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Volumn , Issue , 2010, Pages 107-122

Sequential pattern analysis of learning logs: Methodology and applications

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EID: 85055603382     PISSN: None     EISSN: None     Source Type: Book    
DOI: 10.1201/b10274     Document Type: Chapter
Times cited : (39)

References (42)
  • 2
    • 18744364920 scopus 로고    scopus 로고
    • Scalable sequential pattern mining for biological sequences
    • D. A. Evans, L. Gravano, O. Herzog, C. Zhai and M. Ronthaler, New York: Assoc. Comput. Machinery
    • Wang, K., Y. Xu and J. X. Yu. Scalable sequential pattern mining for biological sequences. In Proceedings of the Conference on Information Knowledge Management, ed. D. A. Evans, L. Gravano, O. Herzog, C. Zhai and M. Ronthaler, pp. 178-187. New York: Assoc. Comput. Machinery, 2004.
    • (2004) Proceedings of the Conference on Information Knowledge Management , pp. 178-187
    • Wang, K.1    Xu, Y.2    Yu, J.X.3
  • 3
    • 52649097927 scopus 로고    scopus 로고
    • Mining data in bioinformatics
    • N. Ye, Mahwah, NJ: Lawrence Earlbaum Associates
    • Zaki, M. Mining data in bioinformatics. In Handbook of Data Mining, ed. N. Ye, pp. 573-596. Mahwah, NJ: Lawrence Earlbaum Associates, 2003.
    • (2003) Handbook of Data Mining , pp. 573-596
    • Zaki, M.1
  • 4
    • 33745472405 scopus 로고    scopus 로고
    • Technical Report, CAIS, Nanyang Technological University, Singapore, No. 2003118
    • Zhao, Q. and S. S. Bhowmick. Sequential pattern mining: A survey. Technical Report, CAIS, Nanyang Technological University, Singapore, No. 2003118, 2003.
    • (2003) Sequential pattern mining: A survey
    • Zhao, Q.1    Bhowmick, S.S.2
  • 7
    • 84977879456 scopus 로고    scopus 로고
    • Enhancing learning environments through solution-based knowledge discovery tools: Forecasting for self-perpetuating systemic reform
    • Tsantis, L. and J. Castellani. Enhancing learning environments through solution-based knowledge discovery tools: Forecasting for self-perpetuating systemic reform. J. Special. Educ. Tech. 16: 39-52, 2001.
    • (2001) J. Special. Educ. Tech. , vol.16 , pp. 39-52
    • Tsantis, L.1    Castellani, J.2
  • 8
    • 74549194756 scopus 로고    scopus 로고
    • Application of execution pattern mining and concept lattice analysis on software structure evaluation
    • K. Zhang, G. Spanoudakis and G. Visaggio, Skokie:KSI press
    • Sartipi, K. and H. Safyallah. Application of execution pattern mining and concept lattice analysis on software structure evaluation. In Proc. of the International Conference on Software Engineering and Knowledge Engineering, ed. K. Zhang, G. Spanoudakis and G. Visaggio, pp. 302-308. Skokie:KSI press, 2006.
    • (2006) Proc. of the International Conference on Software Engineering and Knowledge Engineering , pp. 302-308
    • Sartipi, K.1    Safyallah, H.2
  • 13
    • 77957967271 scopus 로고    scopus 로고
    • Mining access patterns efficiently from web logs
    • T. Terano, H. Liu and A. L. P. Chen, London, U.K.: Springer-Verlag
    • Pei, J., J. Han, B. Mortazavi-Asl and H. Zhu. Mining access patterns efficiently from web logs. In Proc Pacific-Asia Conf on Knowledge Discovery and Data Mining, ed. T. Terano, H. Liu and A. L. P. Chen, pp. 396-407. London, U.K.: Springer-Verlag, 2000.
    • (2000) Proc Pacific-Asia Conf on Knowledge Discovery and Data Mining , pp. 396-407
    • Pei, J.1    Han, J.2    Mortazavi-Asl, B.3    Zhu, H.4
  • 14
    • 33845663518 scopus 로고    scopus 로고
    • Educational data mining: A survey from 1995 to 2005
    • Romero, C. and S. Ventura. Educational data mining: A survey from 1995 to 2005. Expert Syst. Appl. 33: 135-146, 2007.
    • (2007) Expert Syst. Appl. , vol.33 , pp. 135-146
    • Romero, C.1    Ventura, S.2
  • 16
    • 42549103884 scopus 로고    scopus 로고
    • Data mining technology for the evaluation of web-based teaching and learning systems
    • Montreal, Canada
    • Pahl, C. and C. Donnellan. Data mining technology for the evaluation of web-based teaching and learning systems. In Proceedings of Congress E-learning, Montreal, Canada, pp. 1-7, 2003.
