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Towards the semantic and context-aware management of mobile multimedia

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Abstract

Users of mobile devices can nowadays easily create large quantities of mobile multimedia documents tracing significant events attended, places visited or, simply, moments of their everyday life. However, they face the challenge of organizing these documents in order to facilitate searching through them at a later time and sharing them with other users. We propose using context awareness and semantic technologies in order to improve and facilitate the organization, annotation, retrieval and sharing of personal mobile multimedia documents. Our approach combines metadata extracted and enriched automatically from the users’ context with annotations provided manually by the users and with annotations inferred by applying user-defined rules to context features. These new contextual metadata are integrated into the processes of annotation, sharing and keyword-based retrieval.

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Notes

  1. http://www.acdsee.com/

  2. http://www.flickr.com/map/

  3. http://images.google.com

  4. http://video.google.com

  5. http://www.picsearch.com

  6. http://www.flickr.com/

  7. www.youtube.com/

  8. http://www.geonames.org/.

  9. http://www.w3.org/TR/rdf-sparql-query/

  10. hru: How are you; btw: by the way

  11. http://java.sun.com/javame/index.jsp

  12. http://www.osgi.org/

  13. http://jena.sourceforge.net/

  14. http://www.geonames.org/export/ws-overview.html

  15. http://ashburnarcweb.esri.com/

  16. http://jena.sourceforge.net/

  17. http://www.flickr.com/services/api/

References

  1. Aizawa K, Hori T, Kawasaki S, Ishikawa T (April 20, 2004) Capture and efficient retrieval of life log, Pervasive 2004 Workshop on Memory and Sharing Experiences pp.15-20, Vienna, Austria

  2. Aleksy M, Butter T, Schader M (2008) Architecture for the development of context-sensitive mobile applications. Mobile Inf Syst 4(2):105–117

    Google Scholar 

  3. Ames M, Naaman M (2007) Why we tag: motivations for annotation in mobile and online media. CHI '07: Proceedings of the SIGCHI conference on Human factors in computing systems. CHI '07. ACM, New York, NY, 971-980

  4. Bloehdorn S, Petridis K, Saathoff C, Simou N, Tzouaras V, Avrithis Y, Handschuh S, Kompatsiaris Y, Staab S, Strintzis MG (2005) Semantic annotation of images and videos for multimedia analysis, in: Proceedings of the 2nd European Semantic Web

  5. Buscaldi D, Rosso P, Peris P (August 2006) Inferring geographical ontologies from multiple resources for geographical information retrieval. In: C Jones, R Purves (eds) Proceedings of 3rd SIGIR Workshop on Geographical Information Retrieval

  6. Carvalho RF, Chapman S, Ciravegna F (2009) Attributing semantics to personal photographs. Multimed Tools Appl 42(1):73–96

    Article  Google Scholar 

  7. Christensen CB (2001) Place and experience: a philosophical topography. Mind, Oxford University Press, Volume 110, Number 439, 1 July 2001, pp 789-792(4)

  8. Dey AK, Abowd GD (2000) Towards a better understanding of context and context-awareness. HUC '99: Proceedings of the 1st international symposium on Handheld and Ubiquitous Computing, Springer-Verlag, London, UK, 304-307

  9. Filho JB, Martin H (2008) QACBAC: an owner-centric QoC-aware context-based access control model for pervasive environments. In Proceedings of the SIGSPATIAL ACM GIS 2008 international Workshop on Security and Privacy in GIS and LBS (Irvine, California, November 04 - 04, 2008). SPRINGL '08. ACM, New York, NY, 30-38

  10. Frank AU (1996) Qualitative spatial reasoning: cardinal directions as an example. Int J Geogr Inf Sci 10(3):269–290

    Article  Google Scholar 

  11. Goyal RK, Egenhofer M (2001) Cardinal directions between extended spatial objects. IEEE Trans Knowl Data Eng (in press)

  12. Gulliver SR, Ghinea G, Patel M, Serif T (2007) A context-aware Tour Guide: user implications. Mobile Inf Syst 3(2):71–88

    Google Scholar 

  13. Guo B, Satake S (2008) Michita Imai: home-explorer: ontology-based physical artifact search and hidden object detection system. Mobile Inf Syst 4(2):81–103

    Google Scholar 

  14. Hammiche S, Lopez B, Benbernou S, Hacid M-S (2008) Query rewriting for semantic multimedia data retrieval. Adv Comput Intel Ind Syst, 351-372

  15. Heesch D (2008) A survey of browsing models for content based image retrieval. Multimed Tools Appl 40(2):261–284

    Article  Google Scholar 

  16. Hendler J (2008) Web 3.0: chicken farms on the semantic web. Computer 41(1):106–108

    Article  Google Scholar 

  17. Hollink L, Nguyen G, Schreiber G, Wielemaker J, Wielinga B, Worring M (2004) Adding spatial semantics to image annotations. Proc. of 4th International Workshop on Knowledge Markup and Semantic Annotation

  18. Jones CB, Alani H, Tudhope D (2001) Geographical information retrieval with ontologies of place. In Proceedings of the international Conference on Spatial information theory. Lecture Notes In Computer Science, vol. 2205. Springer-Verlag, London, 322-335

  19. Koolwaaij J, Tarlano A, Luther M, Nurmi P, Mrohs B, Battestini A, Vaidya R (2006) Context watcher: sharing context information in everyday life. Web Technologies, Applications, and Services: WTAS 2006: Acta Press 2006

  20. Liu Y, Zhang D, Lu G, Ma WY (2007) A survey of content-based image retrieval with high-level semantics. Pattern Recognit 40(1):262–282

