AN EXTENDED ARCHITECTURE FOR ADAPTATION OF SOCIAL NAVIGATION

Manel Mezghani, Corinne Amel Zayani, Ikram Amous, Faiez Gargouri

2012

Abstract

Social navigation is a way for users to navigate through social information such as resources and social annotation (tags). However, due to the growth of social networks, the user could be lost. To avoid this problem of disorientation, we try to adapt the social information through a recommendation technique by providing useful information according to the user’s needs. In this paper, we present an extended architecture of social recommender system. The originality of this architecture rely on the way to combine the collective intelligence of the social network with the user’s behaviour especially his tagging behaviour.

References

  1. Brusilovsky, P., 1996. Methods and techniques of adaptive hypermedia. In User Modeling and UserAdapted Interaction, 6(2-3), p.87-129. Springer Press.
  2. Brusilovsky, P., 1996. Methods and techniques of adaptive hypermedia. In User Modeling and UserAdapted Interaction, 6(2-3), p.87-129. Springer Press.
  3. Brusilovsky, P., Casselc L. N., Delcambreb L., M., L., Foxd, E., A., Furutae, R., Garciaf, D., D., Shipman F., M., Yudelsona, M., 2010. Social navigation for educational digital libraries. In RecSysTEL'10 1st Workshop on Recommender Systems for Technology Enhanced Learning. Procedia Computer Science.
  4. Brusilovsky, P., Casselc L. N., Delcambreb L., M., L., Foxd, E., A., Furutae, R., Garciaf, D., D., Shipman F., M., Yudelsona, M., 2010. Social navigation for educational digital libraries. In RecSysTEL'10 1st Workshop on Recommender Systems for Technology Enhanced Learning. Procedia Computer Science.
  5. Carmagnola, F., Cena, F., Console, L., Cortassa, O., Gena, C., Goy, A., Torre, I., 2008. Tag-based user modeling for social multi-device adaptive guides. In User Modeling and User-Adapted Interaction. Kluwer Academic Publishers.
  6. Carmagnola, F., Cena, F., Console, L., Cortassa, O., Gena, C., Goy, A., Torre, I., 2008. Tag-based user modeling for social multi-device adaptive guides. In User Modeling and User-Adapted Interaction. Kluwer Academic Publishers.
  7. Carmagnola, F., Cena, F., Console, L., Grillo, P., Perrero, M., Simeoni, R., Vernero, F., 2011. Supporting content discovery and organization in networks of contents and users. In Multimedia Systems. Springer Press
  8. Carmagnola, F., Cena, F., Console, L., Grillo, P., Perrero, M., Simeoni, R., Vernero, F., 2011. Supporting content discovery and organization in networks of contents and users. In Multimedia Systems. Springer Press
  9. De Bra, P., Aerts, A., Berden, B., De Lange, B., Rousseau, B., Santic, T., Smits, D., and Stash, N., 2003. AHA! The adaptive hypermedia architecture. In HYPERTEXT'03: Proceedings of the fourteenth ACM conference on Hypertext and hypermedia, pages 81- 84. ACM Press.
  10. De Bra, P., Aerts, A., Berden, B., De Lange, B., Rousseau, B., Santic, T., Smits, D., and Stash, N., 2003. AHA! The adaptive hypermedia architecture. In HYPERTEXT'03: Proceedings of the fourteenth ACM conference on Hypertext and hypermedia, pages 81- 84. ACM Press.
  11. Farzan, R., 2009: A Study of social navigation support under different situational and personal factors. Doctoral dissertation, Pittsburgh University.
  12. Farzan, R., 2009: A Study of social navigation support under different situational and personal factors. Doctoral dissertation, Pittsburgh University.
  13. Firan, C. S., Nejdl, W., Paiu, R., 2007. The benefit of using tag-based profiles. In LA-Web'07, Proceedings of the Latin American Web Congress pp. 32-41. IEEE Computer Society.
  14. Firan, C. S., Nejdl, W., Paiu, R., 2007. The benefit of using tag-based profiles. In LA-Web'07, Proceedings of the Latin American Web Congress pp. 32-41. IEEE Computer Society.
  15. Gupta, M., Li, R., Yin, Z., Han, J., 2010. Survey on social tagging techniques. In SIGKDD Explorations 12(1): 58-72, ACM Press.
  16. Gupta, M., Li, R., Yin, Z., Han, J., 2010. Survey on social tagging techniques. In SIGKDD Explorations 12(1): 58-72, ACM Press.
  17. Kim, H.-N., Roczniak, A., Lévy, P., & Saddik, A., 2010. Social media filtering based on collaborative tagging in semantic space. In Multimedia Tools and Applications, vol. 50, no. 1. Springer Press.
  18. Kim, H.-N., Roczniak, A., Lévy, P., & Saddik, A., 2010. Social media filtering based on collaborative tagging in semantic space. In Multimedia Tools and Applications, vol. 50, no. 1. Springer Press.
  19. Kim, H.-N., Alkhaldi, A., El Saddik, A., and Jo, G.-S., 2011. Collaborative user modeling with usergenerated tags for social recommender systems. In Expert Systems with Applications 38, 8488-8496. Pergamon Press
  20. Kim, H.-N., Alkhaldi, A., El Saddik, A., and Jo, G.-S., 2011. Collaborative user modeling with usergenerated tags for social recommender systems. In Expert Systems with Applications 38, 8488-8496. Pergamon Press
  21. Liu, K., Fang, B. and Zhang, Y., 2009. Detecting Tag Spam in Social Tagging Systems with Collaborative Knowledge. In FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery. 427-431. Publisher IEEE Press Piscataway.
  22. Liu, K., Fang, B. and Zhang, Y., 2009. Detecting Tag Spam in Social Tagging Systems with Collaborative Knowledge. In FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery. 427-431. Publisher IEEE Press Piscataway.
  23. Meo, P. D., Quattrone, G., and Ursino, D., 2010. A query expansion and user profile enrichment approach to improve the performance of recommender systems operating on a folksonomy. In Proceedings of User Model. User-Adapt. Interact., 41-86. Kluwer Academic Publishers
  24. Meo, P. D., Quattrone, G., and Ursino, D., 2010. A query expansion and user profile enrichment approach to improve the performance of recommender systems operating on a folksonomy. In Proceedings of User Model. User-Adapt. Interact., 41-86. Kluwer Academic Publishers
  25. Musto, C., Narducci, F., De Gemmis, M., Lops, P. & Semeraro, G. 2009. STaR: a Social Tag Recommender System. In ECML PKDD Discovery Challenge 2009, 215-227. CEUR Workshop Proceedings Publishers.
  26. Musto, C., Narducci, F., De Gemmis, M., Lops, P. & Semeraro, G. 2009. STaR: a Social Tag Recommender System. In ECML PKDD Discovery Challenge 2009, 215-227. CEUR Workshop Proceedings Publishers.
  27. Nauerz, A., Pietschmann, S., & Pietzsch, R. 2008. Social Recommendation and Adaptation in Web Portals. In Proceedings of the Workshop on “Adaptation for the Social Web” ASW. Springer Press.
  28. Nauerz, A., Pietschmann, S., & Pietzsch, R. 2008. Social Recommendation and Adaptation in Web Portals. In Proceedings of the Workshop on “Adaptation for the Social Web” ASW. Springer Press.
  29. Zhao, S., Du, N., Nauerz, A., Zhang, X., Yuan, Q. and R. Fu, 2008. Improved recommendation based on collaborative tagging behaviors. In Proceedings of the 13th international conference on Intelligent user interfaces, pp. 413-416, ACM Press.
  30. Zhao, S., Du, N., Nauerz, A., Zhang, X., Yuan, Q. and R. Fu, 2008. Improved recommendation based on collaborative tagging behaviors. In Proceedings of the 13th international conference on Intelligent user interfaces, pp. 413-416, ACM Press.
  31. Zheng, N., Li, Q., 2011. A recommender system based on tags and time information for social tagging systems. In Expert systems with Applications 4575-4587. Pergamon Press.
  32. Zheng, N., Li, Q., 2011. A recommender system based on tags and time information for social tagging systems. In Expert systems with Applications 4575-4587. Pergamon Press.
  33. Wang, J., Clements, M., Yang, J., De Vries, A. P., & Reinders, M. J. T., 2010. Personalization of tagging systems. In Information Processing & Management, pp. 58-70. Elsevier Ltd.
  34. Wang, J., Clements, M., Yang, J., De Vries, A. P., & Reinders, M. J. T., 2010. Personalization of tagging systems. In Information Processing & Management, pp. 58-70. Elsevier Ltd.
Download


