Recommending tags for pictures based on text, visual content and user context

Proceedings - 3rd International Conference on Internet and Web Applications and Services, ICIW 2008

Volumn , Issue , 2008, Pages 506-511

  Lindstaedt, Stefanie ^a   Pammer, Viktoria ^a,b   Mörzinger, Roland ^c   Kern, Roman ^a   Mülner, Helmut ^c   Wagner, Claudia ^c  

^a KNOW CENTER   (Austria)

^b GRAZ UNIVERSITY OF TECHNOLOGY   (Austria)

^c JOANNEUM RESEARCH   (Austria)

Author keywords

[No Author keywords available]

Indexed keywords

LEARNING SYSTEMS;

INTERNATIONAL CONFERENCES; USER CONTEXT; VISUAL CONTENTS; WEB APPLICATIONS;

VISUAL COMMUNICATION;

EID: 51049123134     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIW.2008.26     Document Type: Conference Paper

References (12)

1. J. S. Breese, D. Heckerman, and C. Kadie, "Empirical analysis of predictive algorithms for collaborative filtering," in Proceedings of the Fourteenth Annual Conference on Uncertainty in Artificial Intelligence, 1998, pp. 43-52.
2. R. Mörzinger, R. Sorschag, G. Thallinger, and S. Lindstaedt, "Automatic image annotation using visual content and folksonomies," in Proceedings of the Metadata Mining for Image Understanding Workshop at VISAPP2008, Funchal, Madeira, Portugal, January 2008.
3. C. Fellbaum, Ed., WordNet: An Electronic Lexical Database. The MIT Press, May 1998.
4. R. A. Baeza-Yates and B. A. Ribeiro-Neto, Modern Information Retrieval. ACM Press / Addison-Wesley, 1999.
5. M. Deshpande and G. Karypis, "Item-based top-n recommendation algorithms," ACM Trans. Inf. Syst., vol. 22, no. 1, pp. 143-177, 2004.
6. M. F. Trujillo, M. Millán, and E. Ortiz, "A recommender system based on multi-features." in ICCSA (2), ser. Lecture Notes in Computer Science, O. Gervasi and M. L. Gavrilova, Eds., vol. 4706. Springer, 2007, pp. 370-382.
7. G. Adomavicius and A. Tuzhilin, "Toward the next generation of recommender systems: A survey of the state-of-the-art and possible extensions," IEEE Transactions on Knowledge and Data Engineering, vol. 17, no. 6, pp. 734-749, 2005.
8. J. Duch and A. Arenas, "Community detection in complex networks using extremal optimization," Physical Review E, vol. 72, p. 027104, 2005.
9. P. Schmitz, "Inducing ontology from flickr tags," in Proceedings of the Collaborative Web Tagging Workshop at WWW2006, Edinburgh, Scotland, May 2006.
10. T. Rattenbury, N. Good, and M. Naaman, "Towards automatic extraction of event and place semantics from flickr tags," in SIGIR '07: Proceedings of the 30th annual international ACM SIGIR conference. New York, NY, USA: ACM Press, 2007, pp. 103-110.
11. N. Ide and J. Véronis, "Introduction to the Special Issue on Word Sense Disambiguation: The State of the Art," Computational Linguistics, vol. 24, no. 1, pp. 1-40, 1998.
12. X. Li, S. Szpakowicz, and S. Matwin, "A WordNet-based algorithm for word sense disambiguation," in Proceedings of the Fourteenth International Joint Conference on Artificial Intelligence, IJCAI 95, Montréal, Québec, Canada, August 20-25 1995, pp. 1368-1374.