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Personalized Video Browsing and Retrieval in a Semantic-Based Learning Environment

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Part of the book series: Communications in Computer and Information Science ((CCIS,volume 19))

Abstract

The paper presents an ontological approach for enabling semantic-aware information retrieval and browsing framework facilitating the user access to its preferred contents. Through the ontologies the system will express key entities and relationships describing learning material in a formal machine-processable representation. An ontology-based knowledge representation could be used for content analysis and concept recognition, for reasoning processes and for enabling user-friendly and intelligent multimedia content search and retrieval.

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References

  1. Tjondronegoro, D., Spink, A.: Web search engine multimedia functionality. Information Processing and Management 44, 340–357 (2008)

    Article  Google Scholar 

  2. Bloehdorn, S., Petridis, K., Simou, N., Tzouvaras, V., Avrithis, Y., Handschuh, S., Kompatsiaris, Y., Staab, S., Strintzis, M.G.: Knowledge Representation for Semantic Multimedia Content Analysis and Reasoning. In: Proceedings of the European Workshop on the Integration of Knowledge, Semantics and Digital Media Technology (2004)

    Google Scholar 

  3. Calic, J., Campbell, N., Dasiopoulou, S., Kompatsiaris, Y.: A Survey on Multimodal Video Representation for Semantic Retrieval. In: The Third International Conference on Computer as a tool (Eurocon 2005). IEEE, Los Alamitos (2005)

    Google Scholar 

  4. Carbonaro, A.: Defining personalized learning views of relevant learning objects in a collaborative bookmark management system. In: Web-Based Intelligent e-Learning Systems: Technologies and Applications. Idea Group Inc. (2005)

    Google Scholar 

  5. Carbonaro, A., Ferrini, R.: Considering semantic abilities to improve a Web-Based Distance Learning System. In: ACM International Workshop on Combining Intelligent and Adaptive Hypermedia Methods/Techniques in Web-based Education Systems (2005)

    Google Scholar 

  6. Dowman, M., Tablan, V., Cunningham, H., Popov, B.: Web-assisted annotation, semantic indexing and search of television and radio news. In: Proceedings of the 14th international conference on World Wide Web, pp. 225–234 (2005)

    Google Scholar 

  7. Grana, C., Tardini, G., Cucchiara, R.: MPEG-7 Compliant Shot Detection in Sport Videos. In: Proceedings of IEEE International Symposium on Multimedia (ISM 2005), Irvine, California, USA, December 12-14, 2005, pp. 395–402 (2005)

    Google Scholar 

  8. ISO/IEC. Overview of the MPEG-7 Standard (version 8). ISO/IEC JTC1/SC29/WG11/N4980, Klagenfurt (July 2002)

    Google Scholar 

  9. Smeulders, A.W.M., Worring, M., Santini, S., Gupta, A., Jain, R.: Content based image retrievals at the end of the early years. IEEE Trans. on Pattern Analysis and Machine Intelligence 22(12), 1349–1380 (2000)

    Article  Google Scholar 

  10. Carbonaro, R.F.: Ontology-based Video Annotation in Multimedia Entertainment. In: Proc. 3rd IEEE International Workshop on Networking Issues in Multimedia Entertainment (NIME 2007) - 2007 4th IEEE Communications and Networking Conference (CCNC 2007), Las Vegas, USA. IEEE Communications Society, Los Alamitos (2007)

    Google Scholar 

  11. Lytras, M.D., Naeve, A. (eds.): Intelligent Learning Infrastructure for Knowledge Intensive Organizations. Information Science Publishing, London (2005)

    Google Scholar 

  12. Mendes, M.E.S., Sacks, L.: Dynamic Knowledge Representation for e-Learning Applications. In: Nikravesh, M., Zadeh, L.A., Azvin, B., Yager, R. (eds.) Enhancing the Power of the Internet - Studies in Fuzziness and Soft Computing, vol. 139, pp. 255–278. Springer, Heidelberg (2004)

    Google Scholar 

  13. Dai, H., Mobasher, B.: Integrating semantic knowledge with web usage mining for personalization. In: Scime, A. (ed.) Web Mining: Applications and Techniques. Idea Group, Hershey

    Google Scholar 

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Miltiadis D. Lytras John M. Carroll Ernesto Damiani Robert D. Tennyson David Avison Gottfried Vossen Patricia Ordonez De Pablos

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© 2008 Springer-Verlag Berlin Heidelberg

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Carbonaro, A. (2008). Personalized Video Browsing and Retrieval in a Semantic-Based Learning Environment. In: Lytras, M.D., et al. The Open Knowlege Society. A Computer Science and Information Systems Manifesto. WSKS 2008. Communications in Computer and Information Science, vol 19. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-87783-7_20

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  • DOI: https://doi.org/10.1007/978-3-540-87783-7_20

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-87782-0

  • Online ISBN: 978-3-540-87783-7

  • eBook Packages: Computer ScienceComputer Science (R0)

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