An automatic group composition system for composing collaborative learning groups using enhanced particle swarm optimization

Computers & Education - Tập 55 Số 4 - Trang 1483-1493 - 2010
Yen-Ting Lin1, Yueh‐Min Huang1, Shu-Chen Cheng2
1Department of Engineering Science, National Cheng-Kung University, No.1, Ta-Hsueh Road, Tainan 701, Taiwan, ROC#TAB#
2Department of Computer Science and Information Engineering, Southern Taiwan University, No. 1, Nantai St., Yung-Kang City, Tainan 710, Taiwan, ROC#TAB#

Tóm tắt

Từ khóa


Tài liệu tham khảo

Beane, 1971, Group variables influencing the transfer of conceptual behavior, Journal of Educational Psychology, 62, 215, 10.1037/h0031145

Bergh, 2006, A study of particle swarm optimization particle trajectories, Information Sciences, 176, 937, 10.1016/j.ins.2005.02.003

Blum, 2005, Ant colony optimization: introduction and recent trends, Physics of Life Reviews, 2, 353, 10.1016/j.plrev.2005.10.001

Chen, 2006, Hybrid discrete particle swarm optimization algorithm for capacitated vehicle routing problem, Journal of Zhejiang University – Science A, 7, 607, 10.1631/jzus.2006.A0607

Cheng, 2009, Dynamic question generation system for web-based testing using particle swarm optimization, Expert Systems with Applications, 36, 616, 10.1016/j.eswa.2007.09.064

Dalton, 1989, Effects of individual and cooperative computer-assisted instruction on student performance and attitudes, Educational Technology Research and Development, 37, 15, 10.1007/BF02298287

Eberhart, 1995, A new optimizer using particle swarm theory, 39

Fernández-Breis, 2009, Measuring individual learning performance in group work from a knowledge integration perspective, Information Sciences, 179, 339, 10.1016/j.ins.2008.10.014

Gall, 1987, Discussion method, 232

Hooper, 1988, Cooperative CBI: the effects of heterogeneous versus homogeneous group on the learning of progressively complex concepts, Journal of Educational Computing Research, 4, 413, 10.2190/T26C-3FTH-RNYP-TV30

Huang, 2009, Developing argumentation processing agents for computer-supported collaborative learning, Expert Systems with Applications, 36, 2615, 10.1016/j.eswa.2008.01.036

Huang, 2008, Automatic and interactive e-learning auxiliary material generation utilizing particle swarm optimization, Expert Systems with Applications, 35, 2113, 10.1016/j.eswa.2007.09.039

Huang, 2008, Standardized course generation process using dynamic fuzzy petri nets, Expert Systems with Applications, 34, 72, 10.1016/j.eswa.2006.08.030

Huang, 2009, An adaptive testing system for supporting versatile educational assessment, Computers & Education, 52, 53, 10.1016/j.compedu.2008.06.007

Huang, 2009, Applying adaptive swarm intelligence technology with structuration in web-based collaborative learning, Computers & Education, 52, 789, 10.1016/j.compedu.2008.12.002

Hwang, 2008, An enhanced genetic approach to composing cooperative learning groups for multiple grouping criteria, Journal of Educational Technology & Society, 11, 148

Jarboui, 2008, A combinatorial particle swarm optimization for solving multi-mode resource-constrained project scheduling problems, Applied Mathematics and Computation, 195, 299, 10.1016/j.amc.2007.04.096

Jeng, 2005, ANTS: agent-based navigational training system, Lecture Notes in Computer Science, 3583, 320, 10.1007/11528043_32

Kapur, 2008, Sensitivities to early exchange in synchronous computer-supported collaborative learning (CSCL) groups, Computers & Education, 51, 54, 10.1016/j.compedu.2007.04.007

Kennedy, 2001

Kennedy, 1995, Particle swarm optimization, 1942

Koschmann, 1996

Kravcik, 2004, Mobile collector for field trips, Journal of Educational Technology & Society, 7, 25

Linderoth, 1999, A computational study of search strategies for mixed integer programming, INFORMS Journal on Computing, 11, 173, 10.1287/ijoc.11.2.173

Lou, 1996, Within-class grouping: a meta-analysis, Review of Educational Research, 66, 423, 10.3102/00346543066004423

Martin, 2004, Using learning styles for dynamic group formation in adaptive collaborative hypermedia systems, 188

Meyer, 2009, Optassign – a web-based tool for assigning students to groups, Computers & Education, 53, 1104, 10.1016/j.compedu.2009.05.022

Michaelsen, 2004

Nielsen, 2009, Student team formation based on learning styles at university start: does it make a difference to the student?, Reflection Education, 5, 85

Saleh, 2009, A fuzzy system for evaluating students’ learning achievement, Expert Systems with Applications, 36, 3243, 10.1016/j.eswa.2008.07.088

Semet, Y., Lutton, E., & Collet, P. (2003). Ant colony optimisation for E-learning: Observing the emergence of pedagogic suggestions. In IEEE SIS’03: IEEE swarm intelligence symposium, pp. 46–52.

Sha, 2006, A hybrid particle swarm optimization for job shop scheduling problem, Computers & Industrial Engineering, 51, 791, 10.1016/j.cie.2006.09.002

Solimeno, 2008, The influence of students and teachers characteristics on the efficacy of face-to-face and computer supported collaborative learning, Computers & Education, 51, 109, 10.1016/j.compedu.2007.04.003

Stahl, 2005, Group cognition in computer-assisted collaborative learning, Journal of Computer Assisted Learning, 21, 79, 10.1111/j.1365-2729.2005.00115.x

Sun, 1996, Experiencing CORAL: design and implementation of distant cooperative learning, IEEE Transactions on Education, 39, 357, 10.1109/13.538759

Sun, 2008, A design to promote group learning in e-learning: experiences from the field, Computers & Education, 50, 661, 10.1016/j.compedu.2006.07.008

Tang, 2001, Forming student clusters based on their browsing behaviors, 1229

Tillett, 2002, Cluster-head identification in ad hoc sensor networks using particle swarm optimization, 201

Vygotsky, 1978

Webb, 1982, Student Interaction and learning in small groups, Review of Educational Research, 52, 421, 10.3102/00346543052003421

Wilkinsona, 2002, Small-group composition and peer effects, International Journal of Educational Research, 37, 425, 10.1016/S0883-0355(03)00014-4

Yang, 2006, Context aware ubiquitous learning environments for peer-to-peer collaborative learning, Journal of Educational Technology & Society, 9, 188

Yin, 2006, A particle swarm optimization approach to composing serial test sheets for multiple assessment criteria, Journal of Educational Technology & Society, 9, 3

Zurita, 2005, Dynamic grouping in collaborative learning supported by wireless handhelds, Journal of Educational Technology & Society, 8, 149