 122-136 (2004) (Pubitemid 39743879)
64. Haase, P., Hotho, A., Schmidt-Thieme, L., Sure, Y.: Collaborative and usage-driven evolution of personal ontologies. In: 2005 Proceedings of 2nd European SemanticWeb Conference (ESWC '05), Heraklion, Crete, vol. 3532, pp. 486-499 (2005) (Pubitemid 41422084)
65. Hatala, M., Wakkary, R.: Ontology-based User modeling in an augmented audio reality system for museums. User Model. User-Adapt. Interact. 15(3-4), 339-380 (2005) (Pubitemid 41701861)
66. Hatala, M., Wakkary, R., Kalantari, L.: Ontologies and rules in support of real-time ubiquitous application.J. Web Semant. 3(1), 5-22 (Special Issue on "Rules and ontologies for Semantic Web) (2005) (Pubitemid 40891656)
67. Heath, T., Motta, E.: Personalizing elevance on the Semantic Web through trusted recommendations from a social network. In: Proceedings of Workshop on Semantic Web Personalization, at the European Semantic Web Conference (ESWC '06), Budva, Montenegro, pp. 63-68 (2006)
68. Heath, T., Motta, E.: Ease of interaction plus ease of integration: combiningWeb 2.0 and the semantic web in a reviewing site. Web Semant. 6(1), 76-83 (2008)
69. Heckmann, D.: Integrating privacy aspects into ubiquitous computing: a basic user interface for personalization. In: Proceedings of theWorkshop on Artificial Intelligence in Mobile Systems, at the International Conference on Ubiquitous Computing (UbiComp '03), Seattle,Washington, USA. http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.1.1759 (2003)
70. Heckmann, D.: Ubiquitous user modeling, PhD thesis. Department of Computer Science, Saarland University, Germany. http://wwwis.win.tue.nl/ah/ thesis/DominiksDiss.pdf (2005)
71. Heckmann, D., Krüger, A.: A user modeling markup language (UserML) for ubiquitous computing. In: Proceedings of 9th International Conference on User Modeling (UM '03), Johnstown, Pennsylvania, USA, pp. 393-397 (2003) (Pubitemid 36768594)
72. Heckmann, D., Schwarzkopf, E., Mori, J., Dengler, D., Krner, A.: The user model and context ontology GUMO revisited for future Web 2.0 extensions. In: Proceedings of Contexts and Ontologies: Representation and Reasoning, at the International Conference on Modeling and Using Context (CONTEXT '07), Denmark, pp. 37-46 (2007)
73. Henze, N.: Personal readers: personalized learning object readers for the semantic web. In: Proceedings of 12th International Conference on Artificial Intelligence in Education (AIED '05), Amsterdam, The Netherlands. http://www.kbs.uni-hannover.de/Arbeiten/Publikationen/2005/aied05.pdf (2005)
74. Henze, N., Krause, D.: Personalized access toweb services in the semantic web. In: Proceedings of 3rdWorkshop on Semantic Web User Interaction, at the International Semantic Web Conference (ISWC '06), Athens, GA, USA. http://rewerse.net/publications/download/REWERSE-RP-2006-146.pdf (2006)
75. Henze, N., Nejdl, W.: Knowledge modeling for open adaptive hypermedia. In: Proceedings of 2nd International Conference on Adaptive Hypermedia and Adaptive Web-Based Systems (AH02), Malaga, Spain, vol. 2347 of LNCS, pp. 174-183 (2002)
76. Herlocker, J.L., Konstan, J.A., Terveen, L.G., Riedl, J.T.: Evaluating collaborative filtering recommender systems. ACM Trans. Inf. Syst. 22(1), 5-53 (2004)
77. Houben, G., Aerts, A., Aroyo, L., Sluijs, K., Rutten, B., De Bra, P.: State of the art: semantic interoperability for distributed user profile. Technical report 22, Telematika Institute, Nederlands. https://doc.telin.nl/ dsweb/Get/Document-51973/TUE-D1.6.pdf (2005)
