-
1
-
-
77958154131
-
Data mining for education
-
McGaw, B., Peterson, P., Baker, E. (eds.) 3rd edn. Elsevier, Amsterdam
-
Baker, R.S.J.D.: Data mining for education. In: McGaw, B., Peterson, P., Baker, E. (eds.) International Encyclopedia of Education, vol. 7, 3rd edn., pp. 112-118. Elsevier, Amsterdam (2010
-
(2010)
International Encyclopedia of Education
, vol.7
, pp. 112-118
-
-
Baker, R.S.J.D.1
-
2
-
-
84857477373
-
A java desktop tool for mining moodle data
-
Pechenizkiy, M., Calders, T., Conati, C., Ventura, S., Romero, C., Stamper, J. (eds.). International Educational Data Mining Society, Eindhoven
-
Pedraza-Perez, R., Romero, C., Ventura, S.: A java desktop tool for mining moodle data. In: Pechenizkiy, M., Calders, T., Conati, C., Ventura, S., Romero, C., Stamper, J. (eds.) Proceedings of 4th International Conference on Educational Data Mining, pp. 319-320. International Educational Data Mining Society, Eindhoven (2011
-
(2011)
Proceedings of 4th International Conference on Educational Data Mining
, pp. 319-320
-
-
Pedraza-Perez, R.1
Romero, C.2
Ventura, S.3
-
3
-
-
84868199180
-
Examining students' online interaction in a live video streaming environment using data mining and text mining
-
He, W.: Examining students' online interaction in a live video streaming environment using data mining and text mining. Comput. Hum. Behav. 29(1), 90-102 (2013
-
(2013)
Comput. Hum. Behav
, vol.29
, Issue.1
, pp. 90-102
-
-
He, W.1
-
4
-
-
79960107927
-
Data mining model for higher education system
-
Ayesha, S., Mustafa, T., Sattar, A., Khan, I.: Data mining model for higher education system. Eur. J. Sci. Res. 43(1), 24-29 (2010
-
(2010)
Eur. J. Sci. Res
, vol.43
, Issue.1
, pp. 24-29
-
-
Ayesha, S.1
Mustafa, T.2
Sattar, A.3
Khan, I.4
-
5
-
-
84868197192
-
Mining educational data to reduce dropout rates of engineering students
-
Pal, S.: Mining educational data to reduce dropout rates of engineering students. Int. J. Inf. Eng. Electron. Bus. 2(1), 1-7 (2012
-
(2012)
Int. J. Inf. Eng. Electron. Bus
, vol.2
, Issue.1
, pp. 1-7
-
-
Pal, S.1
-
6
-
-
84862892745
-
Application of data mining in educational databases for predicting academic trends and patterns
-
IEEE Press, Piscataway
-
Parack, S., Zahid, Z., Merchant, F.: Application of data mining in educational databases for predicting academic trends and patterns. In: Proceedings of 2012 IEEE International Conference on Technology Enhanced Education, pp. 1-4. IEEE Press, Piscataway (2012
-
(2012)
Proceedings of 2012 IEEE International Conference on Technology Enhanced Education
, pp. 1-4
-
-
Parack, S.1
Zahid, Z.2
Merchant, F.3
-
7
-
-
84891860998
-
A survey of educational data-mining research
-
Huebner, R.A.: A survey of educational data-mining research. Res. High. Educ. J. 19, 1-13 (2013
-
(2013)
Res. High. Educ. J.
