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  1. Journal of Ambient Intelligence and Humanized Computing
  2. Journal of Ambient Intelligence and Humanized Computing : Volume 6
  3. Journal of Ambient Intelligence and Humanized Computing : Volume 6, Issue 1, February 2015
  4. Context-aware media recommendations for smart devices
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Journal of Ambient Intelligence and Humanized Computing : Volume 8
Journal of Ambient Intelligence and Humanized Computing : Volume 7
Journal of Ambient Intelligence and Humanized Computing : Volume 6
Journal of Ambient Intelligence and Humanized Computing : Volume 6, Issue 6, December 2015
Journal of Ambient Intelligence and Humanized Computing : Volume 6, Issue 5, October 2015
Journal of Ambient Intelligence and Humanized Computing : Volume 6, Issue 4, August 2015
Journal of Ambient Intelligence and Humanized Computing : Volume 6, Issue 3, June 2015
Journal of Ambient Intelligence and Humanized Computing : Volume 6, Issue 2, April 2015
Journal of Ambient Intelligence and Humanized Computing : Volume 6, Issue 1, February 2015
Ambient intelligence and ergonomics in Asia ( Journal of Ambient Intelligence and Humanized Computing , Volume 6 , Issue 1 )
Concept design from random algorithms for design sketching
Context-aware media recommendations for smart devices
Formulating grip strength and key pinch strength prediction models for Taiwanese: a comparison between stepwise regression and artificial neural networks
An ambient intelligence system for water release scheduling in cascade hydropower systems
CART–BPN approach for estimating cycle time in wafer fabrication
CHRA: a coloring based hierarchical routing algorithm
Extracting patterns of behavior from a network of binary sensors
Video based actigraphy and breathing monitoring from the bedside table of shared beds
Improved broadcast encryption schemes with enhanced security
Efficient outsourcing schemes of modular exponentiations with checkability for untrusted cloud server
On the study of fusion techniques for bad geological remote sensing image
Journal of Ambient Intelligence and Humanized Computing : Volume 5
Journal of Ambient Intelligence and Humanized Computing : Volume 4
Journal of Ambient Intelligence and Humanized Computing : Volume 3
Journal of Ambient Intelligence and Humanized Computing : Volume 2
Journal of Ambient Intelligence and Humanized Computing : Volume 1

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Context-aware media recommendations for smart devices

Content Provider Springer Nature Link
Author Otebolaku, Abayomi Moradeyo Andrade, Maria Teresa
Copyright Year 2014
Abstract The emergence of pervasive computing, the rapid advancements in broadband and mobile networks and the incredible appeals of smart devices are driving unprecedented universal access and delivery of online-based media resources. As more and more media services continue to flood the Web, mobile users will continue to waste invaluable time, seeking content of their interest. To deliver relevant media items offering richer experiences to mobile users, media services must be equipped with contextual knowledge of the consumption environment as well as contextual preferences of the users. This article investigates context-aware recommendation techniques for implicit delivery of contextually relevant online media items. The proposed recommendation services work with a contextual user profile and a context recognition framework, using case base reasoning as a methodology to determine user’s current contextual preferences, relying on a context recognition service, which identifies user’s dynamic contextual situation from device’s built-in sensors. To evaluate the proposed solution, we developed a case-study context-aware application that provides personalized recommendations adapted to user’s current context, namely the activity he/she performs and consumption environment constraints. Experimental evaluations, via the case study application, real-world user data, and online-based movie metadata, demonstrate that context-aware recommendation techniques can provide better efficacy than the traditional approaches. Additionally, evaluations of the underlying context recognition process show that its power consumption is within an acceptable range. The recommendations provided by the case study application were assessed as effective via a user study, which demonstrates that users are pleased with the contextual media recommendations.
Starting Page 13
Ending Page 36
Page Count 24
File Format PDF
ISSN 18685137
Journal Journal of Ambient Intelligence and Humanized Computing
Volume Number 6
Issue Number 1
e-ISSN 18685145
Language English
Publisher Springer Berlin Heidelberg
Publisher Date 2014-05-16
Publisher Place Berlin, Heidelberg
Access Restriction One Nation One Subscription (ONOS)
Subject Keyword Smartphones Context-awareness Multimedia Context-aware recommendations Contextual user profile Mobile environment Computational Intelligence Artificial Intelligence (incl. Robotics) Robotics and Automation User Interfaces and Human Computer Interaction
Content Type Text
Resource Type Article
Subject Computer Science
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