78. Jäschke, R., Marinho, L., Hotho, A., Schmidt-Thieme, L., Stumme, G.: Tag recommendations in folksonomies. In: Proceedings of 11th European Conference on Principles and Practice of Knowledge Discovery in Databases, Warsaw, Poland, vol. 4702 of LNCS, pp. 506-514, (2007)
79. Jovanovic, J., Gasevic, D., Devedzic, V.: Dynamic assembly of personalized learning content on the semantic web. In: Proceedings 3rd European Semantic Web Conference (ESWC '06), Budva, Montenegro, vol. 4011 of LNCS, pp. 545-559 (2006) (Pubitemid 44071183)
80. Kay, J.: Scrutable adaptation: because We can and must. In: Proceedings of 4th International Conference on Adaptive Hypermedia and Adaptive Web-based Systems (AH06), Dublin, Ireland, vol. 4018 of LNCS, pp. 11-19 (2006) (Pubitemid 44081530)
81. Kay, J., Lum, A.: Ontologies for scrutable student modelling in adaptive e-learning. In: Proceedings of the Workshop on Applications of SemanticWeb Technologies, at the Internationa Conference on Adaptive Hypermedia and Adaptive Web-Based Systems (AH '04), Eindhoven, The Netherlands, pp. 292-301 (2004)
82. Kay, J., Kummerfeld, R.J., Lauder, P.: Foundations for personalised documents: a scrutable user model server. In: Proceedings of the Australian Document Computing Symposium (ADCS '2001), Coffs Harbour, Australia, pp. 43-50 (2001)
83. Kay, J., Kummerfeld, B., Lauder P.: Personis: a server for user models. In: 2002 Proceedings of 2nd International Conference on Adaptive Hypermedia and Adaptive Web-Based Systems (AH02), Malaga, Spain, pp. 203-212 (2002)
84. Kernchen, R., Bonnefoy, D., Battestini, A., Mrohs, B., Wagner, M., Klemettinen, M.: Context-awareness in mobiLife. In: Proceedings of 15th Internet Society Technology (IST) Mobile Summit, Mykonos, Greece http://www.ist-esense. org/fileadmin/images/PDF-Other/IST-SUMMIT-2006/5.c-MOBILIFE.pdf (2006)
85. Khare, R., Çelik, T.: Microformats: a pragmatic path to the semantic web. In: Proceedings of 15th International Conference on World Wide Web (WWW '06), Edinburgh, UK, pp. 865-866 (2006) (Pubitemid 46946692)
86. Kobsa, A.,Koenemann, J., Pohl,W.: Personalized hypermedia presentation techniques for improving online customer relationships. Knowl. Eng. Rev. 16(2), 111-155 (2001)
87. Koch, N.,Wirsing, M.: The munich reference model for adaptive hypermedia applications. In: Proceedings of 2nd International Conference on Adaptive Hypermedia and AdaptiveWeb-Based Systems (AH02), Malaga, Spain, pp. 213-222 (2002)
88. Kravcik, M., Gasevic, D.: Leveraging the semantic web for adaptive education. J. Interact. Media Edu. 06 (Special Issue: Adaptation and IMS Learning Design. http://jime.open.ac.uk/2007/06 (2007)
89. Kruppa,M., Heckmann, D.,Krüger, A.: Adaptive multimodal presentation of multimedia content inmuseum scenarios. KI Journal 1(5), 56-59 (2005)
90. Luther, M., Mrohs, B., Wagner, M., Steglich, S., Kellerer, W.: Situational resaoning: a practical OWL use case. In: Proceedings of 7th International Symposium onAutonomous Decentralized Systems (ISADS '05), Chengdu, China, pp. 461-468 (2005) (Pubitemid 43841342)
91. MacGregor, G., McCulloch, E.: Collaborative tagging as a knowledge organisation and resource discovery tool. Libr. Rev. 55(5), 291-300 (2006) (Pubitemid 43717283)
92. Marlow, C., Naaman, M., Davis, M., Boyd, D.: HT06, tagging paper, taxonomy, Flickr, academic article, ToRead. In: Proceedings of 17th International ACM Conference on Hypertext and Hypermedia (HT '06), Odense, Denmark, pp. 31-40 (2006)