, vol.19
, pp. 1-13
-
-
Huebner, R.A.1
-
8
-
-
84879549462
-
Introduction to the special section on educational data mining
-
Calders, T., Pechenizkiy, M.: Introduction to the special section on educational data mining. ACM SIGKDD Explor. 13(2), 3-6 (2011
-
(2011)
ACM SIGKDD Explor
, vol.132
, Issue.3-6
-
-
Calders, T.1
Pechenizkiy, M.2
-
11
-
-
84873350900
-
A reference model for learning analytics
-
Chatti, M.A., Dyckhoff, A.L., Schroeder, U., Thüs, H.: A reference model for learning analytics. Int. J. Technol. Enhanced Learn. 4(5-6), 318-331 (2012
-
(2012)
Int. J. Technol. Enhanced Learn
, vol.4
, Issue.5-6
, pp. 318-331
-
-
Chatti, M.A.1
Dyckhoff, A.L.2
Schroeder, U.3
Thüs, H.4
-
12
-
-
84891854769
-
Enhancing teaching and learning through educational data mining and learning analytics: An issue brief. US Department of Education
-
Bienkowski, M., Feng, M., Means, B.: Enhancing teaching and learning through educational data mining and learning analytics: An issue brief. US Department of Education, Office of Educational Technology, pp. 1-57 (2012
-
(2012)
Office of Educational Technology
, pp. 1-57
-
-
Bienkowski, M.1
Feng, M.2
Means, B.3
-
13
-
-
84891869601
-
Educational data mining
-
Seel, N.M. (eds. Springer, US
-
Scheuer, O., McLaren, B.M.: Educational data mining. In: Seel, N.M. (eds.) Encyclopedia of the Sciences of Learning, pp. 1075-1079. Springer, US (2012
-
(2012)
Encyclopedia of the Sciences of Learning
, pp. 1075-1079
-
-
Scheuer, O.1
McLaren, B.M.2
-
14
-
-
84891843689
-
Introduction
-
Romero, C., Ventura, S., Pechenizkiy, M., Baker, R.S.J.D. (eds. CRC Press, Boca Raton
-
Romero, C., Ventura, S., Pechenizkiy, M., Baker, R.S.J.D.: Introduction. In: Romero, C., Ventura, S., Pechenizkiy, M., Baker, R.S.J.D. (eds.) Handbook of Educational Data Mining, Chapman and Hall/CRC Data Mining and Knowledge Discovery Series, pp. 1-5. CRC Press, Boca Raton (2011
-
(2011)
Handbook of Educational Data Mining, Chapman and Hall/CRC Data Mining and Knowledge Discovery Series
, pp. 1-5
-
-
Romero, C.1
Ventura, S.2
Pechenizkiy, M.3
Baker, R.S.J.D.4
-
15
-
-
77954923145
-
A combinational incremental ensemble of classifiers as a technique for predicting students' performance in distance education
-
Kotsiantis, S., Patriarcheas, K., Xenos, M.: A combinational incremental ensemble of classifiers as a technique for predicting students' performance in distance education. Knowl-Based Syst. 23(6), 529-535 (2010
-
(2010)
Knowl-Based Syst
, vol.23
, Issue.6
, pp. 529-535
-
-
Kotsiantis, S.1
Patriarcheas, K.2
Xenos, M.3
-
16
-
-
71549171729
-
Mining lms data to develop an ''early warning'' system for educators: A proof of concept
-
Macfayden, L.P., Dawson, S.: Mining LMS data to develop an ''early warning'' system for educators: A proof of concept. Comput. Educ. 54(2), 588-599 (2010
-
(2010)
Comput. Educ
, vol.54
, Issue.2
, pp. 588-599
-
-
Macfayden, L.P.1
Dawson, S.2
-
17
-
-
84877607651
-
Association rule mining using genetic programming to provide feedback to instructors from multiple-choice quiz data
-
Romero, C., Zafra, A., Luna, J.M., Ventura, S.: Association rule mining using genetic programming to provide feedback to instructors from multiple-choice quiz data. Expert Syst. 30(2), 162-172 (2013
-
(2013)
Expert Syst
, vol.30
, Issue.2
, pp. 162-172
-
-
Romero, C.1
Zafra, A.2
Luna, J.M.3
Ventura, S.4
-
18
-
-
77957257328
-
