HUMAN COMPUTER COLLABORATION TO IMPROVE ANNOTATIONS IN SEMANTIC WIKIS

Anne Boyer, Armelle Brun, Hala Skaf-Molli

2010

Abstract

Semantic wikis are promising tools for producing structured and unstructured data. However, they suffer from a lack of user provided semantic annotations, resulting in a loss of efficiency, despite of their high potential. We propose a system that suggests automatically computed annotations to users in peer to peer semantic wikis. Users only have to validate, complete, modify, refuse or ignore these suggested annotations. Therefore, the annotation task becomes easier, more users will provide annotations. The system is based on collaborative filtering recommender systems, it does not exploit the content of the pages but the usage made on these pages by the users. The resulting semantic wikis contain several kinds of annotations with different status: human, computer or human-computed provided annotations.

References

  1. Adomavicius, G. and Tuzhilin, A. (2005). Toward the next generation of recommender systems: A survey of the state-of-the-art. IEEE transactions on knowledge and data engineering, 17(6):734-749.
  2. Bonnin, G., Brun, A., and Boyer, A. (2009). A low-order markov model integrating long-distance histories for collaborative recommender systems. In Proceedings of the ACM International Conference on Intelligent User Interfaces (IUI'09), pages 57-66, Sanibel Islands, USA.
  3. Buffa, M., Gandon, F. L., Ereteo, G., Sander, P., and Faron, C. (2008). Sweetwiki: A semantic wiki. Journal of Web Semantics, 6(1):84-97.
  4. Durao, F. and Dolog, P. (2009). Tag-based recommendation in kiwi. In Fourth Workshop on Semantic Wikis (SemWiki2009) at the 5th European Semantic Web Conference (ESWC 2009).
  5. Goldberg, D., Nichols, D., Oki, B., and Terry, D. (1992). Using collaborative filtering to weave an information tapestry. Communications of the ACM, 35(12):61-70.
  6. Krötzsch, M., Vrandecic, D., Völkel, M., Haller, H., and Studer, R. (2007). Semantic wikipedia. Journal of Web Semantic, 5(4):251-261.
  7. Mobasher, B. (2007). Data Mining for Web Personalization, chapter 3, pages 90-135. LNCS 4321 - Brusilovsky, P. and Kobsa, A. and Nejdl, W.
  8. O'Connor, M. and Herlocker, J. (1999). Clustering items for collaborative filtering. In Proceedings of the 22th Annual International ACM SIGIR Conference.
  9. Pazzani, M. and Billsus, D. (2007). The Adaptive Web, chapter Content-Based Recommendation Systems, pages 325-341. Springer Berlin / Heidelberg.
  10. Reeve, L. and Han, H. (2005). Survey of semantic annotation platforms. In Proceedings of the 2005 ACM Symposium on Applied Computing.
  11. Sarwar, B., Karypis, G., Konstan, J., and Reidl, J. (2001). Item-based collaborative filtering recommendation algorithms. In World Wide Web, pages 285-295.
  12. Skaf-Molli, H., Rahhal, C., and Molli, P. (2009). Peerto-peer semantic wikis. In Bhowmick, S. S., K üng, J., and Wagner, R., editors, DEXA, volume 5690 of LNCS, pages 196-213. Springer.
  13. Weiss, S., Urso, P., and Molli, P. (2007). Wooki: a p2p wikibased collaborative writing tool. In Web Information Systems Engineering, Nancy, France. Springer.
  14. Yong, W., Zhanhuai, L., and Yang, Z. (2005). Mining sequential association-rule for improving web document prediction. In Proceedings of the Sixth International Conference on Computational Intelligence and Multimedia Applications (ICCIMA'05).
Download


Paper Citation


in Harvard Style

Boyer A., Brun A. and Skaf-Molli H. (2010). HUMAN COMPUTER COLLABORATION TO IMPROVE ANNOTATIONS IN SEMANTIC WIKIS . In Proceedings of the 6th International Conference on Web Information Systems and Technology - Volume 2: WEBIST, ISBN 978-989-674-025-2, pages 89-94. DOI: 10.5220/0002797900890094


in Bibtex Style

@conference{webist10,
author={Anne Boyer and Armelle Brun and Hala Skaf-Molli},
title={HUMAN COMPUTER COLLABORATION TO IMPROVE ANNOTATIONS IN SEMANTIC WIKIS},
booktitle={Proceedings of the 6th International Conference on Web Information Systems and Technology - Volume 2: WEBIST,},
year={2010},
pages={89-94},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002797900890094},
isbn={978-989-674-025-2},
}


in EndNote Style

TY - CONF
JO - Proceedings of the 6th International Conference on Web Information Systems and Technology - Volume 2: WEBIST,
TI - HUMAN COMPUTER COLLABORATION TO IMPROVE ANNOTATIONS IN SEMANTIC WIKIS
SN - 978-989-674-025-2
AU - Boyer A.
AU - Brun A.
AU - Skaf-Molli H.
PY - 2010
SP - 89
EP - 94
DO - 10.5220/0002797900890094