Bridging the gap between tagging and querying vocabularies: Analyses and applications for enhancing multimedia IR

Journal of Web Semantics

Volumn 8, Issue 2-3, 2010, Pages 97-109

  Bischoff, Kerstin ^a   Firan, Claudiu S ^a   Nejdl, Wolfgang ^a   Paiu, Raluca ^a  

^a L3S RESEARCH CENTER   (Germany)

Author keywords

Knowledge discovery; Tag analysis; Tag recommendation; Web 2.0; Web information retrieval

Indexed keywords

COLLABORATIVE TAGGING; GROUND TRUTH; HIGH QUALITY; KNOWLEDGE DISCOVERY; MULTIMEDIA RESOURCES; MULTIPLE DOMAINS; TAGGING SYSTEMS; USER JUDGEMENTS; WEB 2.0; WEB INFORMATION RETRIEVAL; WEB RESOURCES;

INFORMATION RETRIEVAL; METADATA; THESAURI; WORLD WIDE WEB;

MULTIMEDIA SYSTEMS;

EID: 77955227370     PISSN: 15708268     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.websem.2010.04.004     Document Type: Article

References (39)

1. R. Abbasi, S. Chernov, W. Nejdl, R. Paiu, and S. Staab Exploiting flickr tags and groups for finding landmark photos Proceedings of the 31th European Conference on IR Research (ECIR 2009), Lecture Notes in Computer Science, vol. 5478 2009 Springer
2. M. Ames, and M. Naaman Why we tag: motivations for annotation in mobile and online media Proceedings of the ACM SIGCHI Conference on Human Factors in Computing (CHI 2007) 2007 ACM
3. M. Aurnhammer, P. Hanappe, L. Steels, Integrating collaborative tagging and emergent semantics for image retrieval, in: Workshop on Collaborative Web Tagging, held at the 15th International World Wide Web Conference, 2006.
4. S. Bao, X. Wu, B. Fei, G. Xue, Z. Su, and Y. Yu Optimizing web search using social annotations Proceedings of the 16th International World Wide Web Conference (WWW2007) 2007 ACM
5. K. Bischoff, C.S. Firan, C. Kadar, W. Nejdl, and R. Paiu Automatically identifying tag types Proceedings of the 5th International Conference on Advanced Data Mining and Applications (ADMA 2009), Lecture Notes in Computer Science, vol. 5678 2009 Springer
6. K. Bischoff, C.S. Firan, W. Nejdl, and R. Paiu Can all tags be used for search? Proceedings of the 17th ACM conference on Information and Knowledge Management (CIKM'08) 2008 ACM
7. K. Bischoff, C.S. Firan, W. Nejdl, and R. Paiu How do you feel about "dancing queen"?: deriving mood & theme annotations from user tags Proceedings of the 2009 Joint International Conference on Digital Libraries (JCDL 2009) 2009 ACM
8. K. Bischoff, C.S. Firan, and R. Paiu Deriving music theme annotations from user tags Proceedings of the 18th World Wide Web Conference (WWW2009) 2009 ACM
9. A. Blum, and T. Mitchell Combining Labeled and Unlabeled Data with Co-training 1998 Morgan Kaufmann Publishers
10. D. Carmel, N. Zwerdling, I. Guy, S. Ofek-Koifman, N. Har'el, I. Ronen, E. Uziel, S. Yogev, and S. Chernov Personalized social search based on the user's social network Proceedings of the 18th ACM Conference on Information and Knowledge Management (CIKM'09) 2009 ACM
11. L. Chen, P. Wright, and W. Nejdl Improving music genre classification using collaborative tagging data Proceedings of the 2nd ACM International Conference on Web Search and Data Mining (WSDM 2009) 2009 ACM
12. M. Claypool, P. Le, M. Waseda, and D. Brown Implicit interest indicators Proceedings of the ACM Intelligent User Interfaces Conference (IUI) 2000 ACM
13. J. Cohen A coefficient of agreement for nominal scales Educational and Psychological Measurement 20 1 1960 37 46
14. M. Dubinko, R. Kumar, J. Magnani, J. Novak, P. Raghavan, and A. Tomkins Visualizing tags over time Proceedings of the 15th International World Wide Web Conference (WWW2006) 2006 ACM
15. P. Dunker, S. Nowak, A. Begau, and C. Lanz Content-based mood classification for photos and music: a generic multi-modal classification framework and evaluation approach Proceedings of the 1st ACM International Conference on Multimedia Information Retrieval (MIR'08) 2008 ACM
16. D. Eck, P. Lamere, T. Bertin-Mahieux, and S. Green Automatic generation of social tags for music recommendation Advances in Neural Information Processing Systems 20, Proceedings of the Twenty-First Annual Conference on Neural Information Processing Systems (NIPS) 2007 MIT Press