Application of machine learning techniques to analyse student interactions and improve the collaboration process
-
Anaya, A.R., Boticario, J.G.: Application of machine learning techniques to analyse student interactions and improve the collaboration process. Expert Syst. Appl. 38, 1171-1181 (2011
-
(2011)
Expert Syst. Appl
, vol.38
, pp. 1171-1181
-
-
Anaya, A.R.1
Boticario, J.G.2
-
20
-
-
77954605151
-
The state of educational data mining in 2009: A review and future visions
-
Baker, R.J.D.F., Yacef, K.: The state of educational data mining in 2009: A review and future visions. J. Educ. Data Min. 1(1), 3-17 (2009
-
(2009)
J. Educ. Data Min
, vol.1
, Issue.1
, pp. 3-17
-
-
Baker, R.J.D.F.1
Yacef, K.2
-
21
-
-
84995271031
-
A survey of data mining in the context of e-Learning
-
ALMazroui, Y.A.: A survey of data mining in the context of e-Learning. Int. J. Inf. Technol. Comput. Sci. 7(3), 8-18 (2013
-
(2013)
Int. J. Inf. Technol. Comput. Sci
, vol.7
, Issue.3
, pp. 8-18
-
-
Almazroui, Y.A.1
-
22
-
-
85084016546
-
Mining student behavior patterns in reading comprehension tasks
-
Yacef, K., Zaïane, O., Hershkovitz, A., Yudelson, M., Stamper, J. (eds. International Educational Data Mining Society, Chania
-
Peckham, T., McCalla, G.: Mining student behavior patterns in reading comprehension tasks. In: Yacef, K., Zaïane, O., Hershkovitz, A., Yudelson, M., Stamper, J. (eds.) Proceedings of 5th International Conference on Educational Data Mining, pp. 87-94. International Educational Data Mining Society, Chania (2012
-
(2012)
Proceedings of 5th International Conference on Educational Data Mining
, pp. 87-94
-
-
Peckham, T.1
McCalla, G.2
-
23
-
-
84857491217
-
Mining rare association rules from elearning data
-
Baker, R.S.J.D., Merceron, A., Pavlik Jr., P.I. (eds. International Educational Data Mining Society, Pittsburgh
-
Romero, C., Romero, J.R., Luna, J.M., Ventura, S.: Mining rare association rules from elearning data. In: Baker, R.S.J.D., Merceron, A., Pavlik Jr., P.I. (eds.) Proceedings of 3rd International Conference on Educational Data Mining, pp. 171-180. International Educational Data Mining Society, Pittsburgh (2010
-
(2010)
Proceedings of 3rd International Conference on Educational Data Mining
, pp. 171-180
-
-
Romero, C.1
Romero, J.R.2
Luna, J.M.3
Ventura, S.4
-
24
-
-
79955827700
-
Activity sequence modeling and dynamic clustering for personalized e-learning
-
Kock, M., Paramythis, A.: Activity sequence modeling and dynamic clustering for personalized e-learning. User Model. User-Adap. Inter. 21(1-2), 51-97 (2011
-
(2011)
User Model. User-Adap. Inter
, vol.21
, Issue.1-2
, pp. 51-97
-
-
Kock, M.1
Paramythis, A.2
-
25
-
-
85084012473
-
Clustering and visualizing study state sequences
-
D'Mello, S.K., Calvo, R.A., Olney, A. (eds. International Educational Data Mining Society, Memphis
-
Desmarais, M.C., Lemieux, F.: Clustering and visualizing study state sequences. In: D'Mello, S.K., Calvo, R.A., Olney, A. (eds.) Proceedings of 6th International Conference on Educational Data Mining, pp. 224-227. International Educational Data Mining Society, Memphis (2013
-
(2013)
Proceedings of 6th International Conference on Educational Data Mining
, pp. 224-227
-
-
Desmarais, M.C.1
Lemieux, F.2
-
26
-
-
85084015233
-
Identifying students' characteristic learning behaviors in an intelligent tutoring system fostering self regulated learning
-