93. Martin, D., Paolucci, M.,McIlraith, S., Burstein,M., McDermott, D., Mcguinness, D., Parsia, B., Payne, T., Sabou, M., Solanki, M., Srinivasan, N., Sycara, K.: Bringing semantics to web services: the OWL-S approach. In: Proceedings of International Workshop on Semantic Web Services and Web Process Composition, San Diego, USA, vol. 3387 of LNCS, pp. 26-42 (2004)
94. Massa, P., Avesani, P.: Trust-aware collaborative filtering for recommender systems. In: Proceedingsm of International Conference on CoopIS, DOA, and ODBASE, Agia Napa, Cyprus, 3290 of LNCS, pp. 492-508 (2004) (Pubitemid 39750452)
95. Mehta, B., Niederée, C., Stewart, A., Degemmis, M., Lops, P., Semeraro, G.: Ontologically enriched unified user modeling for cross-system personalization. In: Proceedings of 10th International Conference on User Modeling (UM '05), Edinburgh, UK, vol. 3538 of LNCS, pp. 119-123 (2005)
96. Mika, P.: Ontologies are us: a unified model of social networks and semantics. J. Web Semant. 5(1), 5-15 (2007)
97. Millen, D.R., Feinberg, J.: Using social tagging to improve social navigation. In: Proceedings of theWorkshop on the Social Navigation and Community-based Adaptation Technologies, at the International Conference on Adaptive Hypermedia and Adaptive Web-Based Systems (AH '06), Dublin, Ireland, pp. 532-541 (2006)
98. Mishne, G.: AutoTag: a collaborative approach to automated tag assignment for weblog posts. In: Proceedings of 15th International Conference onWorldWideWeb (WWW '06), Edinburgh, UK, pp. 953-954 (2006) (Pubitemid 46946734)
99. Murdock, J.W.,McGuinness, D.L., da Silva, P.P.,Welty, C.A., Ferrucci,D.A.: Explaining conclusions from diverse knowledge sources. In: Proceedings of 5th International Semantic Web Conference (ISWC '06), Athens, GA, USA, vol. 4273 of LNCS, pp. 861-872 (2006) (Pubitemid 44892077)
100. Nauerz, A., Pietschmann, S., Pietzsch, R.: Collaborative annotation-driven adaptation in web portals. In: Proceedings of 18th International Conference on Hypertext and Hypermedia (HT '07), Manchester, UK, pp. 155-156 (2007) (Pubitemid 350239864)
101. Nauerz, A., Junginger, M.,Zhao, S.:Arecommender based on automatic metadata extraction and user-driven collaborative annotation. In: Proceedings of the InternationalWorkshop on Recommendation and Collaboration, at the Internationa Conference on Intelligent User Interfaces (IUI '08), Canary Islands, Spain. http://www.uni-koblenz.de/confsec/IUI/proceedings/data/ workshops/recoll-10.pdf (2008)
102. Nejdl, W., Wolf, B., Staab, S., Tane, J.: EDUTELLA: searching and annotating resources within an RDFbased P2P network. In: Proceedings of the Semantic Web Workshop, at the International Conference onWorldWideWeb (WWW '02), Hawaii, USA. http://semanticweb2002.aifb.uni-karlsruhe.de/proceedings/Research/ Nejdl.pdf (2002)
103. Nilsson, M.: The semantic web: how RDF will change learning technology standards. http://zope.cetis.ac.uk/content/20010927172953 (2001)
104. Niu, W., Kay, J.: Location Conflict resolution with an Ontology. In: Proceedings of the 6th International Conference on Pervasive Computing, Sydney, Australia, pp. 162-179 (2008) (Pubitemid 351777355)
105. Niu, W., Kay, J.: PERSONAF: framework for personalised ontological reasoning in pervasive computing. User Model. User/Adapt. Interact. (2009). doi:10.1007/s11257-009-9068-2.
