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@inproceedings{DBLP:conf/edm/AkcapinarCA11,
author = {G{\"{o}}khan Ak{\c{c}}apinar and
Erdal Cosgun and
Arif Altun},
editor = {Mykola Pechenizkiy and
Toon Calders and
Cristina Conati and
Sebasti{\'{a}}n Ventura and
Crist{\'{o}}bal Romero and
John C. Stamper},
title = {Prediction of Perceived Disorientation in Online Learning Environment
with Random Forest Regression},
booktitle = {Proceedings of the 4th International Conference on Educational Data
Mining, Eindhoven, The Netherlands, July 6-8, 2011},
pages = {259--264},
publisher = {www.educationaldatamining.org},
year = {2011},
url = {http://educationaldatamining.org/EDM2011/wp-content/uploads/proc/edm2011\_paper4\_short\_Akcapinar.pdf},
timestamp = {Tue, 23 Aug 2022 09:19:48 +0200},
biburl = {https://dblp.org/rec/conf/edm/AkcapinarCA11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/AnayaB11,
author = {Antonio R. Anaya and
Jesus Boticario},
editor = {Mykola Pechenizkiy and
Toon Calders and
Cristina Conati and
Sebasti{\'{a}}n Ventura and
Crist{\'{o}}bal Romero and
John C. Stamper},
title = {Towards Improvements on Domain-independent Measurements for Collaborative
Assessment},
booktitle = {Proceedings of the 4th International Conference on Educational Data
Mining, Eindhoven, The Netherlands, July 6-8, 2011},
pages = {317--318},
publisher = {www.educationaldatamining.org},
year = {2011},
url = {http://educationaldatamining.org/EDM2011/wp-content/uploads/proc/edm2011\_poster2\_Anaya.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/AnayaB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/AnjewierdenGSH11,
author = {Anjo Anjewierden and
Hannie Gijlers and
Nadira Saab and
Robert de Hoog},
editor = {Mykola Pechenizkiy and
Toon Calders and
Cristina Conati and
Sebasti{\'{a}}n Ventura and
Crist{\'{o}}bal Romero and
John C. Stamper},
title = {Brick: Mining Pedagogically Interesting Sequential Patterns},
booktitle = {Proceedings of the 4th International Conference on Educational Data
Mining, Eindhoven, The Netherlands, July 6-8, 2011},
pages = {341--342},
publisher = {www.educationaldatamining.org},
year = {2011},
url = {http://educationaldatamining.org/EDM2011/wp-content/uploads/proc/edm2011\_poster12\_Anjewierden.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/AnjewierdenGSH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/BakerGC11,
author = {Ryan Shaun Joazeiro de Baker and
Sujith M. Gowda and
Albert T. Corbett},
editor = {Mykola Pechenizkiy and
Toon Calders and
Cristina Conati and
Sebasti{\'{a}}n Ventura and
Crist{\'{o}}bal Romero and
John C. Stamper},
title = {Automatically Detecting a Student's Preparation for Future Learning:
Help Use is Key},
booktitle = {Proceedings of the 4th International Conference on Educational Data
Mining, Eindhoven, The Netherlands, July 6-8, 2011},
pages = {179--188},
publisher = {www.educationaldatamining.org},
year = {2011},
url = {http://educationaldatamining.org/EDM2011/wp-content/uploads/proc/edm2011\_paper7\_full\_Baker.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/BakerGC11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Barker-PlummerCD11,
author = {Dave Barker{-}Plummer and
Richard Cox and
Robert Dale},
editor = {Mykola Pechenizkiy and
Toon Calders and
Cristina Conati and
Sebasti{\'{a}}n Ventura and
Crist{\'{o}}bal Romero and
John C. Stamper},
title = {Student Translations of Natural Language into Logic: The Grade Grinder
Translation Corpus Release 1.0},
booktitle = {Proceedings of the 4th International Conference on Educational Data
Mining, Eindhoven, The Netherlands, July 6-8, 2011},
pages = {51--60},
publisher = {www.educationaldatamining.org},
year = {2011},
url = {http://educationaldatamining.org/EDM2011/wp-content/uploads/proc/edm2011\_paper28\_full\_Barker-Plummer.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Barker-PlummerCD11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/BarracosaA11,
author = {Joana Barracosa and
Cl{\'{a}}udia Antunes},
editor = {Mykola Pechenizkiy and
Toon Calders and
Cristina Conati and
Sebasti{\'{a}}n Ventura and
Crist{\'{o}}bal Romero and
John C. Stamper},
title = {Mining Teaching Behaviors from Pedagogical Surveys},
booktitle = {Proceedings of the 4th International Conference on Educational Data
Mining, Eindhoven, The Netherlands, July 6-8, 2011},
pages = {329--330},
publisher = {www.educationaldatamining.org},
year = {2011},
url = {http://educationaldatamining.org/EDM2011/wp-content/uploads/proc/edm2011\_poster29\_Barracosa.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/BarracosaA11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Brunskill11,
author = {Emma Brunskill},
editor = {Mykola Pechenizkiy and
Toon Calders and
Cristina Conati and
Sebasti{\'{a}}n Ventura and
Crist{\'{o}}bal Romero and
John C. Stamper},
title = {Estimating Prerequisite Structure From Noisy Data},
booktitle = {Proceedings of the 4th International Conference on Educational Data
Mining, Eindhoven, The Netherlands, July 6-8, 2011},
pages = {217--222},
publisher = {www.educationaldatamining.org},
year = {2011},
url = {http://educationaldatamining.org/EDM2011/wp-content/uploads/proc/edm2011\_paper9\_short\_Brunskill.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Brunskill11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/BrunskillR11,
author = {Emma Brunskill and
Stuart Russell},
editor = {Mykola Pechenizkiy and
Toon Calders and
Cristina Conati and
Sebasti{\'{a}}n Ventura and
Crist{\'{o}}bal Romero and
John C. Stamper},
title = {Partially Observable Sequential Decision Making for Problem Selection
in an Intelligent Tutoring System},
booktitle = {Proceedings of the 4th International Conference on Educational Data
Mining, Eindhoven, The Netherlands, July 6-8, 2011},
pages = {327--328},
publisher = {www.educationaldatamining.org},
year = {2011},
url = {http://educationaldatamining.org/EDM2011/wp-content/uploads/proc/edm2011\_poster7\_Brunskill.pdf},
timestamp = {Wed, 20 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/BrunskillR11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Cambranes-MartinezG11,
author = {Edgar Cambranes{-}Mart{\'{\i}}nez and
Judith Good},
editor = {Mykola Pechenizkiy and
Toon Calders and
Cristina Conati and
Sebasti{\'{a}}n Ventura and
Crist{\'{o}}bal Romero and
John C. Stamper},
title = {Studying the Problem-solving Strategies in the Early Stages of Learning
Programming},
booktitle = {Proceedings of the 4th International Conference on Educational Data
Mining, Eindhoven, The Netherlands, July 6-8, 2011},
pages = {339--340},
publisher = {www.educationaldatamining.org},
year = {2011},