Yacef, K., Zaïane, O., Hershkovitz, A., Yudelson, M., Stamper, J. (eds. International Educational Data Mining Society, Chania
-
Bouchet, F., Azevedo, R., Kinnebrew, J.S., Biswas, G.: Identifying students' characteristic learning behaviors in an intelligent tutoring system fostering self regulated learning. In: Yacef, K., Zaïane, O., Hershkovitz, A., Yudelson, M., Stamper, J. (eds.) Proceedings of 5th International Conference on Educational Data Mining, pp. 65-72. International Educational Data Mining Society, Chania (2012
-
(2012)
Proceedings of 5th International Conference on Educational Data Mining
, pp. 65-72
-
-
Bouchet, F.1
Azevedo, R.2
Kinnebrew, J.S.3
Biswas, G.4
-
28
-
-
84857496904
-
Analyzing participation of students in online courses using social network analysis technique
-
Pechenizkiy, M., Calders, T., Conati, C., Ventura, S., Romero, C., Stamper, J. (eds. International Educational Data Mining Society, Eindhoven
-
Rabbany, R., Takaffoli, M., Zaïane, O.: Analyzing participation of students in online courses using social network analysis technique. In: Pechenizkiy, M., Calders, T., Conati, C., Ventura, S., Romero, C., Stamper, J. (eds.) Proceedings of 4th International Conference on Educational Data Mining, pp. 21-30. International Educational Data Mining Society, Eindhoven (2011
-
(2011)
Proceedings of 4th International Conference on Educational Data Mining
, pp. 21-30
-
-
Rabbany, R.1
Takaffoli, M.2
Zaïane, O.3
-
29
-
-
85008351995
-
Process mining from educational data
-
Romero, C., Ventura, S., Pechenizkiy, M., Baker, R.S.J.D. (eds. CRC Press, Boca Raton
-
Trčka, N., Pechenizkiy, M., Aalst W.v.d.: Process mining from educational data. In: Romero, C., Ventura, S., Pechenizkiy, M., Baker, R.S.J.D. (eds.) Proceedings of Handbook of Educational Data Mining, Chapman and Hall/CRC Data Mining and Knowledge Discovery Series, pp. 123-142. CRC Press, Boca Raton (2011
-
(2011)
Proceedings of Handbook of Educational Data Mining, Chapman and Hall/CRC Data Mining and Knowledge Discovery Series
, pp. 123-142
-
-
Trčka, N.1
Pechenizkiy, M.2
Aalst, W.V.D.3
-
30
-
-
84876471490
-
The sum is greater than the parts: Ensembling models of student knowledge in educational software
-
Pardos, Z.A., Gowda, S.M., Baker, R.S.J.D., Heffernan, N.T.: The sum is greater than the parts: Ensembling models of student knowledge in educational software. ACM SIGKDD Explor. 13(2), 37-44 (2011
-
(2011)
ACM SIGKDD Explor
, vol.13
, Issue.2
, pp. 37-44
-
-
Pardos, Z.A.1
Gowda, S.M.2
Baker, R.S.J.D.3
Heffernan, N.T.4
-
31
-
-
84879533266
-
Mapping question items to skills with non-negative matrix factorization
-
Desmarais, M.C.: Mapping question items to skills with non-negative matrix factorization. ACM SIGKDD Explor. 13(2), 30-36 (2011
-
(2011)
ACM SIGKDD Explor
, vol.132
, Issue.30-36
-
-
Desmarais, M.C.1
-
32
-
-
78650231614
-
Recommender system for predicting student performance
-
Thai-Nghe, N., Drumond, L., Krohn-Grimberghe, A., Schmidt-Thieme, L.: Recommender system for predicting student performance. Procedia Comput. Science 1(2), 2811-2819 (2010
-
(2010)
Procedia Comput. Science
, vol.1
, Issue.2
, pp. 2811-2819
-
-
Thai-Nghe, N.1
Drumond, L.2
Krohn-Grimberghe, A.3
Schmidt-Thieme, L.4
-
34
-
-
84857480297
-
A data model to ease analysis and mining of educational data
-
Baker, R.S.J.D., Merceron, A., Pavlik Jr., P.I. (eds. International Educational Data Mining Society, Pittsburgh