    • (2003) Proceedings of Congress E-learning , pp. 1-7
    • Pahl, C.1    Donnellan, C.2
  • 18
    • 66149178237 scopus 로고    scopus 로고
    • Learning portfolio analysis and mining in SCORM compliant environment
    • Savannah, Georgia
    • Wang, W., J. Weng, J. Su and S. Tseng. Learning portfolio analysis and mining in SCORM compliant environment. In ASEE/IEEE Frontiers in Education Conference, Savannah, Georgia, pp. 17-24, 2004.
    • (2004) ASEE/IEEE Frontiers in Education Conference , pp. 17-24
    • Wang, W.1    Weng, J.2    Su, J.3    Tseng, S.4
  • 20
    • 67650245090 scopus 로고    scopus 로고
    • Applying web usage mining for personalizing hyperlinks in web-based adaptive educational systems
    • Romero, C., S. Ventura, A. Zafra and P. de Bra. Applying web usage mining for personalizing hyperlinks in web-based adaptive educational systems. Comput. Educ. 53: 828-840, 2009.
    • (2009) Comput. Educ. , vol.53 , pp. 828-840
    • Romero, C.1    Ventura, S.2    Zafra, A.3    de Bra, P.4
  • 22
    • 14744274287 scopus 로고    scopus 로고
    • Data mining and its applications in higher education
    • Luan, J. Data mining and its applications in higher education. New Directions Institut. Res., 113: 17-36, 2002.
    • (2002) New Directions Institut. Res. , vol.113 , pp. 17-36
    • Luan, J.1
  • 24
    • 33645504074 scopus 로고    scopus 로고
    • How software technologies can improve research on learning and bolster school reform
    • Winne, P. H. How software technologies can improve research on learning and bolster school reform. Educ. Psychol. 41: 5-17, 2006.
    • (2006) Educ. Psychol. , vol.41 , pp. 5-17
    • Winne, P.H.1
  • 25
    • 35548963925 scopus 로고    scopus 로고
    • Methodological issues in educational psychology
    • P. A. Alexander and P. H. Winne, Mahwah, NJ: Erlbaum
    • Nesbit, J. C. and A. F. Hadwin. Methodological issues in educational psychology. In Handbook of Educational Psychology, ed, P. A. Alexander and P. H. Winne, pp. 825-847. Mahwah, NJ: Erlbaum, 2006.
    • (2006) Handbook of Educational Psychology , pp. 825-847
    • Nesbit, J.C.1    Hadwin, A.F.2
  • 26
    • 19644387541 scopus 로고    scopus 로고
    • Annual review: Roles for software technologies in advancing research and theory in educational psychology
    • Hadwin, A. F., P. H. Winne and J. C. Nesbit. Annual review: Roles for software technologies in advancing research and theory in educational psychology. Br. J. Educ. Psychol. 75: 1-24, 2005.
    • (2005) Br. J. Educ. Psychol. , vol.75 , pp. 1-24
    • Hadwin, A.F.1    Winne, P.H.2    Nesbit, J.C.3
  • 28
    • 34547445175 scopus 로고    scopus 로고
    • Using cognitive tools in gStudy to investigate how study activities covary with achievement goals
    • Nesbit, J. C., P. H. Winne, D. Jamieson-Noel et al. Using cognitive tools in gStudy to investigate how study activities covary with achievement goals. J. Educ. Comput. Res. 35: 339-358, 2007.
    • (2007) J. Educ. Comput. Res. , vol.35 , pp. 339-358
    • Nesbit, J.C.1    Winne, P.H.2    Jamieson-Noel, D.3
  • 29
    • 21344490898 scopus 로고
    • Exploring individual differences in studying strategies using graph theoretic statistics
    • Winne, P. H., L. Gupta and J. C. Nesbit. Exploring individual differences in studying strategies using graph theoretic statistics. Alberta. J. Educ. Res. 40: 177-193, 1994.
    • (1994) Alberta. J. Educ. Res. , vol.40 , pp. 177-193
    • Winne, P.H.1    Gupta, L.2    Nesbit, J.C.3
  • 30
    • 84879315637 scopus 로고    scopus 로고
    • Data mining for education
    • 3rd edition), ed. B. McGaw, P. Peterson and E. Baker. Oxford, U.K.: Elsevier, in press
    • Baker, R. S. J. d. Data mining for education. In International Encyclopedia of Education (3rd edition), ed. B. McGaw, P. Peterson and E. Baker. Oxford, U.K.: Elsevier, in press.
    • International Encyclopedia of Education
    • Baker, R.S.J.1
  • 31
    • 52949118583 scopus 로고    scopus 로고
    • Meeting challenges to researching learning from instruction by increasing the complexity of research
    • J. Elen and R. E. Clark, Amsterdam, the Netharlands: Pergamon
    • Winne, P. H. Meeting challenges to researching learning from instruction by increasing the complexity of research. In Handling Complexity in Learning Environments: Research and Theory, ed. J. Elen and R. E. Clark, pp. 221-236. Amsterdam, the Netharlands: Pergamon, 2006.
