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Results
Found 226 publication records. Showing 226 according to the selection in the facets
| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 3 | Tarsis Marinho, Evandro de Barros Costa, Diego Dermeval, Rafael Ferreira, Lucas M. Braz, Ig Ibert Bittencourt, Henrique Pacca Loureiro Luna |
An ontology-based software framework to provide educational data mining.  |
SAC  |
2010 |
DBLP DOI BibTeX RDF |
framework, semantic web services, educational data mining |
| 2 | Shubhendu Trivedi, Zachary A. Pardos, Gábor N. Sárközy, Neil T. Heffernan |
Spectral Clustering in Educational Data Mining. |
EDM |
2011 |
DBLP BibTeX RDF |
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| 2 | Mohammad Hassan Falakmasir, Jafar Habibi |
Using Educational Data Mining Methods to Study the Impact of Virtual Classroom in E-Learning. |
EDM |
2010 |
DBLP BibTeX RDF |
|
| 2 | Joseph E. Beck, Toon Calders, Mykola Pechenizkiy, Silvia Rita Viola |
Workshop on Educational Data Mining @ ICALT07 (EDM@ICALT07). |
ICALT |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Toon Calders, Mykola Pechenizkiy |
Introduction to the special section on educational data mining. |
SIGKDD Explorations |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Michal Munk, Martin Drlík |
Influence of Different Session Timeouts Thresholds on Results of Sequence Rule Analysis in Educational Data Mining. |
DICTAP |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Mykola Pechenizkiy, Toon Calders, Cristina Conati, Sebastián Ventura, Cristóbal Romero, John C. Stamper (eds.) |
Proceedings of the 4th International Conference on Educational Data Mining, Eindhoven, The Netherlands, July 6-8, 2011 |
EDM |
2011 |
DBLP BibTeX RDF |
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| 1 | Qiwei He, Bernard P. Veldkamp, Gerben Westerhof |
Computerized Coding System for Life Narratives to Assess Students' Personality Adaption. |
EDM |
2011 |
DBLP BibTeX RDF |
|
| 1 | Kelly Wauters, Piet Desmet, Wim van den Noortgate |
Acquiring Item Difficulty Estimates: a Collaborative Effort of Data and Judgment. Nominee for Best Paper Award. |
EDM |
2011 |
DBLP BibTeX RDF |
|
| 1 | Kelly Wauters, Piet Desmet, Wim van den Noortgate |
Monitoring Learners' Proficiency: Weight Adaptation in the Elo Rating System. |
EDM |
2011 |
DBLP BibTeX RDF |
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| 1 | Dorina Kabakchieva, Kamelia Stefanova, Valentin S. Kisimov |
Analyzing University Data for Determining Student Profiles and Predicting Performance. |
EDM |
2011 |
DBLP BibTeX RDF |
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| 1 | Behrooz Mostafavi, Tiffany Barnes, Marvin J. Croy |
Automatic Generation of Proof Problems in Deductive Logic. |
EDM |
2011 |
DBLP BibTeX RDF |
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| 1 | Marta E. Zorrilla, Diego García-Saiz, José L. Balcázar |
Towards Parameter-free Data Mining: Mining Educational Data with Yacaree. |
EDM |
2011 |
DBLP BibTeX RDF |
|
| 1 | Vladimir Ivancevic, Milan Celikovic, Ivan Lukovic |
Analyzing Student Spatial Deployment in a Computer Laboratory. |
EDM |
2011 |
DBLP BibTeX RDF |
|
| 1 | Germán Cobo, David García-Solórzano, Eugènia Santamaria, Jose Antonio Morán, Javier Melenchón, Carlos Monzo |
Modeling Students' Activity in Online Discussion Forums: A Strategy based on Time Series and Agglomerative Hierarchical Clustering. |