106. Palmisano, I., Redavid, D., Iannone, L., Semeraro, G., Degemmis, M., Lops, P., Licchelli, O.: A RDF-based framework for user profile creation and management. In: Proceedings of 10th International Conference on Knowledge-based Intelligent Information and Engineering Systems (KES '06), Bournemouth, UK, vol. 4253 of LNCS, pp. 606-613 (2006) (Pubitemid 44700494)
107. Patranjan, P.-L.: Use cases for a rule interchange format. http://rewerse.net/deliverables/m24/std-d1.pdf. REWERSE Network of Excellence (2006)
108. Pinheiro da Silva, P., McGuinness, D., Fikes, R.: A proof markup language for semantic web services. Inf. Syst. 41(4-5), 381-395 (2006) (Pubitemid 43290449)
109. Power, R., O'Sullivan, D., Conlan, O., Lewis, D., Wade, V.: Utilizing context in adaptive information services for pervasive computing environments. In: Proceedings of Workshop on Applying Adaptive Hypermedia Techniques to Service Oriented Environments, at the Conference on Adaptive Hypermedia and Adaptive Web-Based Systems (AH04), Eindhoven, The Netherlands. https://www.cs.tcd.ie/Owen.Conlan/publications/aahtsoe2004-power-v1.pdf (2004)
110. Schwarzkopf, E., Heckmann, D., Dengler, D., Kröner, A.: Mining the structure of tag spaces for usermodeling. In: Proceedings of theworkshop on data mining for usermodeling, at the International Conference on User Modeling (UM '07), Corfu, Greece, pp. 63-75 (2007)
111. Searle, J.R.: Minds, brains, and programs. Behav. Brain Sci. 3, 417-457 (1980) (Pubitemid 11172324)
112. Shepitsen, A., Gemmell, J., Mobasher, B., Burke, R.: Personalized recommendation in social tagging systems using hierarchical clustering. In: Proceedings of ACM Conference on Recommender Systems (RecSys '08), Lausanne, Switzerland, pp. 259-266 (2008)
113. Shirky, C.: Ontology is overrated: categories, links, and tags. http://www.shirky.com/writings/ontology-overrated.html (2005)
114. Shvaiko, P., Euzenat, J.: A survey of schema-based matching approaches. J. Data Semant. 3730, 146-171 (2005) (Pubitemid 350227701)
115. Sonntag, D., Engel, R., Herzog, G., Pfalzgraf, A.,Pfleger, N., Romanelli, M., Reithinger, N.: SmartWeb handheld - multimodal interaction with ontological knowledge bases and semantic web services. In: Artifical Intelligence for Human Computing, vol. 4451 of LNCS, pp. 272-295 (2007)
116. Specia, L., Motta, E.: Integrating folksonomies with the semantic web. In: Proceedings of 4th European SemanticWeb Conference (ESWC '07), Innsbruck, Austria, vol. 4519 of LNCS, pp. 624-639 (2007) (Pubitemid 47290036)
117. Stumme, G.: Ontology merging with formal concept analysis. In: Semantic Interoperability and Integration. Schloss Dagstuhl, Germany, http://drops.dagstuhl.de/opus/volltexte/2005/49 (2005)
118. Szomszor, M., Alani, Cattuto, C., O'Hara, H., Baldassarri, K., Loreto, V., Servedio, V.: Folksonomies, the semantic web, and movie recommendation. In: Proceedings of 4th European Semantic Web Conference (ESWC '07), Innsbruck, Austria, pp. 71-85 (2007)
119. Szomszor, M., Alani, H., Cantador, I., O'Hara, K., Shadbolt, N.: Semantic modelling of user interests based on cross-folksonomy analysis. In: Proceedings of 7th International Semantic Web Conference (ISWC), Karlsruhe, Germany, vol. 5318 of LNCS, pp. 632-648 (2008)