Paper Citation


in Harvard Style

Mezghani M., Amel Zayani C., Amous I. and Gargouri F. (2012). AN EXTENDED ARCHITECTURE FOR ADAPTATION OF SOCIAL NAVIGATION . In Proceedings of the 8th International Conference on Web Information Systems and Technologies - Volume 1: WEBIST, ISBN 978-989-8565-08-2, pages 540-545. DOI: 10.5220/0003907005400545


in Harvard Style

Mezghani M., Amel Zayani C., Amous I. and Gargouri F. (2012). AN EXTENDED ARCHITECTURE FOR ADAPTATION OF SOCIAL NAVIGATION . In Proceedings of the 8th International Conference on Web Information Systems and Technologies - Volume 1: WEBIST, ISBN 978-989-8565-08-2, pages 540-545. DOI: 10.5220/0003907005400545


in Bibtex Style

@conference{webist12,
author={Manel Mezghani and Corinne Amel Zayani and Ikram Amous and Faiez Gargouri},
title={AN EXTENDED ARCHITECTURE FOR ADAPTATION OF SOCIAL NAVIGATION},
booktitle={Proceedings of the 8th International Conference on Web Information Systems and Technologies - Volume 1: WEBIST,},
year={2012},
pages={540-545},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003907005400545},
isbn={978-989-8565-08-2},
}


in Bibtex Style

@conference{webist12,
author={Manel Mezghani and Corinne Amel Zayani and Ikram Amous and Faiez Gargouri},
title={AN EXTENDED ARCHITECTURE FOR ADAPTATION OF SOCIAL NAVIGATION},
booktitle={Proceedings of the 8th International Conference on Web Information Systems and Technologies - Volume 1: WEBIST,},
year={2012},
pages={540-545},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003907005400545},
isbn={978-989-8565-08-2},
}


in EndNote Style

TY - CONF
JO - Proceedings of the 8th International Conference on Web Information Systems and Technologies - Volume 1: WEBIST,
TI - AN EXTENDED ARCHITECTURE FOR ADAPTATION OF SOCIAL NAVIGATION
SN - 978-989-8565-08-2
AU - Mezghani M.
AU - Amel Zayani C.
AU - Amous I.
AU - Gargouri F.
PY - 2012
SP - 540
EP - 545
DO - 10.5220/0003907005400545


in EndNote Style

TY - CONF
JO - Proceedings of the 8th International Conference on Web Information Systems and Technologies - Volume 1: WEBIST,
TI - AN EXTENDED ARCHITECTURE FOR ADAPTATION OF SOCIAL NAVIGATION
SN - 978-989-8565-08-2
AU - Mezghani M.
AU - Amel Zayani C.
AU - Amous I.
AU - Gargouri F.
PY - 2012
SP - 540
EP - 545
DO - 10.5220/0003907005400545