-
Krüger, A., Merceron, A., Wolf, B.: A data model to ease analysis and mining of educational data. In: Baker, R.S.J.D., Merceron, A., Pavlik Jr., P.I. (eds.) Proceedings of 3rd International Conference on Educational Data Mining, pp. 131-140. International Educational Data Mining Society, Pittsburgh (2010
-
(2010)
Proceedings of 3rd International Conference on Educational Data Mining
, pp. 131-140
-
-
Krüger, A.1
Merceron, A.2
Wolf, B.3
-
35
-
-
84856341035
-
AAT: A tool for accessing and analysing students' behaviour data in learning systems
-
ACM, New York
-
Graf, S., Ives, C., Rahman, N., Ferri, A.: AAT: A tool for accessing and analysing students' behaviour data in learning systems. In: Proceedings of 1st International Conference on Learning Analytics and Knowledge, pp. 174-179. ACM, New York (2011
-
(2011)
Proceedings of 1st International Conference on Learning Analytics and Knowledge
, pp. 174-179
-
-
Graf, S.1
Ives, C.2
Rahman, N.3
Ferri, A.4
-
36
-
-
84877786122
-
A service oriented architecture to provide data mining services for non-expert data miners
-
Zorrilla, M., Garcia-Saiz, D.: A service oriented architecture to provide data mining services for non-expert data miners. Decis. Support Syst. J. 55(1), 399-411 (2013
-
(2013)
Decis. Support Syst. J.
, vol.55
, Issue.1
, pp. 399-411
-
-
Zorrilla, M.1
Garcia-Saiz, D.2
-
38
-
-
84863406966
-
EDM visualization tool: Watching students learn
-
Baker, R.S.J.D., Merceron, A., Pavlik Jr., P.I. (eds. International EDM Society, Pittsburgh
-
Johnson, M., Barnes, T.: EDM visualization tool: Watching students learn. In: Baker, R.S.J.D., Merceron, A., Pavlik Jr., P.I. (eds.) Proceedings of 3rd International Conference on Educational Data Mining, pp. 297-298. International EDM Society, Pittsburgh (2010
-
(2010)
Proceedings of 3rd International Conference on Educational Data Mining
, pp. 297-298
-
-
Johnson, M.1
Barnes, T.2
-
39
-
-
84878892197
-
DRAL: A tool for discovering relevant e-Activities for learners
-
Zafra, A., Romero, C., Ventura, S.: DRAL: A tool for discovering relevant e-Activities for learners. Knowl. Inf. Syst. 36(1), 211-250 (2013
-
(2013)
Knowl. Inf. Syst
, vol.36
, Issue.1
, pp. 211-250
-
-
Zafra, A.1
Romero, C.2
Ventura, S.3
-
40
-
-
78650758307
-
Learners' navigation behavior identification based on traces analysis
-
Bousbia, N., Rebaï, I., Labat, J-M., Balla, A.: Learners' navigation behavior identification based on traces analysis. User Model. User-Adap. Inter. 20(5), 455-494 (2010
-
(2010)
User Model. User-Adap. Inter
, vol.20
, Issue.5
, pp. 455-494
-
-
Bousbia, N.1
Rebaï, I.2
Labat, J.-M.3
Balla, A.4
-
41
-
-
84873367085
-
Design and implementation of a learning analytics toolkit for teachers
-
Dyckhoff, A.L., Zielke, D., Bültmann, M., Chatti, M.A., Schroeder, U.: Design and implementation of a learning analytics toolkit for teachers. Educ. Technol. Soc. 15(3), 58-76 (2012
-
(2012)
Educ. Technol. Soc
, vol.15
, Issue.3
, pp. 58-76
-
-
Dyckhoff, A.L.1
Zielke, D.2
Bültmann, M.3
Chatti, M.A.4
Schroeder, U.5
-
42
-
-
84944325102
-
A data repository for the EDM community: The PSLC datashop
-
Romero, C., Ventura, S., Pechenizkiy, M., Baker, R.S.J.D. (eds. CRC Press, Boca Raton
-
