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
hru: How are you; btw: by the way
References
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
Aleksy M, Butter T, Schader M (2008) Architecture for the development of context-sensitive mobile applications. Mobile Inf Syst 4(2):105–117
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
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
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
Carvalho RF, Chapman S, Ciravegna F (2009) Attributing semantics to personal photographs. Multimed Tools Appl 42(1):73–96
Christensen CB (2001) Place and experience: a philosophical topography. Mind, Oxford University Press, Volume 110, Number 439, 1 July 2001, pp 789-792(4)
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
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
Frank AU (1996) Qualitative spatial reasoning: cardinal directions as an example. Int J Geogr Inf Sci 10(3):269–290
Goyal RK, Egenhofer M (2001) Cardinal directions between extended spatial objects. IEEE Trans Knowl Data Eng (in press)
Gulliver SR, Ghinea G, Patel M, Serif T (2007) A context-aware Tour Guide: user implications. Mobile Inf Syst 3(2):71–88
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
Hammiche S, Lopez B, Benbernou S, Hacid M-S (2008) Query rewriting for semantic multimedia data retrieval. Adv Comput Intel Ind Syst, 351-372
Heesch D (2008) A survey of browsing models for content based image retrieval. Multimed Tools Appl 40(2):261–284
Hendler J (2008) Web 3.0: chicken farms on the semantic web. Computer 41(1):106–108
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
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
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
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
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
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
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
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
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
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
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
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
Ressler J, Dean M (2007) Geospatial ontology trade study. Ontology for the Intelligence Community (OIC-2007), Columbia, Maryland
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
Salton G, Wong A, Yang CS (1975) A vector space model for automatic indexing. Commun ACM 18(11):613–620
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
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
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
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
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
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
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
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
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
Voorhees EM (1999) The TREC-8 question answering track report. In Proceedings of the 8th Text Retrieval Conference, Gaithersburg, Maryland, USA, pp 77-82
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
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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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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DOI: https://doi.org/10.1007/s11042-010-0502-6