120. Trant, J.: Exploring the potential for social tagging and folksonomy in art museums: Proof of concept. New Rev. Hypermed. Multimed. 12(1), 83-105 (2006) (Pubitemid 44180374)
121. van der Sluijs, K., Houben, G.: A generic component for exchanging user models between web-based systems. Int. J. Contin. Eng. Edu. Life-Long Learn. 16(1/2), 64-76 (2006)
122. van der Sluijs K., Houben, G.: Relating user tags to ontological information. In: Proceedings of the Workshop on Theories and Applications of Ubiquitous User Modeling, at the International Conference of Intelligent User Interfaces (IUI '08), Canary Islands, Spain. http://www.uni-koblenz.de/confsec/ IUI/Proc./data/workshops.html (2008)
123. Van Setten,M., Pokraev, S.,Koolwaaij, J.:Context-aware recommendations in themobile tourist application COMPASS. In: Proceedings of the International Conference on Adaptive Hypermedia and Adaptive Web-based Systems (AH '04), Eindhoven, The Netherlands, vol. 3137 of LNCS, pp. 235-244 (2004)
124. van Setten, M., Brussee, R., van Vliet, H., Gazendam, L., van Houten, Y., Veenstra, M.: On the importance of 'who tagged what. In: Proceedings of the Workshop on Social Navigation and Community-based Adaptation Technologies, at the International Conference on Adaptive Hypermedia and Adaptive Web-Based Systems (AH '06), Dublin, Ireland, pp. 552-561 (2006)
125. Vander Wal, T.: Folksonomy coinage and definition. http://vanderwal.net/ folksonomy.html (2004)
126. Vdovjak, R., Frasincar, F., Houben, G., Barna, P.: Engineering semantic web information systems in hera. J. Web Eng. 2, 3-26 (2003)
127. Wahlster, W.: SmartKom: foundations of multimodal dialogue systems. Springer, New York (Cognitive technologies series) (2006)
128. Wang, Y., Kobsa, A.: Respecting user's individual privacy constraints in web personalization. In: Proceedings of International Conference on User Modeling (UM '07), Corfu, Greece, vol. 4511 of LNCS, pp. 157-166 (2007) (Pubitemid 350270978)
129. Wang, Y., Cena, F., Carmagnola, F., Cortassa, O., Gena, C., Stash, N. Aroyo, L.: RSS-based interoperability for user adaptive systems. In: Proceedings of 4th International Conference on Adaptive Hypermedia and Web-based Systems (AH '08), Hannover, Germany, pp. 353-356 (2008)
130. Weller, K.: Folksonomies and ontologies: two new players in indexing and knowledge representation. In: Proceedings of the Online Information Conference '07, London, UK, pp. 108-115 (2007)
131. Xu, Z., Fu, Y., Mao, J., Su, D.: Towards the semantic web: collaborative tag suggestions. In: Proceedings of the Workshop on Collaborative Web Tagging, at the International Conference of World Wide Web (WWW '06), Edinburgh, UK http://www.semanticmetadata.net/hosted/taggingws-www2006-files/13.pdf (2006)
132. Zhao, S., Du, N., Nauerz, A., Zhang, X., Yuan, Q., Fu, R.: Improved recommendation based on collaborative tagging behaviors. In: Proceedings of International Conference on Intelligent User Interfaces (IUI '08), Canary Islands, Spain, pp. 413-416 (2008)
133. Ziegler,C.N., Lausen, G.: Analyzing correlation between trust and user similarity in online communities. In: Proceedings of 2nd International Conference on iTrust, Oxford, UK, vol. 2995 of LNCS, pp. 251-265 (2004)