url = {http://educationaldatamining.org/EDM2011/wp-content/uploads/proc/edm2011\_poster11\_Cambranes-Martinez.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Cambranes-MartinezG11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ChiKGJV11,
author = {Min Chi and
Kenneth R. Koedinger and
Geoffrey J. Gordon and
Pamela W. Jordan and
Kurt VanLehn},
editor = {Mykola Pechenizkiy and
Toon Calders and
Cristina Conati and
Sebasti{\'{a}}n Ventura and
Crist{\'{o}}bal Romero and
John C. Stamper},
title = {Instructional Factors Analysis: {A} Cognitive Model For Multiple Instructional
Interventions},
booktitle = {Proceedings of the 4th International Conference on Educational Data
Mining, Eindhoven, The Netherlands, July 6-8, 2011},
pages = {61--70},
publisher = {www.educationaldatamining.org},
year = {2011},
url = {http://educationaldatamining.org/EDM2011/wp-content/uploads/proc/edm2011\_paper1\_full\_Chi.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ChiKGJV11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/CoboGSMMM11,
author = {Germ{\'{a}}n Cobo and
David Garc{\'{\i}}a{-}Sol{\'{o}}rzano and
Eug{\`{e}}nia Santamaria and
Jose Antonio Mor{\'{a}}n and
Javier Melench{\'{o}}n and
Carlos Monzo},
editor = {Mykola Pechenizkiy and
Toon Calders and
Cristina Conati and
Sebasti{\'{a}}n Ventura and
Crist{\'{o}}bal Romero and
John C. Stamper},
title = {Modeling Students' Activity in Online Discussion Forums: {A} Strategy
based on Time Series and Agglomerative Hierarchical Clustering},
booktitle = {Proceedings of the 4th International Conference on Educational Data
Mining, Eindhoven, The Netherlands, July 6-8, 2011},
pages = {253--258},
publisher = {www.educationaldatamining.org},
year = {2011},
url = {http://educationaldatamining.org/EDM2011/wp-content/uploads/proc/edm2011\_paper21\_short\_Cobo.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/CoboGSMMM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Davier11,
author = {Alina A. von Davier},
editor = {Mykola Pechenizkiy and
Toon Calders and
Cristina Conati and
Sebasti{\'{a}}n Ventura and
Crist{\'{o}}bal Romero and
John C. Stamper},
title = {Quality Control and Data Mining Techniques Applied to Monitoring Scaled
Scores},
booktitle = {Proceedings of the 4th International Conference on Educational Data
Mining, Eindhoven, The Netherlands, July 6-8, 2011},
pages = {353--354},
publisher = {www.educationaldatamining.org},
year = {2011},
url = {http://educationaldatamining.org/EDM2011/wp-content/uploads/proc/edm2011\_poster18\_Von.Davier.pdf},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Davier11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Desmarais11,
author = {Michel C. Desmarais},
editor = {Mykola Pechenizkiy and
Toon Calders and
Cristina Conati and
Sebasti{\'{a}}n Ventura and
Crist{\'{o}}bal Romero and
John C. Stamper},
title = {Conditions for Effectively Deriving a Q-Matrix from Data with Non-negative
Matrix Factorization. Best Paper Award},
booktitle = {Proceedings of the 4th International Conference on Educational Data
Mining, Eindhoven, The Netherlands, July 6-8, 2011},
pages = {41--50},
publisher = {www.educationaldatamining.org},
year = {2011},
url = {http://educationaldatamining.org/EDM2011/wp-content/uploads/proc/edm2011\_paper35\_full\_Desmarais.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Desmarais11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/DyckhoffZCS11,
author = {Anna Lea Dyckhoff and
Dennis Zielke and
Mohamed Amine Chatti and
Ulrik Schroeder},
editor = {Mykola Pechenizkiy and
Toon Calders and
Cristina Conati and
Sebasti{\'{a}}n Ventura and
Crist{\'{o}}bal Romero and
John C. Stamper},
title = {eLAT: An Exploratory Learning Analytics Tool for Reflection and Iterative
Improvement of Technology Enhanced Learning},
booktitle = {Proceedings of the 4th International Conference on Educational Data
Mining, Eindhoven, The Netherlands, July 6-8, 2011},
pages = {355--356},
publisher = {www.educationaldatamining.org},
year = {2011},
url = {http://educationaldatamining.org/EDM2011/wp-content/uploads/proc/edm2011\_poster19\_Dyckhoff.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/DyckhoffZCS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Fancsali11,
author = {Stephen Fancsali},
editor = {Mykola Pechenizkiy and
Toon Calders and
Cristina Conati and
Sebasti{\'{a}}n Ventura and
Crist{\'{o}}bal Romero and
John C. Stamper},
title = {Variable Construction and Causal Modeling of Online Education Messaging
Data: Initial Results},
booktitle = {Proceedings of the 4th International Conference on Educational Data
Mining, Eindhoven, The Netherlands, July 6-8, 2011},
pages = {331--332},
publisher = {www.educationaldatamining.org},
year = {2011},
timestamp = {Wed, 19 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/Fancsali11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/FengHPH11,
author = {Mingyu Feng and
Neil T. Heffernan and
Zachary A. Pardos and
Cristina Heffernan},
editor = {Mykola Pechenizkiy and
Toon Calders and
Cristina Conati and
Sebasti{\'{a}}n Ventura and
Crist{\'{o}}bal Romero and
John C. Stamper},
title = {Comparing of Traditional Assessment with Dynamic Testing in a Tutoring
System},
booktitle = {Proceedings of the 4th International Conference on Educational Data
Mining, Eindhoven, The Netherlands, July 6-8, 2011},
pages = {295--300},
publisher = {www.educationaldatamining.org},
year = {2011},
url = {http://educationaldatamining.org/EDM2011/wp-content/uploads/proc/edm2011\_paper26\_short\_Feng.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/FengHPH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Garcia-SaizZ11,
author = {Diego Garc{\'{\i}}a{-}Saiz and
Marta E. Zorrilla},
editor = {Mykola Pechenizkiy and
Toon Calders and
Cristina Conati and
Sebasti{\'{a}}n Ventura and
Crist{\'{o}}bal Romero and
John C. Stamper},
title = {E-learning Web Miner: {A} Data Mining Application to Help Instructors
Involved in Virtual Courses},
booktitle = {Proceedings of the 4th International Conference on Educational Data
Mining, Eindhoven, The Netherlands, July 6-8, 2011},
pages = {323--324},
publisher = {www.educationaldatamining.org},
year = {2011},
url = {http://educationaldatamining.org/EDM2011/wp-content/uploads/proc/edm2011\_poster5\_Garcia-Saiz.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Garcia-SaizZ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/GoguadzeSIM11,
author = {George Goguadze and
Sergey A. Sosnovsky and
Seiji Isotani and
Bruce M. McLaren},
editor = {Mykola Pechenizkiy and
Toon Calders and
Cristina Conati and
Sebasti{\'{a}}n Ventura and
Crist{\'{o}}bal Romero and
John C. Stamper},
title = {Evaluating a Bayesian Student Model of Decimal Misconceptions},
booktitle = {Proceedings of the 4th International Conference on Educational Data