Koedinger, K.R., Baker, R.S.J.D., Cunningham, K., Skogsholm, A., Leber, B., Stamper, J.: A data repository for the EDM community: The PSLC datashop. In: Romero, C., Ventura, S., Pechenizkiy, M., Baker, R.S.J.D. (eds.) Proceedings of Handbook of Educational Data Mining, Chapman and Hall/CRC Data Mining and Knowledge Discovery Series, pp. 43-55. CRC Press, Boca Raton (2011
-
(2011)
Proceedings of Handbook of Educational Data Mining, Chapman and Hall/CRC Data Mining and Knowledge Discovery Series
, pp. 43-55
-
-
Koedinger, K.R.1
Baker, R.S.J.D.2
Cunningham, K.3
Skogsholm, A.4
Leber, B.5
Stamper, J.6
-
43
-
-
84869789520
-
Multimodal learning and teaching corpora exchange: Lessons learned in 5 years by the Mulce project In: Special issue on dataTEL: Datasets and data supported learning in technology-enhanced learning
-
Reffay, C., Betbeder, M-L., Chanier, T.: Multimodal learning and teaching corpora exchange: Lessons learned in 5 years by the Mulce project. In: Special issue on dataTEL: Datasets and data supported learning in technology-enhanced learning. Int. J. Technol. Enhanced Learn. 4(1-2), 11-30 (2012
-
(2012)
Int. J. Technol. Enhanced Learn
, vol.4
, Issue.1-2
, pp. 11-30
-
-
Reffay, C.1
Betbeder, M.-L.2
Chanier, T.3
-
44
-
-
84871069884
-
Use of machine learning techniques for educational proposes: A decision support system for forecasting students' grades
-
Kotsiantis, S.B.: Use of machine learning techniques for educational proposes: A decision support system for forecasting students' grades. Artif. Intell. Rev. 37(4), 331-344 (2012
-
(2012)
Artif. Intell. Rev
, vol.37
, Issue.4
, pp. 331-344
-
-
Kotsiantis, S.B.1
-
45
-
-
77957286385
-
Combining unsupervised and supervised classification to build user models for exploratory learning environments
-
Amershi, S., Conati, C.: Combining unsupervised and supervised classification to build user models for exploratory learning environments. J. Educ. Data Min. 1(1), 18-71 (2009
-
(2009)
J. Educ. Data Min
, vol.1
, Issue.1
, pp. 18-71
-
-
Amershi, S.1
Conati, C.2
-
47
-
-
84862177782
-
Using data mining on student behavior and cognitive style data for improving e-learning systems: A case study
-
Jovanovica, M., Vukicevica, M., Milovanovica, M., Minovica, M.: Using data mining on student behavior and cognitive style data for improving e-learning systems: A case study. Int. J. Comput. Intell. Syst. 5(3), 597-610 (2012
-
(2012)
Int. J. Comput. Intell. Syst
, vol.5
, Issue.3
, pp. 597-610
-
-
Jovanovica, M.1
Vukicevica, M.2
Milovanovica, M.3
Minovica, M.4
-
48
-
-
79960053813
-
Using educational data mining methods to study the impact of virtual classroom in e-learning
-
Baker, R.S.J.D., Merceron, A., Pavlik Jr., P.I. (eds. International Educational Data Mining Society, Pittsburgh
-
Falakmasir, M., Jafar, H.: Using educational data mining methods to study the impact of virtual classroom in e-learning. In: Baker, R.S.J.D., Merceron, A., Pavlik Jr., P.I. (eds.) Proceedings of 3rd International Conference on Educational Data Mining, pp. 241-248. International Educational Data Mining Society, Pittsburgh (2010
-
(2010)
Proceedings of 3rd International Conference on Educational Data Mining
, pp. 241-248
-
-
Falakmasir, M.1
Jafar, H.2
-
49
-
-
84872707825
-
Web usage mining for predicting final marks of students that use moodle courses
-
Romero, C., Espejo, P.G., Zafra, A., Romero, J.R., Ventura, S.: Web usage mining for predicting final marks of students that use moodle courses. Comput. Appl. Eng. Educ. J. 21(1), 135-146 (2013
-
(2013)
Comput. Appl. Eng. Educ. J.
