Download Adaptive Multimedia Retrieval. Context, Exploration, and by Stephan Baumann, Rafael Schirru, Bernhard Streit (auth.), PDF

By Stephan Baumann, Rafael Schirru, Bernhard Streit (auth.), Marcin Detyniecki, Peter Knees, Andreas Nürnberger, Markus Schedl, Sebastian Stober (eds.)

ISBN-10: 3642271685

ISBN-13: 9783642271687

This ebook constitutes the refereed complaints of the eighth overseas convention on Adaptive Multimedia Retrieval, AMR 2010, held in Linz, Austria, in August 2010. The 14 revised complete papers and the invited contribution awarded have been conscientiously reviewed and chosen from a number of submissions. The papers are prepared in topical sections on Context-based personalization; media info fusion; video retrieval; audio and tune retrieval; adaptive similarities; and discovering and organizing.

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Extra resources for Adaptive Multimedia Retrieval. Context, Exploration, and Fusion: 8th International Workshop, AMR 2010, Linz, Austria, August 17-18, 2010, Revised Selected Papers

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When the user provides a new query, the elements of his current profile are divided by 2 in order to decrease the importance of his previous goals while emphasizing the goals expressed through the new query; 9. This query is considered by re-starting the step 2. The ontology-based vector representations enable a very simple filtering process based on the cosine similarity between vectors, as Figure 2 illustrates. Fig. 2. 7 Conclusions and Further Work In this paper we presented a solution for the problem of adopting ontologies in order to model the user profile, the user queries and the multimedia documents.

They have not been specifically tailored to achieve user model interoperability in Digital Libraries. The six approaches presented in this work have the dynamics to be used for user interoperability in DLs; however they may have several weaknesses as they do not take into account the special needs and characteristics of the DL community. A Survey of Context-Aware Cross-Digital Library Personalization 27 Table 1. Comparison of Interoperability Approaches User Model User Profile User Context Privacy Interop.

The context passport is a concise encapsulation of the user’s current context profile and also includes the activities chosen by the user to be executed in order to complete the allocated tasks. When the user performs an activity, the respective part of the context passport is selected and used in order to better support the requirements of the user. Ontology Based User Model. Razmerita et al. [31] proposed the Ontology based User Model (OntobUM) that is a generic ontology-based user modeling architecture developed for a Knowledge Management System (KMS).

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