    • (2006) Handling Complexity in Learning Environments: Research and Theory , pp. 221-236
    • Winne, P.H.1
  • 32
    • 33947584673 scopus 로고    scopus 로고
    • Constraint-based sequential pattern mining: The pattern-growth methods
    • Pei, J., J. Han and W. Wang. Constraint-based sequential pattern mining: The pattern-growth methods. J. Intell. Info. Syst. 28: 133-160, 2007.
    • (2007) J. Intell. Info. Syst. , vol.28 , pp. 133-160
    • Pei, J.1    Han, J.2    Wang, W.3
  • 34
    • 84901545958 scopus 로고    scopus 로고
    • Differences in achievement goal-setting among high-achievers and low-achievers
    • 2008 Annual Meeting, New York
    • Zhou, M. and P. H. Winne. Differences in achievement goal-setting among high-achievers and low-achievers. Paper Presented at the American Educational Research Association 2008 Annual Meeting, New York, 2008.
    • (2008) Paper Presented at the American Educational Research Association
    • Zhou, M.1    Winne, P.H.2
  • 36
    • 84965489670 scopus 로고
    • Of immortal mythological beasts: Operationism in psychology
    • Green, C. D. Of immortal mythological beasts: Operationism in psychology. Theor. Psychol. 2: 291-320, 1992.
    • (1992) Theor. Psychol. , vol.2 , pp. 291-320
    • Green, C.D.1
  • 37
    • 0033244701 scopus 로고    scopus 로고
    • Hypermedia navigation profiles: Cognitive characteristics and information processing strategies
    • MacGregor, S. K. Hypermedia navigation profiles: Cognitive characteristics and information processing strategies. J. Educ. Comput. Res. 20: 189-206, 1999.
    • (1999) J. Educ. Comput. Res. , vol.20 , pp. 189-206
    • MacGregor, S.K.1
  • 38
    • 21344438542 scopus 로고
    • Patterns of exploration and learning with hypermedia
    • Schroeder, E. E. and B. L. Grabowski. Patterns of exploration and learning with hypermedia. J. Educ. Comput. Res. 13: 313-335, 1995.
    • (1995) J. Educ. Comput. Res. , vol.13 , pp. 313-335
    • Schroeder, E.E.1    Grabowski, B.L.2
  • 39
    • 0030525217 scopus 로고    scopus 로고
    • Understanding hypertext navigation through cluster analysis
    • Lawless, K. A. and J. M. Kulikowich. Understanding hypertext navigation through cluster analysis. J. Educ. Comput. Res. 14: 385-399, 1996.
    • (1996) J. Educ. Comput. Res. , vol.14 , pp. 385-399
    • Lawless, K.A.1    Kulikowich, J.M.2
  • 40
    • 21444450631 scopus 로고    scopus 로고
    • Understanding kiosk navigation: Using log files to capture hypermedia searches
    • Barab, S. A., M. F. Bowdish, M. Young and S. V. Owen. Understanding kiosk navigation: Using log files to capture hypermedia searches. Instr. Sci. 24: 377-395, 1996.
    • (1996) Instr. Sci. , vol.24 , pp. 377-395
    • Barab, S.A.1    Bowdish, M.F.2    Young, M.3    Owen, S.V.4
  • 41
    • 0030299738 scopus 로고    scopus 로고
    • Assessing hypermedia navigation through pathfinder: Prospects and limitations
    • Barab, S. A., B. R. Fajen, J. M. Kulikowich and M. Young. Assessing hypermedia navigation through pathfinder: Prospects and limitations. J. Educ. Comput. Res. 15: 185-205, 1996.
    • (1996) J. Educ. Comput. Res. , vol.15 , pp. 185-205
    • Barab, S.A.1    Fajen, B.R.2    Kulikowich, J.M.3    Young, M.4
  • 42
    • 0011737088 scopus 로고    scopus 로고
    • Methodological issues and advances in researching tactics, strategies and self-regulated learning
    • P. R. Pintrich and M. L. Maehr, Greenwich, CT: JAI
    • Winne, P. H., D. L. Jamieson-Noel and K. Muis. Methodological issues and advances in researching tactics, strategies and self-regulated learning. In Advances in Motivation and Achievement:New Directions in Measures and Methods, ed. P. R. Pintrich and M. L. Maehr, pp. 121-155. Greenwich, CT: JAI, 2002.
    • (2002) Advances in Motivation and Achievement:New Directions in Measures and Methods , pp. 121-155
    • Winne, P.H.1    Jamieson-Noel, D.L.2    Muis, K.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.