Mining, Eindhoven, The Netherlands, July 6-8, 2011},
pages = {301--306},
publisher = {www.educationaldatamining.org},
year = {2011},
url = {http://educationaldatamining.org/EDM2011/wp-content/uploads/proc/edm2011\_paper29\_short\_Goguadze.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/GoguadzeSIM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/GongB11,
author = {Yue Gong and
Joseph Beck},
editor = {Mykola Pechenizkiy and
Toon Calders and
Cristina Conati and
Sebasti{\'{a}}n Ventura and
Crist{\'{o}}bal Romero and
John C. Stamper},
title = {Items, Skills, and Transfer Models: Which Really Matters for Student
Modeling?},
booktitle = {Proceedings of the 4th International Conference on Educational Data
Mining, Eindhoven, The Netherlands, July 6-8, 2011},
pages = {81--90},
publisher = {www.educationaldatamining.org},
year = {2011},
url = {http://educationaldatamining.org/EDM2011/wp-content/uploads/proc/edm2011\_paper10\_full\_Gong.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/GongB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Gonzalez-BrenesMD11,
author = {Jos{\'{e}} P. Gonz{\'{a}}lez{-}Brenes and
Jack Mostow and
Weisi Duan},
editor = {Mykola Pechenizkiy and
Toon Calders and
Cristina Conati and
Sebasti{\'{a}}n Ventura and
Crist{\'{o}}bal Romero and
John C. Stamper},
title = {How to Classify Tutorial Dialogue? Comparing Feature Vectors vs. Sequences},
booktitle = {Proceedings of the 4th International Conference on Educational Data
Mining, Eindhoven, The Netherlands, July 6-8, 2011},
pages = {169--178},
publisher = {www.educationaldatamining.org},
year = {2011},
url = {http://educationaldatamining.org/EDM2011/wp-content/uploads/proc/edm2011\_paper23\_full\_Gonzalez-Brenes.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Gonzalez-BrenesMD11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/GonzalezDPR11,
author = {Alfredo Zapata Gonzalez and
V{\'{\i}}ctor Hugo Men{\'{e}}ndez{-}Dom{\'{\i}}nguez and
Manuel E. Prieto and
Crist{\'{o}}bal Romero},
editor = {Mykola Pechenizkiy and
Toon Calders and
Cristina Conati and
Sebasti{\'{a}}n Ventura and
Crist{\'{o}}bal Romero and
John C. Stamper},
title = {Using Data Mining in a Recommender System to Search for Learning Objects
in Repositories},
booktitle = {Proceedings of the 4th International Conference on Educational Data
Mining, Eindhoven, The Netherlands, July 6-8, 2011},
pages = {321--322},
publisher = {www.educationaldatamining.org},
year = {2011},
url = {http://educationaldatamining.org/EDM2011/wp-content/uploads/proc/edm2011\_poster4\_Zapata-Gonzalez.pdf},
timestamp = {Tue, 23 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/GonzalezDPR11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/GonzalezT11,
author = {Carina S. Gonz{\'{a}}lez and
Pedro A. Toledo},
editor = {Mykola Pechenizkiy and
Toon Calders and
Cristina Conati and
Sebasti{\'{a}}n Ventura and
Crist{\'{o}}bal Romero and
John C. Stamper},
title = {The Hospital Classrooms Environments Challenge},
booktitle = {Proceedings of the 4th International Conference on Educational Data
Mining, Eindhoven, The Netherlands, July 6-8, 2011},
pages = {333--334},
publisher = {www.educationaldatamining.org},
year = {2011},
url = {http://educationaldatamining.org/EDM2011/wp-content/uploads/proc/edm2011\_poster9\_Gonzalez.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/GonzalezT11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/GowdaRBCK11,
author = {Sujith M. Gowda and
Jonathan P. Rowe and
Ryan Shaun Joazeiro de Baker and
Min Chi and
Kenneth R. Koedinger},
editor = {Mykola Pechenizkiy and
Toon Calders and
Cristina Conati and
Sebasti{\'{a}}n Ventura and
Crist{\'{o}}bal Romero and
John C. Stamper},
title = {Improving Models of Slipping, Guessing, and Moment-By-Moment Learning
with Estimates of Skill Difficulty},
booktitle = {Proceedings of the 4th International Conference on Educational Data
Mining, Eindhoven, The Netherlands, July 6-8, 2011},
pages = {199--208},
publisher = {www.educationaldatamining.org},
year = {2011},
url = {http://educationaldatamining.org/EDM2011/wp-content/uploads/proc/edm2011\_paper16\_full\_Gowda.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/GowdaRBCK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/HeVW11,
author = {Qiwei He and
Bernard P. Veldkamp and
Gerben Westerhof},
editor = {Mykola Pechenizkiy and
Toon Calders and
Cristina Conati and
Sebasti{\'{a}}n Ventura and
Crist{\'{o}}bal Romero and
John C. Stamper},
title = {Computerized Coding System for Life Narratives to Assess Students'
Personality Adaption},
booktitle = {Proceedings of the 4th International Conference on Educational Data
Mining, Eindhoven, The Netherlands, July 6-8, 2011},
pages = {325--326},
publisher = {www.educationaldatamining.org},
year = {2011},
url = {http://educationaldatamining.org/EDM2011/wp-content/uploads/proc/edm2011\_poster6\_He.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/HeVW11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/HershkovitzBGW11,
author = {Arnon Hershkovitz and
Ryan Shaun Joazeiro de Baker and
Janice D. Gobert and
Michael Wixon},
editor = {Mykola Pechenizkiy and
Toon Calders and
Cristina Conati and
Sebasti{\'{a}}n Ventura and
Crist{\'{o}}bal Romero and
John C. Stamper},
title = {Goal Orientation and Changes of Carelessness over Consecutive Trials
in Science Inquiry},
booktitle = {Proceedings of the 4th International Conference on Educational Data
Mining, Eindhoven, The Netherlands, July 6-8, 2011},
pages = {315--316},
publisher = {www.educationaldatamining.org},
year = {2011},
url = {http://educationaldatamining.org/EDM2011/wp-content/uploads/proc/edm2011\_poster1\_Hershkovitz.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/HershkovitzBGW11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/IgnatovMRS11,
author = {Dmitry I. Ignatov and
Serafima Mamedova and
Nikita Romashkin and
Ivan Shamshurin},
editor = {Mykola Pechenizkiy and
Toon Calders and
Cristina Conati and
Sebasti{\'{a}}n Ventura and
Crist{\'{o}}bal Romero and
John C. Stamper},
title = {What Can Closed Sets of Students and Their Marks Say?},
booktitle = {Proceedings of the 4th International Conference on Educational Data
Mining, Eindhoven, The Netherlands, July 6-8, 2011},
pages = {223--228},
publisher = {www.educationaldatamining.org},
year = {2011},
url = {http://educationaldatamining.org/EDM2011/wp-content/uploads/proc/edm2011\_paper13\_short\_Ignatov.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/IgnatovMRS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/InventadoLSN11,
author = {Paul Salvador Inventado and
Roberto Sebastian Legaspi and
Merlin Suarez and
Masayuki Numao},
editor = {Mykola Pechenizkiy and
Toon Calders and
Cristina Conati and
Sebasti{\'{a}}n Ventura and
Crist{\'{o}}bal Romero and
John C. Stamper},
title = {Investigating the Transitions between Learning and Non-learning Activities
as Students Learn Online},
booktitle = {Proceedings of the 4th International Conference on Educational Data
Mining, Eindhoven, The Netherlands, July 6-8, 2011},
pages = {367--368},
publisher = {www.educationaldatamining.org},
year = {2011},
url = {http://educationaldatamining.org/EDM2011/wp-content/uploads/proc/edm2011\_poster25\_Inventado.pdf},
timestamp = {Tue, 22 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/InventadoLSN11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/IvancevicCL11,
author = {Vladimir Ivancevic and
Milan Celikovic and
Ivan Lukovic},
editor = {Mykola Pechenizkiy and
Toon Calders and
Cristina Conati and
Sebasti{\'{a}}n Ventura and
Crist{\'{o}}bal Romero and
John C. Stamper},
title = {Analyzing Student Spatial Deployment in a Computer Laboratory},
booktitle = {Proceedings of the 4th International Conference on Educational Data
Mining, Eindhoven, The Netherlands, July 6-8, 2011},
pages = {265--270},
publisher = {www.educationaldatamining.org},
year = {2011},
url = {http://educationaldatamining.org/EDM2011/wp-content/uploads/proc/edm2011\_paper30\_short\_Ivancevic.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/IvancevicCL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/JarusekP11,
author = {Petr Jarusek and
Radek Pel{\'{a}}nek},
editor = {Mykola Pechenizkiy and
Toon Calders and
Cristina Conati and
Sebasti{\'{a}}n Ventura and
Crist{\'{o}}bal Romero and
John C. Stamper},
title = {Problem Response Theory and its Application for Tutoring},
booktitle = {Proceedings of the 4th International Conference on Educational Data
Mining, Eindhoven, The Netherlands, July 6-8, 2011},
pages = {371--372},
publisher = {www.educationaldatamining.org},
year = {2011},
url = {http://educationaldatamining.org/EDM2011/wp-content/uploads/proc/edm2011\_poster27\_Jarusek.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/JarusekP11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/JohnsonEJB11,
author = {Matthew W. Johnson and
Michael Eagle and
Leena Joseph and
Tiffany Barnes},
editor = {Mykola Pechenizkiy and
Toon Calders and
Cristina Conati and
Sebasti{\'{a}}n Ventura and
Crist{\'{o}}bal Romero and
John C. Stamper},
title = {The {EDM} Vis Tool},
booktitle = {Proceedings of the 4th International Conference on Educational Data
Mining, Eindhoven, The Netherlands, July 6-8, 2011},
pages = {349--350},
publisher = {www.educationaldatamining.org},
year = {2011},
url = {http://educationaldatamining.org/EDM2011/wp-content/uploads/proc/edm2011\_poster16\_Johnson.pdf},
timestamp = {Thu, 13 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/JohnsonEJB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/KabakchievaSK11,
author = {Dorina Kabakchieva and
Kamelia Stefanova and
Valentin S. Kisimov},
editor = {Mykola Pechenizkiy and
Toon Calders and
Cristina Conati and
Sebasti{\'{a}}n Ventura and
Crist{\'{o}}bal Romero and
John C. Stamper},
title = {Analyzing University Data for Determining Student Profiles and Predicting
Performance},
booktitle = {Proceedings of the 4th International Conference on Educational Data
Mining, Eindhoven, The Netherlands, July 6-8, 2011},
pages = {347--348},
publisher = {www.educationaldatamining.org},
year = {2011},
url = {http://educationaldatamining.org/EDM2011/wp-content/uploads/proc/edm2011\_poster15\_Kabakchieva.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/KabakchievaSK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/KardanC11,
author = {Samad Kardan and
Cristina Conati},
editor = {Mykola Pechenizkiy and
Toon Calders and
Cristina Conati and
Sebasti{\'{a}}n Ventura and
Crist{\'{o}}bal Romero and
John C. Stamper},
title = {A Framework for Capturing Distinguishing User Interaction Behaviors
in Novel Interfaces},
booktitle = {Proceedings of the 4th International Conference on Educational Data
Mining, Eindhoven, The Netherlands, July 6-8, 2011},
pages = {159--168},
publisher = {www.educationaldatamining.org},
year = {2011},
url = {http://educationaldatamining.org/EDM2011/wp-content/uploads/proc/edm2011\_paper19\_full\_Kardan.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/KardanC11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/KoedingerPSNR11,
author = {Kenneth R. Koedinger and
Philip I. Pavlik Jr. and
John C. Stamper and
Tristan Nixon and
Steven Ritter},
editor = {Mykola Pechenizkiy and
Toon Calders and
Cristina Conati and
Sebasti{\'{a}}n Ventura and
Crist{\'{o}}bal Romero and
John C. Stamper},
title = {Avoiding Problem Selection Thrashing with Conjunctive Knowledge Tracing},
booktitle = {Proceedings of the 4th International Conference on Educational Data
Mining, Eindhoven, The Netherlands, July 6-8, 2011},
pages = {91--100},
publisher = {www.educationaldatamining.org},
year = {2011},
url = {http://educationaldatamining.org/EDM2011/wp-content/uploads/proc/edm2011\_paper24\_full\_\%20Koedinger.pdf},
timestamp = {Mon, 22 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/KoedingerPSNR11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Koprinska11,
author = {Irena Koprinska},
editor = {Mykola Pechenizkiy and
Toon Calders and
Cristina Conati and
Sebasti{\'{a}}n Ventura and
Crist{\'{o}}bal Romero and
John C. Stamper},
title = {Mining Assessment and Teaching Evaluation Data of Regular, Advanced
Stream Students},
booktitle = {Proceedings of the 4th International Conference on Educational Data
Mining, Eindhoven, The Netherlands, July 6-8, 2011},
pages = {359--360},
publisher = {www.educationaldatamining.org},
year = {2011},
url = {http://educationaldatamining.org/EDM2011/wp-content/uploads/proc/edm2011\_poster21\_Koprinska.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Koprinska11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/LalleL11,
author = {S{\'{e}}bastien Lall{\'{e}} and
Vanda Luengo},
editor = {Mykola Pechenizkiy and
Toon Calders and
Cristina Conati and
Sebasti{\'{a}}n Ventura and
Crist{\'{o}}bal Romero and
John C. Stamper},
title = {Learning Parameters for a Knowledge Diagnostic Tools in Orthopedic
Surgery},
booktitle = {Proceedings of the 4th International Conference on Educational Data
Mining, Eindhoven, The Netherlands, July 6-8, 2011},
pages = {369--370},
publisher = {www.educationaldatamining.org},
year = {2011},
url = {http://educationaldatamining.org/EDM2011/wp-content/uploads/proc/edm2011\_poster26\_Lalle.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/LalleL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/LemmerichIP11,
author = {Florian Lemmerich and
Marianus Ifland and
Frank Puppe},
editor = {Mykola Pechenizkiy and
Toon Calders and
Cristina Conati and
Sebasti{\'{a}}n Ventura and
Crist{\'{o}}bal Romero and
John C. Stamper},
title = {Identifying Influence Factors on Students Success by Subgroup Discovery},
booktitle = {Proceedings of the 4th International Conference on Educational Data
Mining, Eindhoven, The Netherlands, July 6-8, 2011},
pages = {345--346},
publisher = {www.educationaldatamining.org},
year = {2011},
url = {http://educationaldatamining.org/EDM2011/wp-content/uploads/proc/edm2011\_poster14\_Lemmerich.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/LemmerichIP11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/LiCKM11,
author = {Nan Li and
William W. Cohen and
Kenneth R. Koedinger and
Noboru Matsuda},
editor = {Mykola Pechenizkiy and
Toon Calders and
Cristina Conati and
Sebasti{\'{a}}n Ventura and
Crist{\'{o}}bal Romero and
John C. Stamper},
title = {A Machine Learning Approach for Automatic Student Model Discovery},
booktitle = {Proceedings of the 4th International Conference on Educational Data
Mining, Eindhoven, The Netherlands, July 6-8, 2011},
pages = {31--40},
publisher = {www.educationaldatamining.org},
year = {2011},
url = {http://educationaldatamining.org/EDM2011/wp-content/uploads/proc/edm2011\_paper15\_full\_Li.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/LiCKM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Linden11,
author = {Erik{-}Jan van der Linden},
editor = {Mykola Pechenizkiy and
Toon Calders and
Cristina Conati and
Sebasti{\'{a}}n Ventura and
Crist{\'{o}}bal Romero and
John C. Stamper},
title = {On Exploration and Mining of Data in Educational Practice},
booktitle = {Proceedings of the 4th International Conference on Educational Data
Mining, Eindhoven, The Netherlands, July 6-8, 2011},
pages = {5},
publisher = {www.educationaldatamining.org},
year = {2011},
timestamp = {Thu, 08 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/Linden11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/MaldonadoYKKA11,
author = {Roberto Mart{'{i}}nez{ }Maldonado and
Kalina Yacef and
Judy Kay and
Ahmed Kharrufa and
Ammar Al{-}Qaraghuli},
editor = {Mykola Pechenizkiy and
Toon Calders and
Cristina Conati and
Sebasti{\'{a}}n Ventura and
Crist{\'{o}}bal Romero and
John C. Stamper},
title = {Analysing Frequent Sequential Patterns of Collaborative Learning Activity
Around an Interactive Tabletop. Nominee for Best Paper Award},
booktitle = {Proceedings of the 4th International Conference on Educational Data
Mining, Eindhoven, The Netherlands, July 6-8, 2011},
pages = {111--120},
publisher = {www.educationaldatamining.org},
year = {2011},
url = {http://educationaldatamining.org/EDM2011/wp-content/uploads/proc/edm2011\_paper36\_full\_Martinez.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/MaldonadoYKKA11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Marquez-VeraRV11,
author = {Carlos M{\'{a}}rquez{-}Vera and
Crist{\'{o}}bal Romero and
Sebasti{\'{a}}n Ventura},
editor = {Mykola Pechenizkiy and
Toon Calders and
Cristina Conati and
Sebasti{\'{a}}n Ventura and
Crist{\'{o}}bal Romero and
John C. Stamper},
title = {Predicting School Failure Using Data Mining},
booktitle = {Proceedings of the 4th International Conference on Educational Data
Mining, Eindhoven, The Netherlands, July 6-8, 2011},
pages = {271--276},
publisher = {www.educationaldatamining.org},
year = {2011},
url = {http://educationaldatamining.org/EDM2011/wp-content/uploads/proc/edm2011\_paper11\_short\_Marquez-Vera.pdf},
timestamp = {Tue, 23 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/Marquez-VeraRV11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Merceron11,
author = {Agathe Merceron},
editor = {Mykola Pechenizkiy and
Toon Calders and
Cristina Conati and
Sebasti{\'{a}}n Ventura and
Crist{\'{o}}bal Romero and
John C. Stamper},
title = {Investigating Usage of Resources in {LMS} with Specific Association
Rules},
booktitle = {Proceedings of the 4th International Conference on Educational Data
Mining, Eindhoven, The Netherlands, July 6-8, 2011},
pages = {361--362},
publisher = {www.educationaldatamining.org},
year = {2011},
url = {http://educationaldatamining.org/EDM2011/wp-content/uploads/proc/edm2011\_poster22\_Merceron.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Merceron11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/MorenoGEP11,
author = {Lorenzo Moreno Ruiz and
Carina S. Gonz{\'{a}}lez and
Rom{\'{a}}n Est{\'{e}}vez and
B{\'{e}}atrice Pesquet{-}Popescu},
editor = {Mykola Pechenizkiy and
Toon Calders and
Cristina Conati and
Sebasti{\'{a}}n Ventura and
Crist{\'{o}}bal Romero and
John C. Stamper},
title = {Intelligent Evaluation of Social Knowledge Building Using Conceptual
Maps with {MLN}},
booktitle = {Proceedings of the 4th International Conference on Educational Data
Mining, Eindhoven, The Netherlands, July 6-8, 2011},
pages = {343--344},
publisher = {www.educationaldatamining.org},
year = {2011},
url = {http://educationaldatamining.org/EDM2011/wp-content/uploads/proc/edm2011\_poster13\_Moreno.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/MorenoGEP11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/MostafaviBC11,
author = {Behrooz Mostafavi and
Tiffany Barnes and
Marvin J. Croy},
editor = {Mykola Pechenizkiy and
Toon Calders and
Cristina Conati and
Sebasti{\'{a}}n Ventura and
Crist{\'{o}}bal Romero and
John C. Stamper},
title = {Automatic Generation of Proof Problems in Deductive Logic},
booktitle = {Proceedings of the 4th International Conference on Educational Data
Mining, Eindhoven, The Netherlands, July 6-8, 2011},
pages = {289--294},
publisher = {www.educationaldatamining.org},
year = {2011},
url = {http://educationaldatamining.org/EDM2011/wp-content/uploads/proc/edm2011\_paper27\_short\_Mostafavi.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/MostafaviBC11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/MostowGT11,
author = {Jack Mostow and
Jos{\'{e}} P. Gonz{\'{a}}lez{-}Brenes and
Bao Hong (Lucas) Tan},
editor = {Mykola Pechenizkiy and
Toon Calders and
Cristina Conati and
Sebasti{\'{a}}n Ventura and
Crist{\'{o}}bal Romero and
John C. Stamper},
title = {Learning Classifiers From a Relational Database of Tutor Logs},
booktitle = {Proceedings of the 4th International Conference on Educational Data
Mining, Eindhoven, The Netherlands, July 6-8, 2011},
pages = {149--158},
publisher = {www.educationaldatamining.org},
year = {2011},
url = {http://educationaldatamining.org/EDM2011/wp-content/uploads/proc/edm2011\_paper2\_full\_Mostow.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/MostowGT11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/MostowXM11,
author = {Jack Mostow and
Yanbo Xu and
Mdahaduzzaman Munna},
editor = {Mykola Pechenizkiy and
Toon Calders and
Cristina Conati and
Sebasti{\'{a}}n Ventura and
Crist{\'{o}}bal Romero and
John C. Stamper},
title = {Desperately Seeking Subscripts: Towards Automated Model Parameterization},
booktitle = {Proceedings of the 4th International Conference on Educational Data
Mining, Eindhoven, The Netherlands, July 6-8, 2011},
pages = {283--288},
publisher = {www.educationaldatamining.org},
year = {2011},
url = {http://educationaldatamining.org/EDM2011/wp-content/uploads/proc/edm2011\_paper12\_short\_Mostow.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/MostowXM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/NooraeiPHB11,
author = {Bahador B. Nooraei and
Zachary A. Pardos and
Neil T. Heffernan and
Ryan Shaun Joazeiro de Baker},
editor = {Mykola Pechenizkiy and
Toon Calders and
Cristina Conati and
Sebasti{\'{a}}n Ventura and
Crist{\'{o}}bal Romero and
John C. Stamper},
title = {Less is More: Improving the Speed and Prediction Power of Knowledge
Tracing by Using Less Data},
booktitle = {Proceedings of the 4th International Conference on Educational Data
Mining, Eindhoven, The Netherlands, July 6-8, 2011},
pages = {101--110},
publisher = {www.educationaldatamining.org},
year = {2011},
url = {http://educationaldatamining.org/EDM2011/wp-content/uploads/proc/edm2011\_paper32\_full\_Nooraei.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/NooraeiPHB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/NwaigweK11,
author = {Adaeze Nwaigwe and
Kenneth R. Koedinger},
editor = {Mykola Pechenizkiy and
Toon Calders and
Cristina Conati and
Sebasti{\'{a}}n Ventura and
Crist{\'{o}}bal Romero and
John C. Stamper},
title = {The Simple Location Heuristic is Better at Predicting Students' Changes
in Error Rate Over Time Compared to the Simple Temporal Heuristic},
booktitle = {Proceedings of the 4th International Conference on Educational Data
Mining, Eindhoven, The Netherlands, July 6-8, 2011},
pages = {71--80},
publisher = {www.educationaldatamining.org},
year = {2011},
url = {http://educationaldatamining.org/EDM2011/wp-content/uploads/proc/edm2011\_paper6\_full\_Nwaigwe.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/NwaigweK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/PardosGBH11,
author = {Zachary A. Pardos and
Sujith M. Gowda and
Ryan Shaun Joazeiro de Baker and
Neil T. Heffernan},
editor = {Mykola Pechenizkiy and
Toon Calders and
Cristina Conati and
Sebasti{\'{a}}n Ventura and
Crist{\'{o}}bal Romero and
John C. Stamper},
title = {Ensembling Predictions of Student Post-Test Scores for an Intelligent
Tutoring System},
booktitle = {Proceedings of the 4th International Conference on Educational Data
Mining, Eindhoven, The Netherlands, July 6-8, 2011},
pages = {189--198},
publisher = {www.educationaldatamining.org},
year = {2011},
url = {http://educationaldatamining.org/EDM2011/wp-content/uploads/proc/edm2011\_paper3\_full\_Pardos.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/PardosGBH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/PavlikW11,
author = {Philip I. Pavlik Jr. and
Sue{-}mei Wu},
editor = {Mykola Pechenizkiy and
Toon Calders and
Cristina Conati and
Sebasti{\'{a}}n Ventura and
Crist{\'{o}}bal Romero and
John C. Stamper},
title = {A Dynamical System Model of Microgenetic Changes in Performance, Efficacy,
Strategy Use and Value during Vocabulary Learning},
booktitle = {Proceedings of the 4th International Conference on Educational Data
Mining, Eindhoven, The Netherlands, July 6-8, 2011},
pages = {277--282},
publisher = {www.educationaldatamining.org},
year = {2011},
url = {http://educationaldatamining.org/EDM2011/wp-content/uploads/proc/edm2011\_paper34\_short\_Pavlik.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/PavlikW11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/PerezRV11,
author = {Rafael Pedraza Perez and
Crist{\'{o}}bal Romero and
Sebasti{\'{a}}n Ventura},
editor = {Mykola Pechenizkiy and
Toon Calders and
Cristina Conati and
Sebasti{\'{a}}n Ventura and
Crist{\'{o}}bal Romero and
John C. Stamper},
title = {A Java Desktop Tool for Mining Moodle Data},
booktitle = {Proceedings of the 4th International Conference on Educational Data
Mining, Eindhoven, The Netherlands, July 6-8, 2011},
pages = {319--320},
publisher = {www.educationaldatamining.org},
year = {2011},
url = {http://educationaldatamining.org/EDM2011/wp-content/uploads/proc/edm2011\_poster3\_Pedraza-Perez.pdf},
timestamp = {Tue, 23 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/PerezRV11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/QiuQLPH11,
author = {Yumeng Qiu and
Yingmei Qi and
Hanyuan Lu and
Zachary A. Pardos and
Neil T. Heffernan},
editor = {Mykola Pechenizkiy and
Toon Calders and
Cristina Conati and
Sebasti{\'{a}}n Ventura and
Crist{\'{o}}bal Romero and
John C. Stamper},
title = {Does Time Matter? Modeling the Effect of Time with Bayesian Knowledge
Tracing},
booktitle = {Proceedings of the 4th International Conference on Educational Data
Mining, Eindhoven, The Netherlands, July 6-8, 2011},
pages = {139--148},
publisher = {www.educationaldatamining.org},
year = {2011},
url = {http://educationaldatamining.org/EDM2011/wp-content/uploads/proc/edm2011\_paper5\_full\_Qiu.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/QiuQLPH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/RabbanyTZ11,
author = {Reihaneh Rabbany and
Mansoureh Takaffoli and
Osmar R. Za{\"{\i}}ane},
editor = {Mykola Pechenizkiy and
Toon Calders and
Cristina Conati and
Sebasti{\'{a}}n Ventura and
Crist{\'{o}}bal Romero and
John C. Stamper},
title = {Analyzing Participation of Students in Online Courses Using Social
Network Analysis Techniques},
booktitle = {Proceedings of the 4th International Conference on Educational Data
Mining, Eindhoven, The Netherlands, July 6-8, 2011},
pages = {21--30},
publisher = {www.educationaldatamining.org},
year = {2011},
url = {http://educationaldatamining.org/EDM2011/wp-content/uploads/proc/edm2011\_paper20\_full\_Rabbany.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/RabbanyTZ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/RaiB11,
author = {Dovan Rai and
Joseph Beck},
editor = {Mykola Pechenizkiy and
Toon Calders and
Cristina Conati and
Sebasti{\'{a}}n Ventura and
Crist{\'{o}}bal Romero and
John C. Stamper},
title = {Exploring User Data From a Game-like Math Tutor: {A} Case Study in
Causal Modeling},
booktitle = {Proceedings of the 4th International Conference on Educational Data
Mining, Eindhoven, The Netherlands, July 6-8, 2011},
pages = {307--313},
publisher = {www.educationaldatamining.org},
year = {2011},
url = {http://educationaldatamining.org/EDM2011/wp-content/uploads/proc/edm2011\_paper25\_short\_Rai.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/RaiB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/RomashkinIK11,
author = {Nikita Romashkin and
Dmitry I. Ignatov and
Elena Kolotova},
editor = {Mykola Pechenizkiy and
Toon Calders and
Cristina Conati and
Sebasti{\'{a}}n Ventura and
Crist{\'{o}}bal Romero and
John C. Stamper},
title = {How University Entrants are Choosing Their Department? Mining of University
Admission Process with {FCA} Taxonomies},
booktitle = {Proceedings of the 4th International Conference on Educational Data
Mining, Eindhoven, The Netherlands, July 6-8, 2011},
pages = {229--234},
publisher = {www.educationaldatamining.org},
year = {2011},
url = {http://educationaldatamining.org/EDM2011/wp-content/uploads/proc/edm2011\_paper31\_short\_Romashkin.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/RomashkinIK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Smyth11,
author = {Barry Smyth},
editor = {Mykola Pechenizkiy and
Toon Calders and
Cristina Conati and
Sebasti{\'{a}}n Ventura and
Crist{\'{o}}bal Romero and
John C. Stamper},
title = {Social Information Discovery},
booktitle = {Proceedings of the 4th International Conference on Educational Data
Mining, Eindhoven, The Netherlands, July 6-8, 2011},
pages = {3},
publisher = {www.educationaldatamining.org},
year = {2011},
url = {http://educationaldatamining.org/EDM2011/wp-content/uploads/proc/edm11\_proceedings\%20\_invited\_smyth.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Smyth11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Stamper11,
author = {John C. Stamper},
editor = {Mykola Pechenizkiy and
Toon Calders and
Cristina Conati and
Sebasti{\'{a}}n Ventura and
Crist{\'{o}}bal Romero and
John C. Stamper},
title = {{EDM} and the 4th Paradigm of Scientific Discovery - Reflections on
{KDD} Cup 2010},
booktitle = {Proceedings of the 4th International Conference on Educational Data
Mining, Eindhoven, The Netherlands, July 6-8, 2011},
pages = {7},
publisher = {www.educationaldatamining.org},
year = {2011},
url = {http://educationaldatamining.org/EDM2011/wp-content/uploads/proc/edm11\_proceedings\%20\_invited\_stamper.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Stamper11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Sudol-DeLyserS11,
author = {Leigh Ann Sudol{-}DeLyser and
Jonathan Steinhart},
editor = {Mykola Pechenizkiy and
Toon Calders and
Cristina Conati and
Sebasti{\'{a}}n Ventura and
Crist{\'{o}}bal Romero and
John C. Stamper},
title = {Factors Impacting Novice Code Comprehension in a Tutor for Introductory
Computer Science},
booktitle = {Proceedings of the 4th International Conference on Educational Data
Mining, Eindhoven, The Netherlands, July 6-8, 2011},
pages = {365--366},
publisher = {www.educationaldatamining.org},
year = {2011},
url = {http://educationaldatamining.org/EDM2011/wp-content/uploads/proc/edm2011\_poster24\_Sudol.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Sudol-DeLyserS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Thai-NgheHS11,
author = {Nguyen Thai{-}Nghe and
Tom{\'{a}}s Horv{\'{a}}th and
Lars Schmidt{-}Thieme},
editor = {Mykola Pechenizkiy and
Toon Calders and
Cristina Conati and
Sebasti{\'{a}}n Ventura and
Crist{\'{o}}bal Romero and
John C. Stamper},
title = {Factorization Models for Forecasting Student Performance},
booktitle = {Proceedings of the 4th International Conference on Educational Data
Mining, Eindhoven, The Netherlands, July 6-8, 2011},
pages = {11--20},
publisher = {www.educationaldatamining.org},
year = {2011},
url = {http://educationaldatamining.org/EDM2011/wp-content/uploads/proc/edm2011\_paper14\_full\_Thai-Nghe.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Thai-NgheHS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/TrivediPSH11,
author = {Shubhendu Trivedi and
Zachary A. Pardos and
G{\'{a}}bor N. S{\'{a}}rk{\"{o}}zy and
Neil T. Heffernan},
editor = {Mykola Pechenizkiy and
Toon Calders and
Cristina Conati and
Sebasti{\'{a}}n Ventura and
Crist{\'{o}}bal Romero and
John C. Stamper},
title = {Spectral Clustering in Educational Data Mining},
booktitle = {Proceedings of the 4th International Conference on Educational Data
Mining, Eindhoven, The Netherlands, July 6-8, 2011},
pages = {129--138},
publisher = {www.educationaldatamining.org},
year = {2011},
url = {http://educationaldatamining.org/EDM2011/wp-content/uploads/proc/edm2011\_paper22\_full\_Trivedi.pdf},
timestamp = {Mon, 14 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/TrivediPSH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/VuongNT11,
author = {Annalies Vuong and
Tristan Nixon and
Brendon Towle},
editor = {Mykola Pechenizkiy and
Toon Calders and
Cristina Conati and
Sebasti{\'{a}}n Ventura and
Crist{\'{o}}bal Romero and
John C. Stamper},
title = {A Method for Finding Prerequisites Within a Curriculum},
booktitle = {Proceedings of the 4th International Conference on Educational Data
Mining, Eindhoven, The Netherlands, July 6-8, 2011},
pages = {211--216},
publisher = {www.educationaldatamining.org},
year = {2011},
url = {http://educationaldatamining.org/EDM2011/wp-content/uploads/proc/edm2011\_paper8\_short\_Vuong.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/VuongNT11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/WangH11,
author = {Yutao Wang and
Neil T. Heffernan},
editor = {Mykola Pechenizkiy and
Toon Calders and
Cristina Conati and
Sebasti{\'{a}}n Ventura and
Crist{\'{o}}bal Romero and
John C. Stamper},
title = {Towards Modeling Forgetting and Relearning in {ITS:} Preliminary Analysis
of {ARRS} Data},
booktitle = {Proceedings of the 4th International Conference on Educational Data
Mining, Eindhoven, The Netherlands, July 6-8, 2011},
pages = {352},
publisher = {www.educationaldatamining.org},
year = {2011},
url = {http://educationaldatamining.org/EDM2011/wp-content/uploads/proc/edm2011\_poster17\_Wang.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/WangH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/WautersDN11,
author = {Kelly Wauters and
Piet Desmet and
Wim van den Noortgate},
editor = {Mykola Pechenizkiy and
Toon Calders and
Cristina Conati and
Sebasti{\'{a}}n Ventura and
Crist{\'{o}}bal Romero and
John C. Stamper},
title = {Acquiring Item Difficulty Estimates: a Collaborative Effort of Data
and Judgment. Nominee for Best Paper Award},
booktitle = {Proceedings of the 4th International Conference on Educational Data
Mining, Eindhoven, The Netherlands, July 6-8, 2011},
pages = {121--128},
publisher = {www.educationaldatamining.org},
year = {2011},