EDM |
2011 |
DBLP BibTeX RDF |
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| 1 | Arnon Hershkovitz, Ryan Shaun Joazeiro de Baker, Janice D. Gobert, Michael Wixon |
Goal Orientation and Changes of Carelessness over Consecutive Trials in Science Inquiry. |
EDM |
2011 |
DBLP BibTeX RDF |
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| 1 | Nan Li, William W. Cohen, Kenneth R. Koedinger, Noboru Matsuda |
A Machine Learning Approach for Automatic Student Model Discovery. |
EDM |
2011 |
DBLP BibTeX RDF |
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| 1 | Alina Von Davier |
Quality Control and Data Mining Techniques Applied to Monitoring Scaled Scores. |
EDM |
2011 |
DBLP BibTeX RDF |
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| 1 | Annalies Vuong, Tristan Nixon, Brendon Towle |
A Method for Finding Prerequisites Within a Curriculum. |
EDM |
2011 |
DBLP BibTeX RDF |
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| 1 | Anna Lea Dyckhoff, Dennis Zielke, Mohamed Amine Chatti, Ulrik Schroeder |
eLAT: An Exploratory Learning Analytics Tool for Reflection and Iterative Improvement of Technology Enhanced Learning. |
EDM |
2011 |
DBLP BibTeX RDF |
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| 1 | Michel Desmarais |
Conditions for Effectively Deriving a Q-Matrix from Data with Non-negative Matrix Factorization. Best Paper Award. |
EDM |
2011 |
DBLP BibTeX RDF |
|
| 1 | Marcelo Worsley, Paulo Blikstein |
Whats an Expert? Using Learning Analytics to Identify Emergent Markers of Expertise through Automated Speech, Sentiment and Sketch Analysis. |
EDM |
2011 |
DBLP BibTeX RDF |
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| 1 | Judith Zimmermann, Kay Henning Brodersen, Jean-Philippe Pellet, Elias August, Joachim M. Buhmann |
Predicting Graduate-level Performance from Undergraduate Achievements. |
EDM |
2011 |
DBLP BibTeX RDF |
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| 1 | Osamu Yamakawa |
Combining Study of Complex Network and Text Mining Analysis to Understand Growth Mechanism of Communities on SNS. |
EDM |
2011 |
DBLP BibTeX RDF |
|
| 1 | Ryan Shaun Joazeiro de Baker, Sujith M. Gowda, Albert T. Corbett |
Automatically Detecting a Students Preparation for Future Learning: Help Use is Key. |
EDM |
2011 |
DBLP BibTeX RDF |
|
| 1 | Joana Barracosa, Cláudia Antunes |
Mining Teaching Behaviors from Pedagogical Surveys. |
EDM |
2011 |
DBLP BibTeX RDF |
|
| 1 | Samad Kardan, Cristina Conati |
A Framework for Capturing Distinguishing User Interaction Behaviors in Novel Interfaces. |
EDM |
2011 |
DBLP BibTeX RDF |
|
| 1 | José P. González-Brenes, Jack Mostow, Weisi Duan |
How to Classify Tutorial Dialogue? Comparing Feature Vectors vs. Sequences. |
EDM |
2011 |
DBLP BibTeX RDF |
|
| 1 | Carlos Marquez-Vera, Cristóbal Romero, Sebastián Ventura |
Predicting School Failure Using Data Mining. |
EDM |
2011 |
DBLP BibTeX RDF |
|
| 1 | Anjo Anjewierden, Hannie Gijlers, Nadira Saab, Robert de Hoog |
Brick: Mining Pedagogically Interesting Sequential Patterns. |
EDM |
2011 |
DBLP BibTeX RDF |
|
| 1 | Michael Yudelson, Philip I. Pavlik, Kenneth R. Koedinger |
Towards Better Understanding of Transfer in Cognitive Models of Practice. |
EDM |
2011 |
DBLP BibTeX RDF |
|
| 1 | Rafael Pedraza Perez, Cristóbal Romero, Sebastián Ventura |
A Java Desktop Tool for Mining Moodle Data. |
EDM |
2011 |
DBLP BibTeX RDF |
|
| 1 | Jack Mostow, Yanbo Xu, Mdahaduzzaman Munna |