    Article  MATH  Google Scholar 

  21. Lux M, Klieber W, Granitzer M (2004) Caliph & Emir: semantics in multimedia retrieval and annotation, Proceedings of 19th International CODATA Conference: The Information Society: New Horizons for Science, Berlin, Germany

  22. Matellanes A, Evans A, Erdal B (May, 2006) Creating an application for automatic annotations of images and video. Proc. of 1st International Workshop on Semantic Web Annotations for Multimedia (SWAMM), Edinburgh, Scotland

  23. Miron AD, Gensel J, Villanova-Oliver M (2007) Towards the geo-spatial querying of the semantic web with ONTOAST. 7th International Symposium on Web and Wireless GIS (W2GIS 2007), Cardiff, UK

  24. Moisuc B, Davoine PA, Gensel J, Martin H (2005) Design of spatio-temporal information systems for natural risk management with an object-based knowledge representation approach. Geomatica 59

  25. Monaghan F, O'Sullivan D (2006) Automating photo annotation using services and ontologies, MDM'06: Proceedings of the 7th International Conference on Mobile Data Management. IEEE Computer Society, Washington, pp 79–83

    Google Scholar 

  26. Naaman M, Harada S, Wang Q, Garcia-Molina H, Paepcke A (2004) Context data in geo-referenced digital photo collections. MULTIMEDIA '04: Proceedings of the 12th annual ACM international conference on Multimedia, 196-203, New York, NY, USA

  27. O'Hare N, Gurrin C, Jones GJF, Lee H, O'Connor NE, Smeaton AF (2007) Using text search for personal photo collections with the MediAssist system. In Proceedings of ACM SAC 2007

  28. Raento M, Oulasvirta A, Petit R, Toivonen H (2005) 2005. ContextPhone: a prototyping platform for context-aware mobile applications. Pervasive Computing, IEEE 4:51–59

    Article  Google Scholar 

  29. Ressler J, Dean M (2007) Geospatial ontology trade study. Ontology for the Intelligence Community (OIC-2007), Columbia, Maryland

  30. Riley M, Heinen E, Ghosh J (2008) A text retrieval approach to content-based audio retrieval, Proceedings of the Ninth International Conference on Music Information Retrieval, September

  31. Salton G, Wong A, Yang CS (1975) A vector space model for automatic indexing. Commun ACM 18(11):613–620

    Article  MATH  Google Scholar 

  32. Sarvas R, Herrarte E, Wilhelm A, Davis M (2004) Metadata creation system for mobile images. MobiSys '04: Proceedings of the 2nd international conference on Mobile systems, applications, and services, ACM, Boston, MA, USA, 36-48

  33. Schroeter R, Hunter J, Kosovic D (2003) Vannotea, A collaborative video indexing, annotation and discussion system for broadband networks, in: Proceedings of the K-CAP 2003 Workshop on Knowledge Markup and Semantic Annotation, October 2003, Florida

  34. Schweer A, Hinze A. The Digital Parrot: Combining Context-Awareness and Semantics to Augment Memory, Workshop "Supporting Human Memory with Interactive Systems", HCI Conference, September 4th, 2007, Lancaster, UK

  35. Tuffield M, Harris S, Dupplaw DP, Chakravarthy A, Brewster C, Gibbins N, O'Hara K, Ciravegna F, Sleeman D, Wilks Y, Shadbolt NR (2006) Image annotation with Photocopain. In: First International Workshop on Semantic Web Annotations for Multimedia (SWAMM 2006) at WWW2006, May 2006, Edinburgh, United Kingdom

  36. Uren V, Cimiano P, Iria J, Handschuh S, Vargas-Vera M, Motta E, Ciravegna F (2006) Semantic annotation for knowledge management: requirements and a survey of the state of the art. Web Semant Sci Serv Agents World Wide Web 4:14–28

    Article  Google Scholar 

  37. Viana W, Castro RMC, Machado J, Filho B, Magalhaes K, Giovano C (2004) Mobis: a solution for the development of secure applications for mobile device. In: ICT: International Conference on Telecommunications, 11th, Fortaleza-CE, Brazil. Lecture Notes in Computer Science, Vol. 3124, pp 1015-1022, 2004

  38. Viana W, Andrade RMC (2008) XMobile: a MB-UID environment for semi-automatic generation of adaptive applications for mobile devices (2008a). J Syst Softw 81(3):382–394

    Article  Google Scholar 

  39. Viana W, Bringel F, Gensel J, Villanova-Oliver M, Martin H (2007) PhotoMap automatic spatiotemporal annotation for mobile photos. Lect Notes Comput Sci 4857:187–201

    Article  Google Scholar 

  40. Viana W, Bringel F, Gensel J, Villanova-Oliver M, Martin H (2008) PhotoMap: from location and time to context-aware photo annotations. J Location Based Serv 2(3):211–235

    Article  Google Scholar 

  41. Voorhees EM (1999) The TREC-8 question answering track report. In Proceedings of the 8th Text Retrieval Conference, Gaithersburg, Maryland, USA, pp 77-82

  42. Wang S, Jing F, Jing F, He J, Du Q, Zhang L. IGroup: presenting web image search results in semantic clusters. In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems. CHI '07. ACM

  43. Yamaba T, Takagi A, Nakajima T (2005) Citron: a context information acquisition framework for personal devices, Proc. of 11th International Conference on Embedded and real-Time Computing Systems and Applications, 489-495

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Correspondence to Windson Viana.

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Viana, W., Miron, A.D., Moisuc, B. et al. Towards the semantic and context-aware management of mobile multimedia. Multimed Tools Appl 53, 391–429 (2011). https://doi.org/10.1007/s11042-010-0502-6

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