Supporting E-learning system with modified bayesian rough set model

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 5552 LNCS, Issue PART 2, 2009, Pages 192-200

  Abbas, Ayad R ^a   Juan, Liu ^a  

^a WUHAN UNIVERSITY   (China)

Author keywords

Bayesian confirmation measures; Bayesian rough set model; E learning; Rough set; Variable precision rough set model

Indexed keywords

BAYESIAN CONFIRMATION; BAYESIAN CONFIRMATION MEASURES; BAYESIAN ROUGH SET MODEL; BAYESIAN ROUGH SETS; DECISION CLASS; DECISION RULES; MODEL-BASED; NEW APPLICATIONS; ROUGH SET; VARIABLE PRECISION ROUGH SET MODEL; WEB BASED LEARNING;

BAYESIAN NETWORKS; DECISION MAKING; E-LEARNING; EDUCATION; FUZZY SETS; MULTIMEDIA SYSTEMS; NEURAL NETWORKS;

ROUGH SET THEORY;

EID: 69849104651     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-01510-6_22     Document Type: Conference Paper

References (10)

1. Sherry, L.: Issues in Distance Learning. International Journal of Educational Telecommunications 1(4), 337-365 (1996)
2. Liang, A.H., Maguire, B., Johnson, J.: Rough Set Based WebCT Learning. In: Lu, H., Zhou, A. (eds.) WAIM 2000. LNCS, vol.1846, pp. 425-436. Springer, Heidelberg (2000)
3. Liang, A.H., Ziarko, W., Maguire, B.: The Application of a Distance Learning Algorithm in Web-Based Course Delivery. In: Ziarko, W.P., Yao, Y. (eds.) RSCTC 2000. LNCS, vol.2005, p. 338. Springer, Heidelberg (2000)
4. Geng, H.V., Maguire, R.B.: A Rough Set Methodology to Support Learner Self-Assessment in Web-Based Distance Education. In: Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing: 9th International Conference, RSFDGrC 2003, Chongqing, China, May 26-29 (2003)
5. Ziarko, W.: Variable Precision Rough Sets Model. Journal of Computer and Systems Sciences 46(1), 39-59 (1993)
6. lezak, D., Ziarko, W.: Bayesian Rough Set Model. In: Proc. of the International Workshop on Foundation of Data Mining and Discovery (FDM 2002), Maebashi, Japan, December 9, pp. 131-135 (2002)
7. lezak, D., Ziarko, W.: Variable Precision Bayesian Rough Set Model. In: Wang, G., Liu, Q., Yao, Y., Skowron, A. (eds.) RSFDGrC 2003. LNCS (LNAI), vol.2639, pp. 312-315. Springer, Heidelberg (2003)
8. lezak, D.: Rough Sets and Bayes Factor. In: Peters, J.F., Skowron, A. (eds.) Transactions on Rough Sets III. LNCS, vol.3400, pp. 202-229. Springer, Heidelberg (2005)
9. Fitelson, B.: Studies in Bayesian Confirmation Theory. Ph.D. thesis, University of Wisconsin-Madison, (Philosophy) (2001)
10. Wong, S.K.M., Ziarko, W.: On Learning and Evaluation of Decision Rules in the Context of Rough Sets. In: Proceedings of the International Symposium on Methodologies for Intelligent Systems, Knoxville, pp. 308-1224 (1986)