Desperately Seeking Subscripts: Towards Automated Model Parameterization. |
EDM |
2011 |
DBLP BibTeX RDF |
|
| 1 | Edgar Cambranes-Martinez, Judith Good |
Studying the Problem-solving Strategies in the Early Stages of Learning Programming. |
EDM |
2011 |
DBLP BibTeX RDF |
|
| 1 | Kenneth R. Koedinger, Philip I. Pavlik Jr., John C. Stamper, Tristan Nixon, Steven Ritter |
Avoiding Problem Selection Thrashing with Conjunctive Knowledge Tracing. |
EDM |
2011 |
DBLP BibTeX RDF |
|
| 1 | Yutao Wang, Neil T. Heffernan |
Towards Modeling Forgetting and Relearning in ITS: Preliminary Analysis of ARRS Data. |
EDM |
2011 |
DBLP BibTeX RDF |
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| 1 | George Goguadze, Sergey A. Sosnovsky, Seiji Isotani, Bruce M. McLaren |
Evaluating a Bayesian Student Model of Decimal Misconceptions. |
EDM |
2011 |
DBLP BibTeX RDF |
|
| 1 | Antonio R. Anaya, Jesus Boticario |
Towards Improvements on Domain-independent Measurements for Collaborative Assessment. |
EDM |
2011 |
DBLP BibTeX RDF |
|
| 1 | Alfredo Zapata Gonzalez, Víctor Hugo Menéndez-Domínguez, Manuel E. Prieto, Cristóbal Romero |
Using Data Mining in a Recommender System to Search for Learning Objects in Repositories. |
EDM |
2011 |
DBLP BibTeX RDF |
|
| 1 | Stephen Fancsali |
Variable Construction and Causal Modeling of Online Education Messaging Data: Initial Results. |
EDM |
2011 |
DBLP BibTeX RDF |
|
| 1 | Petr Jarusek, Radek Pelánek |
Problem Response Theory and its Application for Tutoring. |
EDM |
2011 |
DBLP BibTeX RDF |
|
| 1 | Barry Smyth |
Social Information Discovery. |
EDM |
2011 |
DBLP BibTeX RDF |
|
| 1 | Mingyu Feng, Neil T. Heffernan, Zachary A. Pardos, Cristina Heffernan |
Comparing of Traditional Assessment with Dynamic Testing in a Tutoring System. |
EDM |
2011 |
DBLP BibTeX RDF |
|
| 1 | Emma Brunskill |
Estimating Prerequisite Structure From Noisy Data. |
EDM |
2011 |
DBLP BibTeX RDF |
|
| 1 | Gökhan Akçapinar, Erdal Cosgun, Arif Altun |
Prediction of Perceived Disorientation in Online Learning Environment with Random Forest Regression. |
EDM |
2011 |
DBLP BibTeX RDF |
|
| 1 | Dovan Rai, Joseph Beck |
Exploring User Data From a Game-like Math Tutor: A Case Study in Causal Modeling. |
EDM |
2011 |
DBLP BibTeX RDF |
|
| 1 | Florian Lemmerich, Marianus Ifland, Frank Puppe |
Identifying Influence Factors on Students Success by Subgroup Discovery. |
EDM |
2011 |
DBLP BibTeX RDF |
|
| 1 | Emma Brunskill, Stuart Russell |
Partially Observable Sequential Decision Making for Problem Selection in an Intelligent Tutoring System. |
EDM |
2011 |
DBLP BibTeX RDF |
|
| 1 | Philip I. Pavlik Jr., Sue-mei Wu |
A Dynamical System Model of Microgenetic Changes in Performance, Efficacy, Strategy Use and Value during Vocabulary Learning. |
EDM |
2011 |
DBLP BibTeX RDF |
|
| 1 | Sébastien Lallé, Vanda Luengo |
Learning Parameters for a Knowledge Diagnostic Tools in Orthopedic Surgery. |
EDM |
2011 |
DBLP BibTeX RDF |
|
| 1 | Nguyen Thai-Nghe, Tomás Horváth, Lars Schmidt-Thieme |
Factorization Models for Forecasting Student Performance. |
EDM |
2011 |
DBLP BibTeX RDF |
|
| 1 | Leigh Ann Sudol-DeLyser, Jonathan Steinhart |
Factors Impacting Novice Code Comprehension in a Tutor for Introductory Computer Science. |
EDM |
2011 |
DBLP BibTeX RDF |
|
| 1 | Nikita Romashkin, Dmitry I. Ignatov, Elena Kolotova |
How University Entrants are Choosing Their Department? Mining of University Admission Process with FCA Taxonomies. |
