NDLI: Adapting Pervasive Environments through Machine Learning and Dynamic Personalization

Content Provider	IEEE Xplore Digital Library
Author	McBurney, S. Papadopoulou, E. Taylor, N. Williams, H.
Copyright Year	2008
Description	Author affiliation: Heriot-Watt Univ., Edinburgh, UK (McBurney, S.; Papadopoulou, E.; Taylor, N.; Williams, H.)
Abstract	Current pervasive environments should contain mechanisms, such as personalization, that adapt the environment to help the user meet their individual needs. However, manually creating, maintaining and utilizing a preference set is no easy task for a user, requiring continued time and effort. A more desirable approach is to implicitly build and maintain the preference set by using monitoring and learning mechanisms and apply such preferences when required on behalf of the user. This paper introduces the Daidalos Personalization and Learning system which monitors user behaviour and context to not only build and maintain dynamic preferences but also to apply them in a dynamic fashion. An example scenario is presented to demonstrate how such mechanisms are used to adapt a pervasive environment on a user¿s behalf.
Starting Page	395
Ending Page	402
File Size	548516
Page Count	8
File Format	PDF
ISBN	9780769534718
DOI	10.1109/ISPA.2008.63
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2008-12-10
Publisher Place	Australia
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Pervasive computing Technological innovation preferences Dynamic learning Proposals Environmental management Learning systems Distributed processing Intelligent networks personalization Machine learning pervasive Computer network management Monitoring
Content Type	Text
Resource Type	Article

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

Implicit Adaptation of User Preferences in Pervasive Systems

Distributed path planning for robots in dynamic environments using a pervasive embedded network

Distributed Process Monitoring and Management

Learning in Small and Large Ubiquitous Computing Environments

Dynamic Service Context Management for Network-based Robots in Ubiquitous Environments

MoDPAI: an intelligent network devices management tool

Secure agent-based management for pervasive environments

Intelligent management of computer networks: the GIR proposal

Reusing coordination and negotiation strategies in multi-agent systems for ubiquitous network environment

Adapting Pervasive Environments through Machine Learning and Dynamic Personalization

Similar Documents

Implicit Adaptation of User Preferences in Pervasive Systems

Distributed path planning for robots in dynamic environments using a pervasive embedded network

Distributed Process Monitoring and Management

Learning in Small and Large Ubiquitous Computing Environments

Dynamic Service Context Management for Network-based Robots in Ubiquitous Environments

MoDPAI: an intelligent network devices management tool

Secure agent-based management for pervasive environments

Intelligent management of computer networks: the GIR proposal

Reusing coordination and negotiation strategies in multi-agent systems for ubiquitous network environment

Adapting Pervasive Environments through Machine Learning and Dynamic Personalization