Skip to main content

Linking User Generated Video Annotations to the Web of Data

  • Conference paper
Advances in Multimedia Modeling (MMM 2012)

Part of the book series: Lecture Notes in Computer Science ((LNISA,volume 7131))

Included in the following conference series:

Abstract

In the audiovisual domain tagging games are explored as a method to collect user-generated metadata. For example, the Netherlands Institute for Sound and Vision deployed the video labelling game Waisda? to collect user tags for videos from their collection. These tags are potentially useful to improve the access to the content within the videos. However, the uncontrolled tags allow for multiple interpretations, preventing long term access. In this paper we investigate a semi-automatic process to define the interpretation of the tags by linking them to concepts from the Linked Open Data cloud. More specifically, we investigate if existing web services are suited to find a number of candidate concepts, and if human users can select the most appropriate concept from these suggestions. We present a prototype application that supports this process and discuss the results of a user experiment where this application is used with different data sources.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 39.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Angeletou, S., Sabou, M., Motta, E.: Semantically enriching folksonomies with flor. In: Proc of the 5th ESWC. Workshop: Collective Intelligence and the Semantic Web (2008)

    Google Scholar 

  2. Bizer, C., Heath, T., Berners-Lee, T.: Linked data - the story so far. Int. J. Semantic Web Inf. Syst. 5(3), 1–22 (2009)

    Article  Google Scholar 

  3. Choudhury, S., Breslin, J.G., Passant, A.: Enrichment and Ranking of the YouTube Tag Space and Integration with the Linked Data Cloud. In: Bernstein, A., Karger, D.R., Heath, T., Feigenbaum, L., Maynard, D., Motta, E., Thirunarayan, K. (eds.) ISWC 2009. LNCS, vol. 5823, pp. 747–762. Springer, Heidelberg (2009)

    Chapter  Google Scholar 

  4. Gligorov, R., Hildebrand, M., Van Ossenbruggen, J., Schreiber, G., Aroyo, L.: On the role of user-generated metadata in audio visual collections. In: Proceedings of the International Conference on Knowledge Capture (K-CAP), pp. 145–151. ACM Press (June 2011)

    Google Scholar 

  5. Hayes, A.F., Krippendorff, K.: Answering the call for a standard reliability measure for coding data. Communication Methods and Measures 1(1), 77–89 (2007)

    Article  Google Scholar 

  6. Hildebrand, M., van Ossenbruggen, J.R., Hardman, L., Jacobs, G.: Supporting subject matter annotation using heterogeneous thesauri, a user study in web data reuse. International Journal of Human-Computer Studies 67(10), 888–903 (2009)

    Article  Google Scholar 

  7. Huurnink, B., Hollink, L., van den Heuvel, W., de Rijke, M.: Search behavior of media professionals at an audiovisual archive: A transaction log analysis. Journal of the American Society for Information Science and Technology 61(6), 1180–1197 (2010)

    Google Scholar 

  8. Maali, F., Cyganiak, R., Peristeras, V.: Re-using cool uris: Entity reconciliation against lod hubs. In: Proceedings of the 4th Linked Data on the Web (LDOW) Workshop at the World Wide Web Conference, WWW (2011)

    Google Scholar 

  9. Oomen, J., Belice Baltussen, L., Limonard, S., van Ees, A., Brinkerink, M., Aroyo, L., Vervaart, J., Asaf, K., Gligorov, R.: Emerging practices in the cultural heritage domain - social tagging of audiovisual heritage. In: Proceedings of the WebSci 2010: Extending the Frontiers of Society On-Line, Raleigh, US (April 2010)

    Google Scholar 

  10. Overell, S.E., Sigurbjörnsson, B., van Zwol, R.: Classifying tags using open content resources. In: Baeza-Yates, R.A., Boldi, P., Ribeiro-Neto, B.A., Cambazoglu, B.B. (eds.) WSDM, pp. 64–73. ACM (2009)

    Google Scholar 

  11. Prud’hommeaux, E., Seaborne, A.: SPARQL Query Language for RDF. W3C Recommendation (2008)

    Google Scholar 

  12. Tummarello, G., Delbru, R., Oren, E.: Sindice.com: Weaving the Open Linked Data. In: Aberer, K., Choi, K.-S., Noy, N., Allemang, D., Lee, K.-I., Nixon, L.J.B., Golbeck, J., Mika, P., Maynard, D., Mizoguchi, R., Schreiber, G., Cudré-Mauroux, P. (eds.) ASWC 2007 and ISWC 2007. LNCS, vol. 4825, pp. 552–565. Springer, Heidelberg (2007)

    Chapter  Google Scholar 

  13. van Zwol, R., Garcia, L., Ramirez, G., Sigurbjornsson, B., Labad, M.: Video tag game. In: Proceedings of the 17th International World Wide Web Conference (WWW 2008), Beijing, China (April 2008)

    Google Scholar 

  14. von Ahn, L., Dabbish, L.: Labeling images with a computer game. In: CHI 2004: Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, pp. 319–326. ACM Press, New York (2004)

    Chapter  Google Scholar 

  15. Vossen, P., Maks, I., Segers, R., van der Vliet, H.: Integrating lexical units, synsets and ontology in the Cornetto database. In (ELRA), E.L.R.A. (ed.) Proceedings of the Sixth International Language Resources and Evaluation, LREC 2008 (2008)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2012 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Hildebrand, M., van Ossenbruggen, J. (2012). Linking User Generated Video Annotations to the Web of Data. In: Schoeffmann, K., Merialdo, B., Hauptmann, A.G., Ngo, CW., Andreopoulos, Y., Breiteneder, C. (eds) Advances in Multimedia Modeling. MMM 2012. Lecture Notes in Computer Science, vol 7131. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-27355-1_74

Download citation

  • DOI: https://doi.org/10.1007/978-3-642-27355-1_74

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-27354-4

  • Online ISBN: 978-3-642-27355-1

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics