2013
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Márquez-Vera, C; Romero, C; Ventura, S Predicting school failure and dropout by using data mining techniques Journal Article Revista Iberoamericana de Tecnologias del Aprendizaje, 8 (1), pp. 7-14, 2013. Links | BibTeX | Tags: Educational Data Mining, Predicting Student Performance @article{Marquez-Vera-2013-RITA,
title = {Predicting school failure and dropout by using data mining techniques},
author = {M\'{a}rquez-Vera, C. and Romero, C. and Ventura, S.},
url = {http://dx.doi.org/10.1109/RITA.2013.2244695},
doi = {10.1109/RITA.2013.2244695},
year = {2013},
date = {2013-01-01},
journal = {Revista Iberoamericana de Tecnologias del Aprendizaje},
volume = {8},
number = {1},
pages = {7-14},
keywords = {Educational Data Mining, Predicting Student Performance},
pubstate = {published},
tppubtype = {article}
}
|
Romero, C; López, M I; Luna, J M; Ventura, S Predicting students' final performance from participation in on-line discussion forums Journal Article Computers and Education, 68 , pp. 458-472, 2013. Links | BibTeX | Tags: Educational Data Mining, Predicting Student Performance @article{Romero-2013-CAE,
title = {Predicting students' final performance from participation in on-line discussion forums},
author = {Romero, C. and L\'{o}pez, M. I. and Luna, J. M. and Ventura, S.},
url = {http://dx.doi.org/10.1016/j.compedu.2013.06.009},
doi = {10.1016/j.compedu.2013.06.009},
year = {2013},
date = {2013-01-01},
journal = {Computers and Education},
volume = {68},
pages = {458-472},
keywords = {Educational Data Mining, Predicting Student Performance},
pubstate = {published},
tppubtype = {article}
}
|
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 Journal Article Computer Applications in Engineering Education, 21 (1), pp. 135-146, 2013. Links | BibTeX | Tags: Educational Data Mining, Predicting Student Performance @article{Romero-2013-CAEE,
title = {Web usage mining for predicting final marks of students that use Moodle courses},
author = {Romero, C. and Espejo, P. G. and Zafra, A. and Romero, J. R. and Ventura, S.},
url = {http://dx.doi.org/10.1002/cae.20456},
doi = {10.1002/cae.20456},
year = {2013},
date = {2013-01-01},
journal = {Computer Applications in Engineering Education},
volume = {21},
number = {1},
pages = {135-146},
keywords = {Educational Data Mining, Predicting Student Performance},
pubstate = {published},
tppubtype = {article}
}
|
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 Journal Article Expert Systems, 30 (2), pp. 162-172, 2013. Links | BibTeX | Tags: Educational Data Mining, Pattern Mining @article{Romero-2013-EXSY,
title = {Association rule mining using genetic programming to provide feedback to instructors from multiple-choice quiz data},
author = {Romero, C. and Zafra, A. and Luna, J. M. and Ventura, S.},
url = {http://dx.doi.org/10.1111/j.1468-0394.2012.00627.x},
doi = {10.1111/j.1468-0394.2012.00627.x},
year = {2013},
date = {2013-01-01},
journal = {Expert Systems},
volume = {30},
number = {2},
pages = {162-172},
keywords = {Educational Data Mining, Pattern Mining},
pubstate = {published},
tppubtype = {article}
}
|
Romero, C; Ventura, S Data mining in education Journal Article Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, 3 (1), pp. 12-27, 2013. Links | BibTeX | Tags: Educational Data Mining @article{Romero-2013-WIRES,
title = {Data mining in education},
author = {Romero, C. and Ventura, S.},
url = {http://dx.doi.org/10.1002/widm.1075},
doi = {10.1002/widm.1075},
year = {2013},
date = {2013-01-01},
journal = {Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery},
volume = {3},
number = {1},
pages = {12-27},
keywords = {Educational Data Mining},
pubstate = {published},
tppubtype = {article}
}
|
Zafra, A; Romero, C; Ventura, S DRAL: A tool for discovering relevant e-activities for learners Journal Article Knowledge and Information Systems, 36 (1), pp. 211-250, 2013. Links | BibTeX | Tags: Educational Data Mining, Multi-instance Learning @article{Zafra-2013-KAIS,
title = {DRAL: A tool for discovering relevant e-activities for learners},
author = {Zafra, A. and Romero, C. and Ventura, S.},
url = {http://dx.doi.org/10.1007/s10115-012-0531-8},
doi = {10.1007/s10115-012-0531-8},
year = {2013},
date = {2013-01-01},
journal = {Knowledge and Information Systems},
volume = {36},
number = {1},
pages = {211-250},
keywords = {Educational Data Mining, Multi-instance Learning},
pubstate = {published},
tppubtype = {article}
}
|
Zapata, A; Menéndez, V H; Prieto, M E; Romero, C A framework for recommendation in learning object repositories: An example of application in civil engineering Journal Article Advances in Engineering Software, 56 , pp. 1-14, 2013. Links | BibTeX | Tags: Educational Data Mining, Educational Recommender Systems @article{Zapata-2013-AES,
title = {A framework for recommendation in learning object repositories: An example of application in civil engineering},
author = {Zapata, A. and Men'{e}ndez, V. H. and Prieto, M. E. and Romero, C.},
url = {http://dx.doi.org/10.1016/j.advengsoft.2012.10.005},
doi = {10.1016/j.advengsoft.2012.10.005},
year = {2013},
date = {2013-01-01},
journal = {Advances in Engineering Software},
volume = {56},
pages = {1-14},
keywords = {Educational Data Mining, Educational Recommender Systems},
pubstate = {published},
tppubtype = {article}
}
|
2012
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López, M I; Luna, J M; Romero, C; Ventura, S Classification via clustering for predicting final marks based on student participation in forums Inproceedings Proceedings of the 5th International Conference on Educational Data Mining, pp. 148-151, Chania, Greece, 2012. Links | BibTeX | Tags: Educational Data Mining, Predicting Student Performance @inproceedings{Romero-2012-EDM-A,
title = {Classification via clustering for predicting final marks based on student participation in forums},
author = {L\'{o}pez, M. I. and Luna, J. M. and Romero, C. and Ventura, S.},
url = {http://educationaldatamining.org/EDM2012/uploads/procs/Short_Papers/edm2012_short_3.pdf},
year = {2012},
date = {2012-01-01},
booktitle = {Proceedings of the 5th International Conference on Educational Data Mining},
pages = {148-151},
address = {Chania, Greece},
series = {EDM 2012},
keywords = {Educational Data Mining, Predicting Student Performance},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Molina, M M; Luna, J M; Romero, C; Ventura, S Meta-learning approach for automatic parameter tuning: A case study with educational datasets Inproceedings Proceedings of the 5th International Conference on Educational Data Mining, pp. 180-183, Chania, Greece, 2012. Links | BibTeX | Tags: Educational Data Mining @inproceedings{Romero-2012-EDM-B,
title = {Meta-learning approach for automatic parameter tuning: A case study with educational datasets},
author = {Molina, M. M. and Luna, J. M. and Romero, C. and Ventura, S.},
url = {http://educationaldatamining.org/EDM2012/uploads/procs/Short_Papers/edm2012_short_5.pdf},
year = {2012},
date = {2012-01-01},
booktitle = {Proceedings of the 5th International Conference on Educational Data Mining},
pages = {180-183},
address = {Chania, Greece},
series = {EDM 2012},
keywords = {Educational Data Mining},
pubstate = {published},
tppubtype = {inproceedings}
}
|
2011
|
Carmona, C J; González, P; del Jesús, M J; Ventura, S Subgroup discovery in an e-learning usage study based on Moodle Inproceedings Proceedings of the 7th International Conference on Next Generation Web Services Practices, NWeSP'11, pp. 446-451, 2011. Links | BibTeX | Tags: Educational Data Mining, Subgroup Discovery @inproceedings{Carmona-2011-NWESP,
title = {Subgroup discovery in an e-learning usage study based on Moodle},
author = {Carmona, C. J. and Gonz\'{a}lez, P. and del Jes\'{u}s, M. J. and Ventura, S.},
url = {http://dx.doi.org/10.1109/NWeSP.2011.6088221},
doi = {10.1109/NWeSP.2011.6088221},
year = {2011},
date = {2011-01-01},
booktitle = {Proceedings of the 7th International Conference on Next Generation Web Services Practices, NWeSP'11},
pages = {446-451},
keywords = {Educational Data Mining, Subgroup Discovery},
pubstate = {published},
tppubtype = {inproceedings}
}
|
García, E; Romero, C; Ventura, S; de Castro, C A collaborative educational association rule mining tool Journal Article Internet and Higher Education, 14 (2), pp. 77-88, 2011. Links | BibTeX | Tags: Association Rule Mining, Educational Data Mining @article{Garcia-2011-IHE,
title = {A collaborative educational association rule mining tool},
author = {Garc\^{i}a, E. and Romero, C. and Ventura, S. and de Castro, C.},
url = {http://dx.doi.org/10.1016/j.iheduc.2010.07.006},
doi = {10.1016/j.iheduc.2010.07.006},
year = {2011},
date = {2011-01-01},
journal = {Internet and Higher Education},
volume = {14},
number = {2},
pages = {77-88},
keywords = {Association Rule Mining, Educational Data Mining},
pubstate = {published},
tppubtype = {article}
}
|
Menendez-Dominguez, V H; Zapata, A; Prieto, M E; Romero, C; Serrano-Guerrero, J A similarity-based approach to enhance learning objects management systems Inproceedings Proceedings of the 11th International Conference on Intelligent Systems Design and Applications, ISDA'11, pp. 996-1001, 2011. Links | BibTeX | Tags: Educational Data Mining @inproceedings{Menendez-Dominguez-2011-ISDA,
title = {A similarity-based approach to enhance learning objects management systems},
author = {Menendez-Dominguez, V. H. and Zapata, A. and Prieto, M. E. and Romero, C. and Serrano-Guerrero, J.},
url = {http://dx.doi.org/10.1109/ISDA.2011.6121788},
doi = {10.1109/ISDA.2011.6121788},
year = {2011},
date = {2011-01-01},
booktitle = {Proceedings of the 11th International Conference on Intelligent Systems Design and Applications, ISDA'11},
pages = {996-1001},
keywords = {Educational Data Mining},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Pedraza-Perez, R; Romero, C; Ventura, S A java desktop tool for mining moodle data Inproceedings Proceedings of the 4th International Conference on Educational Data Mining, EDM'11, pp. 319-320, 2011. Links | BibTeX | Tags: Educational Data Mining, Predicting Student Performance @inproceedings{Pedraza-Perez-2011-EDM,
title = {A java desktop tool for mining moodle data},
author = {Pedraza-Perez, R. and Romero, C. and Ventura, S.},
url = {http://educationaldatamining.org/EDM2011/wp-content/uploads/proc/edm2011_poster3_Pedraza-Perez.pdf},
year = {2011},
date = {2011-01-01},
booktitle = {Proceedings of the 4th International Conference on Educational Data Mining, EDM'11},
pages = {319-320},
keywords = {Educational Data Mining, Predicting Student Performance},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Zafra, A; Gibaja, E; Luque, M; Ventura, S An evaluation of the effectiveness of e-learning system as support for traditional classes Inproceedings Proceedings of the 7th International Conference on Next Generation Web Services Practices, NWeSP'11, pp. 431-435, 2011. Links | BibTeX | Tags: Educational Data Mining @inproceedings{Zafra-2011-NWESP,
title = {An evaluation of the effectiveness of e-learning system as support for traditional classes},
author = {Zafra, A. and Gibaja, E. and Luque, M. and Ventura, S.},
url = {http://dx.doi.org/10.1109/NWeSP.2011.6088218},
doi = {10.1109/NWeSP.2011.6088218},
year = {2011},
date = {2011-01-01},
booktitle = {Proceedings of the 7th International Conference on Next Generation Web Services Practices, NWeSP'11},
pages = {431-435},
keywords = {Educational Data Mining},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Zapata, A; Menendez, V H; Prieto, M E; Romero, C Using data mining in a recommender system to search for learning objects in repositories Inproceedings Proceedings of the 4th International Conference on Educational Data Mining, EDM'11, pp. 321-322, 2011. Links | BibTeX | Tags: Educational Data Mining, Educational Recommender Systems @inproceedings{Zapata-Gonzalez-2011-EDM,
title = {Using data mining in a recommender system to search for learning objects in repositories},
author = {Zapata, A. and Menendez, V. H. and Prieto, M. E. and Romero, C.},
url = {http://educationaldatamining.org/EDM2011/wp-content/uploads/proc/edm2011_poster4_Zapata-Gonzalez.pdf},
year = {2011},
date = {2011-01-01},
booktitle = {Proceedings of the 4th International Conference on Educational Data Mining, EDM'11},
pages = {321-322},
keywords = {Educational Data Mining, Educational Recommender Systems},
pubstate = {published},
tppubtype = {inproceedings}
}
|
2010
|
Romero, C; Luna, J M; Romero, J R; Ventura, S Mining Rare Association Rules from e-Learning Data Inproceedings Proceedings of the 3rd International Conference on Educational Data Mining, pp. 171–180, Pittsburgh, PA, USA, 2010. Links | BibTeX | Tags: Association Rule Mining, Educational Data Mining, Pattern Mining, Unsupervised Learning @inproceedings{2010-EDM-RARE,
title = {Mining Rare Association Rules from e-Learning Data},
author = {Romero, C. and Luna, J. M. and Romero, J. R. and Ventura, S.},
url = {http://educationaldatamining.org/EDM2010/uploads/proc/edm2010_submission_14.pdf},
year = {2010},
date = {2010-01-01},
booktitle = {Proceedings of the 3rd International Conference on Educational Data Mining},
pages = {171--180},
address = {Pittsburgh, PA, USA},
series = {EDM 2010},
keywords = {Association Rule Mining, Educational Data Mining, Pattern Mining, Unsupervised Learning},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Carmona, C J; González, P; Del Jesus, M J; Romero, C; Ventura, S Evolutionary algorithms for subgroup discovery applied to e-learning data Inproceedings pp. 983-990, 2010. Links | BibTeX | Tags: Association Rule Mining, Educational Data Mining @inproceedings{Carmona-2010-EDUCON,
title = {Evolutionary algorithms for subgroup discovery applied to e-learning data},
author = {Carmona, C. J. and Gonz\'{a}lez, P. and Del Jesus, M.J. and Romero, C. and Ventura, S.},
url = {http://dx.doi.org/10.1109/EDUCON.2010.5492470},
doi = {10.1109/EDUCON.2010.5492470},
year = {2010},
date = {2010-01-01},
journal = {Proceedings of the IEEE Education Engineering Conference, EDUCON'10},
pages = {983-990},
keywords = {Association Rule Mining, Educational Data Mining},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Romero, C; Ventura, S Educational data mining: A review of the state of the art Journal Article IEEE Transactions on Systems, Man and Cybernetics Part C: Applications and Reviews, 40 (6), pp. 601-618, 2010. Links | BibTeX | Tags: Educational Data Mining @article{Romero-2010-CYB,
title = {Educational data mining: A review of the state of the art},
author = {Romero, C. and Ventura, S.},
url = {http://dx.doi.org/10.1109/TSMCC.2010.2053532},
doi = {10.1109/TSMCC.2010.2053532},
year = {2010},
date = {2010-01-01},
journal = {IEEE Transactions on Systems, Man and Cybernetics Part C: Applications and Reviews},
volume = {40},
number = {6},
pages = {601-618},
keywords = {Educational Data Mining},
pubstate = {published},
tppubtype = {article}
}
|
Romero, C; Ventura, S; Vasilyeva, E; Pechenizkiy, M Class association rule mining from students' test data Inproceedings Proceedings of the 3rd International Conference on Educational Data Mining, EDM'10, pp. 317-318, 2010. Links | BibTeX | Tags: Association Rule Mining, Educational Data Mining @inproceedings{Romero-2010-EDM,
title = {Class association rule mining from students' test data},
author = {Romero, C. and Ventura, S. and Vasilyeva, E. and Pechenizkiy, M.},
url = {http://educationaldatamining.org/EDM2010/uploads/proc/edm2010_submission_44.pdf},
year = {2010},
date = {2010-01-01},
booktitle = {Proceedings of the 3rd International Conference on Educational Data Mining, EDM'10},
pages = {317-318},
keywords = {Association Rule Mining, Educational Data Mining},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Romero, C; Ventura, S; Pechenizkiy, M; Baker, R S Handbook of Educational Data Mining Book 1st, CRC Press, 2010, ISBN: 1-43980-457-5. Links | BibTeX | Tags: Educational Data Mining @book{VenturaRomero2010,
title = {Handbook of Educational Data Mining},
author = {Romero, C. and Ventura, S. and Pechenizkiy, M. and Baker, R. S.},
url = {https://www.crcpress.com/Handbook-of-Educational-Data-Mining/Romero-Ventura-Pechenizkiy-Baker/p/book/9781439804575},
isbn = {1-43980-457-5},
year = {2010},
date = {2010-01-01},
publisher = {CRC Press},
edition = {1st},
keywords = {Educational Data Mining},
pubstate = {published},
tppubtype = {book}
}
|
2009
|