url = {http://educationaldatamining.org/EDM2011/wp-content/uploads/proc/edm2011\_paper37\_full\_Wauters.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/WautersDN11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/WautersDN11a,
author = {Kelly Wauters and
Piet Desmet and
Wim van den Noortgate},
editor = {Mykola Pechenizkiy and
Toon Calders and
Cristina Conati and
Sebasti{\'{a}}n Ventura and
Crist{\'{o}}bal Romero and
John C. Stamper},
title = {Monitoring Learners' Proficiency: Weight Adaptation in the Elo Rating
System},
booktitle = {Proceedings of the 4th International Conference on Educational Data
Mining, Eindhoven, The Netherlands, July 6-8, 2011},
pages = {247--252},
publisher = {www.educationaldatamining.org},
year = {2011},
url = {http://educationaldatamining.org/EDM2011/wp-content/uploads/proc/edm2011\_paper33\_short\_Wauters.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/WautersDN11a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/WorsleyB11,
author = {Marcelo Worsley and
Paulo Blikstein},
editor = {Mykola Pechenizkiy and
Toon Calders and
Cristina Conati and
Sebasti{\'{a}}n Ventura and
Crist{\'{o}}bal Romero and
John C. Stamper},
title = {What's an Expert? Using Learning Analytics to Identify Emergent Markers
of Expertise through Automated Speech, Sentiment and Sketch Analysis},
booktitle = {Proceedings of the 4th International Conference on Educational Data
Mining, Eindhoven, The Netherlands, July 6-8, 2011},
pages = {235--240},
publisher = {www.educationaldatamining.org},
year = {2011},
url = {http://educationaldatamining.org/EDM2011/wp-content/uploads/proc/edm2011\_paper18\_short\_Worsley.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/WorsleyB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/XuM11,
author = {Yanbo Xu and
Jack Mostow},
editor = {Mykola Pechenizkiy and
Toon Calders and
Cristina Conati and
Sebasti{\'{a}}n Ventura and
Crist{\'{o}}bal Romero and
John C. Stamper},
title = {Using Logistic Regression to Trace Multiple Sub-skills in a Dynamic
Bayes Net},
booktitle = {Proceedings of the 4th International Conference on Educational Data
Mining, Eindhoven, The Netherlands, July 6-8, 2011},
pages = {241--246},
publisher = {www.educationaldatamining.org},
year = {2011},
url = {http://educationaldatamining.org/EDM2011/wp-content/uploads/proc/edm2011\_paper17\_short\_Xu.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/XuM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/XuM11a,
author = {Yanbo Xu and
Jack Mostow},
editor = {Mykola Pechenizkiy and
Toon Calders and
Cristina Conati and
Sebasti{\'{a}}n Ventura and
Crist{\'{o}}bal Romero and
John C. Stamper},
title = {Logistic Regression in a Dynamic Bayes Net Models Multiple Subskills
Better!},
booktitle = {Proceedings of the 4th International Conference on Educational Data
Mining, Eindhoven, The Netherlands, July 6-8, 2011},
pages = {337--338},
publisher = {www.educationaldatamining.org},
year = {2011},
url = {http://educationaldatamining.org/EDM2011/wp-content/uploads/proc/edm2011\_poster10\_Xu.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/XuM11a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Yamakawa11,
author = {Osamu Yamakawa},
editor = {Mykola Pechenizkiy and
Toon Calders and
Cristina Conati and
Sebasti{\'{a}}n Ventura and
Crist{\'{o}}bal Romero and
John C. Stamper},
title = {Combining Study of Complex Network and Text Mining Analysis to Understand
Growth Mechanism of Communities on {SNS}},
booktitle = {Proceedings of the 4th International Conference on Educational Data
Mining, Eindhoven, The Netherlands, July 6-8, 2011},
pages = {335--336},
publisher = {www.educationaldatamining.org},
year = {2011},
url = {http://educationaldatamining.org/EDM2011/wp-content/uploads/proc/edm2011\_poster30\_Yamakawa.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Yamakawa11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/YudelsonPK11,
author = {Michael Yudelson and
Philip I. Pavlik and
Kenneth R. Koedinger},
editor = {Mykola Pechenizkiy and
Toon Calders and
Cristina Conati and
Sebasti{\'{a}}n Ventura and
Crist{\'{o}}bal Romero and
John C. Stamper},
title = {Towards Better Understanding of Transfer in Cognitive Models of Practice},
booktitle = {Proceedings of the 4th International Conference on Educational Data
Mining, Eindhoven, The Netherlands, July 6-8, 2011},
pages = {373--374},
publisher = {www.educationaldatamining.org},
year = {2011},
url = {http://educationaldatamining.org/EDM2011/wp-content/uploads/proc/edm2011\_poster28\_Yudelson.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/YudelsonPK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ZimmermannBPAB11,
author = {Judith Zimmermann and
Kay Henning Brodersen and
Jean{-}Philippe Pellet and
Elias August and
Joachim M. Buhmann},
editor = {Mykola Pechenizkiy and
Toon Calders and
Cristina Conati and
Sebasti{\'{a}}n Ventura and
Crist{\'{o}}bal Romero and
John C. Stamper},
title = {Predicting Graduate-level Performance from Undergraduate Achievements},
booktitle = {Proceedings of the 4th International Conference on Educational Data
Mining, Eindhoven, The Netherlands, July 6-8, 2011},
pages = {357--358},
publisher = {www.educationaldatamining.org},
year = {2011},
url = {http://educationaldatamining.org/EDM2011/wp-content/uploads/proc/edm2011\_poster20\_Zimmermann.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ZimmermannBPAB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ZorillaGB11,
author = {Marta E. Zorrilla and
Diego Garc{\'{\i}}a{-}Saiz and
Jos{\'{e}} L. Balc{\'{a}}zar},
editor = {Mykola Pechenizkiy and
Toon Calders and
Cristina Conati and
Sebasti{\'{a}}n Ventura and
Crist{\'{o}}bal Romero and
John C. Stamper},
title = {Towards Parameter-free Data Mining: Mining Educational Data with Yacaree},
booktitle = {Proceedings of the 4th International Conference on Educational Data
Mining, Eindhoven, The Netherlands, July 6-8, 2011},
pages = {363--364},
publisher = {www.educationaldatamining.org},
year = {2011},
url = {http://educationaldatamining.org/EDM2011/wp-content/uploads/proc/edm2011\_poster23\_Zorrilla.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ZorillaGB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/edm/2011,
editor = {Mykola Pechenizkiy and
Toon Calders and
Cristina Conati and
Sebasti{\'{a}}n Ventura and
Crist{\'{o}}bal Romero and
John C. Stamper},
title = {Proceedings of the 4th International Conference on Educational Data
Mining, Eindhoven, The Netherlands, July 6-8, 2011},
publisher = {www.educationaldatamining.org},
year = {2011},
isbn = {978-90-386-2537-9},
timestamp = {Tue, 23 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/2011.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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