, vol.21
, Issue.1
, pp. 135-146
-
-
Romero, C.1
Espejo, P.G.2
Zafra, A.3
Romero, J.R.4
Ventura, S.5
-
50
-
-
77955895091
-
Data mining to generate individualised feedback
-
Aleven, V., Kay, J., Mostow, J. (eds. Springer, Heidelberg
-
Dominguez, A.K., Yacef, K., Curran, J.: Data mining to generate individualised feedback. In: Aleven, V., Kay, J., Mostow, J. (eds.) ITS 2010, Part II. LNCS, vol. 6095, pp. 303-305. Springer, Heidelberg (2010
-
(2010)
ITS 2010, Part II. LNCS
, vol.6095
, pp. 303-305
-
-
Dominguez, A.K.1
Yacef, K.2
Curran, J.3
-
51
-
-
84868199866
-
Usage reporting on recorded lectures using educational data mining
-
Gorissen, P., Bruggen, J., Jochems, W.: Usage reporting on recorded lectures using educational data mining. Int. J. Learn. Technol. 7(1), 23-40 (2012
-
(2012)
Int. J. Learn. Technol
, vol.7
, Issue.1
, pp. 23-40
-
-
Gorissen, P.1
Bruggen, J.2
Jochems, W.3
-
52
-
-
84858972224
-
Using fine-grained skill models to fit student performance with Bayesian networks
-
Romero, C., Ventura, S., Pechenizkiy, M., Baker, R.S.J.D. (eds. CRC Press, Boca Raton
-
Pardos, Z.A., Heffernan, N.T., Anderson, B.S., Heffernan, C.L.: Using fine-grained skill models to fit student performance with Bayesian networks. In: Romero, C., Ventura, S., Pechenizkiy, M., Baker, R.S.J.D. (eds.) Handbook of Educational Data Mining, Chapman and Hall/CRC Data Mining and Knowledge Discovery Series, pp. 417-426. CRC Press, Boca Raton (2011
-
(2011)
Handbook of Educational Data Mining, Chapman and Hall/CRC Data Mining and Knowledge Discovery Series
, pp. 417-426
-
-
Pardos, Z.A.1
Heffernan, N.T.2
Anderson, B.S.3
Heffernan, C.L.4
-
53
-
-
84857465730
-
Spectral clustering in educational data mining
-
Pechenizkiy, M., Calders, T., Conati, C., Ventura, S., Romero, C., Stamper, J. (eds. International Educational Data Mining Society, Eindhoven
-
Trivedi, S., Pardos, Z.A., Sárközy, G.N., Heffernan, N.T.: Spectral clustering in educational data mining. In: Pechenizkiy, M., Calders, T., Conati, C., Ventura, S., Romero, C., Stamper, J. (eds.) Proceedings of 4th International Conference on Educational Data Mining, pp. 129-138. International Educational Data Mining Society, Eindhoven (2011
-
(2011)
Proceedings of 4th International Conference on Educational Data Mining
, pp. 129-138
-
-
Trivedi, S.1
Pardos, Z.A.2
Sárközy, G.N.3
Heffernan, N.T.4
-
54
-
-
84944709180
-
Collaborative filtering applied to educational data mining
-
Toescher, A., Jahrer, M.: Collaborative filtering applied to educational data mining. J. Mach. Learn. Res. (2010
-
(2010)
J. Mach. Learn. Res
-
-
Toescher, A.1
Jahrer, M.2
-
55
-
-
85084012504
-
Classification via clustering for predicting final marks based on student participation in forums
-
Yacef, K., Zaïane, O., Hershkovitz, A., Yudelson, M., Stamper, J. (eds. International EDM Society, Chania
-
López, M.I., Luna, J.M., Romero, C., Ventura, S.: Classification via clustering for predicting final marks based on student participation in forums. In: Yacef, K., Zaïane, O., Hershkovitz, A., Yudelson, M., Stamper, J. (eds.) Proceedings of 5th International Conference on Educational Data Mining, pp. 148-151. International EDM Society, Chania (2012
-
(2012)
Proceedings of 5th International Conference on Educational Data Mining