Romero, C; Ventura, S; García, E; de Castro, C; Gea, M Collaborative Data Mining Tool for Education Inproceedings Proceedings of the 2nd International Conference on Educational Data Mining, pp. 299–308, Cordoba, Spain, 2009. Links | BibTeX | Tags: Educational Data Mining @inproceedings{DBLP:conf/edm/RomeroVGCG09,
title = {Collaborative Data Mining Tool for Education},
author = {Romero, C. and Ventura, S. and Garc\^{i}a, E. and de Castro, C. and Gea, M.},
url = {http://www.educationaldatamining.org/EDM2009/uploads/proceedings/romero.pdf},
year = {2009},
date = {2009-01-01},
booktitle = {Proceedings of the 2nd International Conference on Educational Data Mining},
pages = {299--308},
address = {Cordoba, Spain},
series = {EDM 2009},
crossref = {DBLP:conf/edm/2009},
keywords = {Educational Data Mining},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Romero, C; Ventura, S; Zafra, A; De Bra, P Applying Web usage mining for personalizing hyperlinks in Web-based adaptive educational systems Journal Article Computers & Education, 53 (3), pp. 828–840, 2009. Links | BibTeX | Tags: Educational Data Mining, Educational Recommender Systems @article{DBLP:journals/ce/RomeroVZB09,
title = {Applying Web usage mining for personalizing hyperlinks in Web-based adaptive educational systems},
author = {Romero, C. and Ventura, S. and Zafra, A. and De Bra, P.},
url = {http://dx.doi.org/10.1016/j.compedu.2009.05.003},
doi = {10.1016/j.compedu.2009.05.003},
year = {2009},
date = {2009-01-01},
journal = {Computers & Education},
volume = {53},
number = {3},
pages = {828--840},
keywords = {Educational Data Mining, Educational Recommender Systems},
pubstate = {published},
tppubtype = {article}
}
|
Romero, C; González, P; Ventura, S; del Jesús, M J; Herrera, F Evolutionary algorithms for subgroup discovery in e-learning: A practical application using Moodle data Journal Article Expert Syst. Appl., 36 (2), pp. 1632–1644, 2009. Links | BibTeX | Tags: Association Rule Mining, Educational Data Mining @article{DBLP:journals/eswa/RomeroGVJH09,
title = {Evolutionary algorithms for subgroup discovery in e-learning: A practical application using Moodle data},
author = {Romero, C. and Gonz\'{a}lez, P. and Ventura, S. and del Jes\'{u}s, M. J. and Herrera, F.},
url = {http://dx.doi.org/10.1016/j.eswa.2007.11.026},
doi = {10.1016/j.eswa.2007.11.026},
year = {2009},
date = {2009-01-01},
journal = {Expert Syst. Appl.},
volume = {36},
number = {2},
pages = {1632--1644},
keywords = {Association Rule Mining, Educational Data Mining},
pubstate = {published},
tppubtype = {article}
}
|
García, E; Romero, C; Ventura, S; de Castro, C An architecture for making recommendations to courseware authors using association rule mining and collaborative filtering Journal Article User Model. User-Adapt. Interact., 19 (1-2), pp. 99–132, 2009. Links | BibTeX | Tags: Educational Data Mining, Educational Recommender Systems @article{DBLP:journals/umuai/GarciaRVC09,
title = {An architecture for making recommendations to courseware authors using association rule mining and collaborative filtering},
author = {Garc\^{i}a, E. and Romero, C. and Ventura, S. and de Castro, C.},
url = {http://dx.doi.org/10.1007/s11257-008-9047-z},
doi = {10.1007/s11257-008-9047-z},
year = {2009},
date = {2009-01-01},
journal = {User Model. User-Adapt. Interact.},
volume = {19},
number = {1-2},
pages = {99--132},
keywords = {Educational Data Mining, Educational Recommender Systems},
pubstate = {published},
tppubtype = {article}
}
|
0000
|
García-Martínez, C; Cerezo, R; Bermúdez, M; Romero, C Improving essay peer grading accuracy in MOOCs using personalized weights Journal Article Journal of Computer Assisted Learning, In press , 0000. Links | BibTeX | Tags: Educational Data Mining, Predicting Student Performance @article{cgarcia2018peerReview,
title = {Improving essay peer grading accuracy in MOOCs using personalized weights},
author = {Garc\^{i}a-Mart\^{i}nez, C. and Cerezo, R. and Berm\'{u}dez, M. and Romero, C.},
doi = {10.1111/jcal.12316},
journal = {Journal of Computer Assisted Learning},
volume = {In press},
keywords = {Educational Data Mining, Predicting Student Performance},
pubstate = {published},
tppubtype = {article}
}
|