NDLI: Affective Computation Driven Personalization Modeling in Game-Based Learning

Content Provider	IEEE Xplore Digital Library
Author	Changneng Zhou Xueli Yu Yujie Dong Jing Tian Qian Cui Lingzi Hu
Copyright Year	2007
Description	Author affiliation: Taiyuan Univ. of Technol., Taiyuan (Changneng Zhou; Xueli Yu; Yujie Dong; Jing Tian; Qian Cui; Lingzi Hu)
Abstract	In human-computer interaction and social communication, one's behavior and affective response depend on his personality and environmental stimulus. This means that his behavior and affective response are personalized. In this work, we attempted to build personalization into Game-Based Learning (GBL) system according to user's personality and affective response. User's personality is depicted with a set of attributes such as preference, attitude, character tendency, knowledge & skill, and so on. User's profile is constructed via psychological testing, facial expression recognition, psychophysiology analysis, and behavior analysis. And then, the GBL presents appropriate scenarios and levels adapted to user profile. This will contribute to user's mastery of knowledge & skill, and help user to regulate and improve his personality traits.
Starting Page	87
Ending Page	90
File Size	487883
Page Count	4
File Format	PDF
ISBN	0769530281
DOI	10.1109/WI-IATW.2007.48
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2007-11-05
Publisher Place	USA
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Learning systems Demography Computational modeling Conferences Affective ComputationPersonalizationGame-Based Learning Psychology Educational institutions Mice Pattern recognition Intelligent agent Testing
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
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9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

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