, pp. 148-151
-
-
López, M.I.1
Luna, J.M.2
Romero, C.3
Ventura, S.4
-
56
-
-
84868550135
-
A study of enhanced structured web-based discussion in a foreign language learning class
-
Chang, M.M., Lin, M.C., Tsai, M.J.: A study of enhanced structured web-based discussion in a foreign language learning class. Comput. Educ. 61, 232-241 (2013
-
(2013)
Comput. Educ
, vol.61
, pp. 232-241
-
-
Chang, M.M.1
Lin, M.C.2
Tsai, M.J.3
-
57
-
-
76649103360
-
Better to be frustrated than bored: The incidence, persistence, and impact of learners' cognitive-Affective states during interactions with three different computer-based learning environments
-
Baker, R.S.Jd., D'Mello, S.K., Rodrigo, M.M.T., Graesser, A.C.: Better to be frustrated than bored: The incidence, persistence, and impact of learners' cognitive-Affective states during interactions with three different computer-based learning environments. Int. J. Hum-Comput. Stud. 68(4), 223-241 (2010
-
(2010)
Int. J. Hum-Comput. Stud
, vol.68
, Issue.4
, pp. 223-241
-
-
Baker, R.S.J.D.1
D'Mello, S.K.2
Rodrigo, M.M.T.3
Graesser, A.C.4
-
58
-
-
85084015190
-
Identifying learning behaviors by contextualizing differential sequence mining with action features and performance evolution In
-
Yacef, K., Zaïane, O., Hershkovitz, A., Yudelson, M., Stamper, J. (eds. International EDM Society, Chania
-
Kinnebrew, J.S., Biswas, G.: Identifying learning behaviors by contextualizing differential sequence mining with action features and performance evolution In: Yacef, K., Zaïane, O., Hershkovitz, A., Yudelson, M., Stamper, J. (eds.) Proceedings of 5th International Conference on Educational Data Mining, pp. 57-64. International EDM Society, Chania (2012
-
(2012)
Proceedings of 5th International Conference on Educational Data Mining
, pp. 57-64
-
-
Kinnebrew, J.S.1
Biswas, G.2
-
59
-
-
85084014641
-
Identifying successful learners from interaction behaviour
-
Yacef, K., Zaïane, O., Hershkovitz, A., Yudelson, M., Stamper, J. (eds. International Educational Data Mining Society, Chania
-
McCuaig, J., Baldwin, J.: Identifying successful learners from interaction behaviour. In: Yacef, K., Zaïane, O., Hershkovitz, A., Yudelson, M., Stamper, J. (eds.) Proceedings of 5th International Conference on Educational Data Mining, pp. 160-163. International Educational Data Mining Society, Chania (2012
-
(2012)
Proceedings of 5th International Conference on Educational Data Mining
, pp. 160-163
-
-
McCuaig, J.1
Baldwin, J.2
-
60
-
-
85084013183
-
Predicting dropout from social behaviour of students
-
Yacef, K., Zaïane, O., Hershkovitz, A., Yudelson, M., Stamper, J. (eds. International Educational Data Mining Society, Chania
-
Bayer, J., Bydzovska, H., Geryk, J., Obsivac, T., Popelinsky, L.: Predicting dropout from social behaviour of students. In: Yacef, K., Zaïane, O., Hershkovitz, A., Yudelson, M., Stamper, J. (eds.) Proceedings of 5th International Conference on Educational Data Mining, pp. 103-109. International Educational Data Mining Society, Chania (2012
-
(2012)
Proceedings of 5th International Conference on Educational Data Mining
, pp. 103-109
-
-
Bayer, J.1
Bydzovska, H.2
Geryk, J.3
Obsivac, T.4
Popelinsky, L.5
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