17. P. Ekman, and H. Oster Facial expressions of emotion Annual Reviews in Psychology 30 1979 527 554
18. B. Fasel, and J. Luettin Automatic facial expression analysis: a survey Pattern Recognition 36 1 2003 259 275
19. Y. Feng, Y. Zhuang, and Y. Pan Popular music retrieval by detecting mood Proceedings of the 26th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2003) 2003 ACM
20. C.S. Firan, W. Nejdl, and R. Paiu The benefit of using tag-based profiles Proceedings of the Fifth Latin American Web Congress (LA-Web 2007) 2007 IEEE Computer Society
21. S.A. Golder, and B.A. Huberman Usage patterns of collaborative tagging systems Journal of Information Science 32 2 2006 198 208
22. H. Halpin, V. Robu, and H. Shepherd The complex dynamics of collaborative tagging Proceedings of the 16th International World Wide Web Conference (WWW2007) 2007 ACM
23. P. Heymann, G. Koutrika, and H. Garcia-Molina Can social bookmarking improve web search? Proceedings of the 1st ACM International Conference on Web Search and Data Mining (WSDM 2008) 2008 ACM
24. A. Hotho, R. Jäschke, C. Schmitz, and G. Stumme Information retrieval in folksonomies: Search and ranking The Semantic Web: Research and Applications, Proceedings of the 3rd European Semantic Web Conference (ESWC 2006), Lecture Notes in Computer Science, vol. 4011 2006 Springer
25. P. Knees, T. Pohle, M. Schedl, and G. Widmer A music search engine built upon audio-based and web-based similarity measures Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2007) 2007 ACM
26. J.R. Landis, and G.G. Koch The measurement of observer agreement for categorical data Biometrics 33 1 1977 159 174
27. M. Levy, and M. Sandler A semantic space for music derived from social tags Proceedings of the 8th International Society for Music Information Retrieval Conference (ISMIR 2007) 2007
28. D. Liu, L. Lu, and H.-J. Zhang Automatic mood detection from acoustic music data Proceedings of the 4th International Society for Music Information Retrieval Conference (ISMIR 2003) 2003
29. C. Marlow, M. Naaman, D. Boyd, and M. Davis Ht06, tagging paper, taxonomy, flickr, academic article, to read Proceedings of the 17th ACM Conference on Hypertext and Hypermedia (HYPERTEXT 2006) 2006 ACM
30. M. Naaman, and R. Nair Zonetag's collaborative tag suggestions: what is this person doing in my phone? IEEE MultiMedia 15 3 2008 34 40
31. G. Pass, A. Chowdhury, and C. Torgeson A picture of search Proceedings of the 1st International Conference on Scalable Information Systems (Infoscale 2006) 2006 ACM
32. T. Rattenbury, N. Good, and M. Naaman Towards automatic extraction of event and place semantics from flickr tags Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2007) 2007 ACM
33. S. Sen, S.K. Lam, A.M. Rashid, D. Cosley, D. Frankowski, J. Osterhouse, F.M. Harper, and J. Riedl Tagging, communities, vocabulary, evolution Proceedings of the 2006 ACM Conference on Computer Supported Cooperative Work (CSCW 2006) 2006 ACM
34. P. Shaver, J. Schwartz, D. Kirson, and C. O'Connor Emotion knowledge: further exploration of a prototype approach Journal of Personality and Social Psychology 52 6 1987 1061 1086
35. B. Sigurbjörnsson, and R. van Zwol Flickr tag recommendation based on collective knowledge Proceedings of the 17th World Wide Web Conference (WWW2008) 2008 ACM
36. S. Sood, S. Owsley, K. Hammond, and L. Birnbaum Tagassist: automatic tag suggestion for blog posts Proceedings of the International Conference on Weblogs and Social Media (ICWSM 2007) 2007
37. R.E. Thayer The Biopsychology of Mood and Arousal 1989 Oxford University Press
38. Z. Xu, Y. Fu, J. Mao, and D. Su Towards the semantic web: collaborative tag suggestions, Workshop on Collaborative Web Tagging, held at the 15th International World Wide Web Conference 2006
39. A. Zollers Emerging motivations for tagging: expression, performance, and activism, Workshop on Tagging and Metadata for Social Information Organization, held at the 16th International World Wide Web Conference 2007