Identifying and Incorporating Affective States and Learning Styles in Web-based Learning Management Systems

dc.creator	Farman Ali Khan
dc.creator	Sabine Graf
dc.creator	Edgar R. Weippl
dc.creator	A Min Tjoa
dc.date	2010-10-01T00:00:00Z
dc.date.accessioned	2015-07-20T22:27:41Z
dc.date.available	2015-07-20T22:27:41Z
dc.identifier	1826-9745
dc.identifier	https://doaj.org/article/b0a944edf63a438696f58e9f073c91e9
dc.identifier.uri	http://evidence.thinkportal.org/handle/123456789/21852
dc.description	Learning styles and affective states influence students’ learning. The purpose of this study is to develop a conceptual framework for identifying and integrating learning styles and affective states of a learner into web-based learning management systems and therefore provide learners with adaptive courses and additional individualized pedagogical guidance that is tailored to their learning styles and affective states. The study was carried out in three phases, the first of which was the investigation and determination of learning styles and affective states which are important for learning. Phase two consisted of the development of an approach for the identification of learning styles and affective states as well as the development of a mechanism to calculate them from the students’ learning interactions within web-based learning management systems. The third phase was to develop a learning strategy that is more personalized and adaptive in nature and tailored to learners’ needs and current situation through considering learners’ learning styles and affective states, aiming to lead to better learning outcomes and progress.
dc.language	English
dc.language	Italian
dc.publisher	Scuola IaD : F&D
dc.relation	http://www.mifav.uniroma2.it/inevent/events/idea2010/doc/IxDEA_10_6.pdf
dc.relation	https://doaj.org/toc/1826-9745
dc.rights	CC BY-NC-ND
dc.source	Interaction Design and Architecture(s), Iss 9-10, Pp 85-103 (2010)
dc.subject	student modeling
dc.subject	learning management systems
dc.subject	affective states
dc.subject	learning styles
dc.subject	Education (General)
dc.subject	L7-991
dc.subject	Education
dc.subject	L
dc.subject	DOAJ:Education
dc.subject	DOAJ:Social Sciences
dc.subject	Electronic computers. Computer science
dc.subject	QA75.5-76.95
dc.subject	Instruments and machines
dc.subject	QA71-90
dc.subject	Mathematics
dc.subject	QA1-939
dc.subject	Science
dc.subject	Q
dc.subject	DOAJ:Computer Science
dc.subject	DOAJ:Technology and Engineering
dc.subject	Architecture
dc.subject	NA1-9428
dc.subject	Fine Arts
dc.subject	N
dc.subject	DOAJ:Architecture
dc.subject	DOAJ:Arts and Architecture
dc.subject	Education (General)
dc.subject	L7-991
dc.subject	Education
dc.subject	L
dc.subject	DOAJ:Education
dc.subject	DOAJ:Social Sciences
dc.subject	Electronic computers. Computer science
dc.subject	QA75.5-76.95
dc.subject	Instruments and machines
dc.subject	QA71-90
dc.subject	Mathematics
dc.subject	QA1-939
dc.subject	Science
dc.subject	Q
dc.subject	DOAJ:Computer Science
dc.subject	DOAJ:Technology and Engineering
dc.subject	Architecture
dc.subject	NA1-9428
dc.subject	Fine Arts
dc.subject	N
dc.subject	DOAJ:Architecture
dc.subject	DOAJ:Arts and Architecture
dc.subject	Education (General)
dc.subject	L7-991
dc.subject	Education
dc.subject	L
dc.subject	Electronic computers. Computer science
dc.subject	QA75.5-76.95
dc.subject	Instruments and machines
dc.subject	QA71-90
dc.subject	Mathematics
dc.subject	QA1-939
dc.subject	Science
dc.subject	Q
dc.subject	Architecture
dc.subject	NA1-9428
dc.subject	Fine Arts
dc.subject	N
dc.subject	Education (General)
dc.subject	L7-991
dc.subject	Education
dc.subject	L
dc.subject	Electronic computers. Computer science
dc.subject	QA75.5-76.95
dc.subject	Instruments and machines
dc.subject	QA71-90
dc.subject	Mathematics
dc.subject	QA1-939
dc.subject	Science
dc.subject	Q
dc.subject	Architecture
dc.subject	NA1-9428
dc.subject	Fine Arts
dc.subject	N
dc.subject	Education (General)
dc.subject	L7-991
dc.subject	Education
dc.subject	L
dc.subject	Electronic computers. Computer science
dc.subject	QA75.5-76.95
dc.subject	Instruments and machines
dc.subject	QA71-90
dc.subject	Mathematics
dc.subject	QA1-939
dc.subject	Science
dc.subject	Q
dc.subject	Architecture
dc.subject	NA1-9428
dc.subject	Fine Arts
dc.subject	N
dc.title	Identifying and Incorporating Affective States and Learning Styles in Web-based Learning Management Systems
dc.type	article