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Volumn 4, Issue , 2011, Pages 1640-1649

Impact of different pre-processing tasks on effective identification of users' behavioral patterns in web-based educational system

Author keywords

Data preparation; Sequence rules; Session identification; Web usage mining

Indexed keywords

BEHAVIORAL PATTERNS; DATA PREPARATION; DATA PREPROCESSING; DATA SETS; EDUCATIONAL SYSTEMS; LEARNING CONTENTS; LEARNING PATHS; PATH RECONSTRUCTION; PRE-PROCESSING; SEQUENCE RULES; SESSION IDENTIFICATION; WEB USAGE MINING; WEB-BASED EDUCATIONAL SYSTEMS;

EID: 79958278321     PISSN: None     EISSN: 18770509     Source Type: Conference Proceeding    
DOI: 10.1016/j.procs.2011.04.177     Document Type: Conference Paper
Times cited : (40)

References (25)
  • 7
    • 78649584518 scopus 로고    scopus 로고
    • Data preprocessing evaluation for web log mining: Reconstruction of activities of a web visitor
    • ICCS 2010, KREAM
    • Munk, M., Kapusta, J., Svec, P.: Data preprocessing evaluation for web log mining: reconstruction of activities of a web visitor. Procedia Computer Science 1. ICCS 2010, KREAM (2010) 2273-2280.
    • (2010) Procedia Computer Science , vol.1 , pp. 2273-2280
    • Munk, M.1    Kapusta, J.2    Svec, P.3
  • 10
    • 43549125222 scopus 로고    scopus 로고
    • Data mining in course management systems: Moodle case study and tutorial
    • DOI 10.1016/j.compedu.2007.05.016, PII S0360131507000590
    • Romero, C., Ventura, S., Garcia, E.: Data mining in course management systems: Moodle case study and tutorial. Comput. Educ. 51 (2008) 368-384. (Pubitemid 351680352)
    • (2008) Computers and Education , vol.51 , Issue.1 , pp. 368-384
    • Romero, C.1    Ventura, S.2    Garcia, E.3
  • 12
    • 33845663518 scopus 로고    scopus 로고
    • Educational data mining: A survey from 1995 to 2005
    • DOI 10.1016/j.eswa.2006.04.005, PII S0957417406001266
    • Romero, C., Ventura, S.: Educational data mining: A survey from 1995 to 2005. Expert Systems with Applications 33 (2007) 135-146. (Pubitemid 44959924)
    • (2007) Expert Systems with Applications , vol.33 , Issue.1 , pp. 135-146
    • Romero, C.1    Ventura, S.2
  • 13
    • 43549105524 scopus 로고    scopus 로고
    • Data mining to support tutoring in virtual learning communities: Experiences and challenges
    • Romero, C. Ventura, S. (eds.), Wit Press, Southampton
    • Gaudioso, E., Talavera, L.: Data mining to support tutoring in virtual learning communities: Experiences and challenges. In: Romero, C., Ventura, S. (eds.): Data mining in e-learning. Wit Press, Southampton (2006) 207-226.
    • (2006) Data Mining in E-learning , pp. 207-226
    • Gaudioso, E.1    Talavera, L.2
  • 18
    • 3242743560 scopus 로고    scopus 로고
    • A framework for the evaluation of session reconstruction heuristics in web-usage analysis
    • DOI 10.1287/ijoc.15.2.171.14445
    • Spiliopoulou, M., Mobasher, B., Berendt, B., Nakagawa, M.: A Framework for the Evaluation of Session Reconstruction Heuristics in Web- Usage Analysis. INFORMS J. on Computing 15 (2003) 171-190. (Pubitemid 39042727)
    • (2003) INFORMS Journal on Computing , vol.15 , Issue.2 SPEC. , pp. 171-190
    • Spiliopoulou, M.1    Mobasher, B.2    Berendt, B.3    Nakagawa, M.4
  • 25
    • 0003818389 scopus 로고
    • CBS College Publishing, New York
    • Hays, W.L.: Statistics. CBS College Publishing, New York: (1988).
    • (1988) Statistics
    • Hays, W.L.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.