Goal-driven navigation for learning activities based on process optimization

Jian Chen; Haifeng Man; Qun Jin; Runhe Huang

doi:10.1109/iThings/CPSCom.2011.97

Goal-driven navigation for learning activities based on process optimization

Jian Chen^*, Haifeng Man, Qun Jin, Runhe Huang

^*Corresponding author for this work

School of Human Sciences

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

1 Citation (Scopus)

Abstract

This paper describes an integrated approach to provide an optimized learning process to students by analyzing the log data of learning activities and extracting their learning patterns. Our analysis results show that most of students almost always use their main learning patterns in their learning activities, and the learning achievement is affected by the learning process. Based on these findings, we try to optimize the process of learning actions using the extracted learning patterns, infer the learning goal of students, and then navigate them a personalized learning process according to the similarity of the extracted learning patterns.

Original language	English
Title of host publication	Proceedings - 2011 IEEE International Conferences on Internet of Things and Cyber, Physical and Social Computing, iThings/CPSCom 2011
Pages	389-395
Number of pages	7
DOIs	https://doi.org/10.1109/iThings/CPSCom.2011.97
Publication status	Published - 2011 Dec 1
Event	2011 IEEE International Conference on Internet of Things, iThings 2011 and 4th IEEE International Conference on Cyber, Physical and Social Computing, CPSCom 2011 - Dalian, China Duration: 2011 Oct 19 → 2011 Oct 22

Publication series

Name	Proceedings - 2011 IEEE International Conferences on Internet of Things and Cyber, Physical and Social Computing, iThings/CPSCom 2011

Conference

Conference	2011 IEEE International Conference on Internet of Things, iThings 2011 and 4th IEEE International Conference on Cyber, Physical and Social Computing, CPSCom 2011
Country/Territory	China
City	Dalian
Period	11/10/19 → 11/10/22

Keywords

Goal-driven navigation
Learning action sequence
Learning activity
Learning pattern
Learning process

ASJC Scopus subject areas

Computer Networks and Communications

Access to Document

10.1109/iThings/CPSCom.2011.97

Cite this

Chen, J., Man, H., Jin, Q., & Huang, R. (2011). Goal-driven navigation for learning activities based on process optimization. In Proceedings - 2011 IEEE International Conferences on Internet of Things and Cyber, Physical and Social Computing, iThings/CPSCom 2011 (pp. 389-395). [6142257] (Proceedings - 2011 IEEE International Conferences on Internet of Things and Cyber, Physical and Social Computing, iThings/CPSCom 2011). https://doi.org/10.1109/iThings/CPSCom.2011.97

Goal-driven navigation for learning activities based on process optimization. / Chen, Jian; Man, Haifeng; Jin, Qun et al.
Proceedings - 2011 IEEE International Conferences on Internet of Things and Cyber, Physical and Social Computing, iThings/CPSCom 2011. 2011. p. 389-395 6142257 (Proceedings - 2011 IEEE International Conferences on Internet of Things and Cyber, Physical and Social Computing, iThings/CPSCom 2011).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Chen, J, Man, H, Jin, Q & Huang, R 2011, Goal-driven navigation for learning activities based on process optimization. in Proceedings - 2011 IEEE International Conferences on Internet of Things and Cyber, Physical and Social Computing, iThings/CPSCom 2011., 6142257, Proceedings - 2011 IEEE International Conferences on Internet of Things and Cyber, Physical and Social Computing, iThings/CPSCom 2011, pp. 389-395, 2011 IEEE International Conference on Internet of Things, iThings 2011 and 4th IEEE International Conference on Cyber, Physical and Social Computing, CPSCom 2011, Dalian, China, 11/10/19. https://doi.org/10.1109/iThings/CPSCom.2011.97

Chen J, Man H, Jin Q, Huang R. Goal-driven navigation for learning activities based on process optimization. In Proceedings - 2011 IEEE International Conferences on Internet of Things and Cyber, Physical and Social Computing, iThings/CPSCom 2011. 2011. p. 389-395. 6142257. (Proceedings - 2011 IEEE International Conferences on Internet of Things and Cyber, Physical and Social Computing, iThings/CPSCom 2011). doi: 10.1109/iThings/CPSCom.2011.97

Chen, Jian ; Man, Haifeng ; Jin, Qun et al. / Goal-driven navigation for learning activities based on process optimization. Proceedings - 2011 IEEE International Conferences on Internet of Things and Cyber, Physical and Social Computing, iThings/CPSCom 2011. 2011. pp. 389-395 (Proceedings - 2011 IEEE International Conferences on Internet of Things and Cyber, Physical and Social Computing, iThings/CPSCom 2011).

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Goal-driven navigation for learning activities based on process optimization

Abstract

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Conference

Keywords

ASJC Scopus subject areas

Access to Document

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