EDM |
2011 |
DBLP BibTeX RDF |
|
| 1 | Lorenzo Moreno, Carina S. González, Román Estévez, Béatrice Pesquet-Popescu |
Intelligent Evaluation of Social Knowledge Building Using Conceptual Maps with MLN. |
EDM |
2011 |
DBLP BibTeX RDF |
|
| 1 | Carina S. González, Pedro A. Toledo |
The Hospital Classrooms Environments Challenge. |
EDM |
2011 |
DBLP BibTeX RDF |
|
| 1 | Paul Salvador Inventado, Roberto S. Legaspi, Merlin Suarez, Masayuki Numao |
Investigating the Transitions between Learning and Non-learning Activities as Students Learn Online. |
EDM |
2011 |
DBLP BibTeX RDF |
|
| 1 | Jack Mostow, José P. González-Brenes, Bao Hong (Lucas) Tan |
Learning Classifiers From a Relational Database of Tutor Logs. |
EDM |
2011 |
DBLP BibTeX RDF |
|
| 1 | Yanbo Xu, Jack Mostow |
Logistic Regression in a Dynamic Bayes Net Models Multiple Subskills Better! |
EDM |
2011 |
DBLP BibTeX RDF |
|
| 1 | Dave Barker-Plummer, Richard Cox, Robert Dale |
Student Translations of Natural Language into Logic: The Grade Grinder Translation Corpus Release 1.0. |
EDM |
2011 |
DBLP BibTeX RDF |
|
| 1 | Reihaneh Rabbany, Mansoureh Takaffoli, Osmar R. Zaïane |
Analyzing Participation of Students in Online Courses Using Social Network Analysis Techniques. |
EDM |
2011 |
DBLP BibTeX RDF |
|
| 1 | Agathe Merceron |
Investigating Usage of Resources in LMS with Specific Association Rules. |
EDM |
2011 |
DBLP BibTeX RDF |
|
| 1 | Erik-Jan van der Linden |
On Exploration and Mining of Data in Educational Practice. |
EDM |
2011 |
DBLP BibTeX RDF |
|
| 1 | Yanbo Xu, Jack Mostow |
Using Logistic Regression to Trace Multiple Sub-skills in a Dynamic Bayes Net. |
EDM |
2011 |
DBLP BibTeX RDF |
|
| 1 | Adaeze Nwaigwe, Kenneth R. Koedinger |
The Simple Location Heuristic is Better at Predicting Students' Changes in Error Rate Over Time Compared to the Simple Temporal Heuristic. |
EDM |
2011 |
DBLP BibTeX RDF |
|
| 1 | Sujith M. Gowda, Jonathan P. Rowe, Ryan Shaun Joazeiro de Baker, Min Chi, Kenneth R. Koedinger |
Improving Models of Slipping, Guessing, and Moment-By-Moment Learning with Estimates of Skill Difficulty. |
EDM |
2011 |
DBLP BibTeX RDF |
|
| 1 | Zachary A. Pardos, Sujith M. Gowda, Ryan Shaun Joazeiro de Baker, Neil T. Heffernan |
Ensembling Predictions of Student Post-Test Scores for an Intelligent Tutoring System. |
EDM |
2011 |
DBLP BibTeX RDF |
|
| 1 | Yumeng Qiu, Yingmei Qi, Hanyuan Lu, Zachary A. Pardos, Neil T. Heffernan |
Does Time Matter? Modeling the Effect of Time with Bayesian Knowledge Tracing. |
EDM |
2011 |
DBLP BibTeX RDF |
|
| 1 | John C. Stamper |
EDM and the 4th Paradigm of Scientific Discovery - Reflections on KDD Cup 2010. |
EDM |
2011 |
DBLP BibTeX RDF |
|
| 1 | Yue Gong, Joseph Beck |
Items, Skills, and Transfer Models: Which Really Matters for Student Modeling? |
EDM |
2011 |
DBLP BibTeX RDF |
|
| 1 | Matt Johnson, Michael Eagle, Leena Joseph, Tiffany Barnes |
The EDM Vis Tool. |
EDM |
2011 |
DBLP BibTeX RDF |
|
| 1 | Irena Koprinska |
Mining Assessment and Teaching Evaluation Data of Regular, Advanced Stream Students. |
EDM |
2011 |
DBLP BibTeX RDF |
|
| 1 | Diego García-Saiz, Marta E. Zorrilla |
E-learning Web Miner: A Data Mining Application to Help Instructors Involved in Virtual Courses. |
EDM |
2011 |
DBLP BibTeX RDF |
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| 1 | Roberto Martínez Maldonado, Kalina Yacef, Judy Kay, Ahmed Sulaiman Kharrufa, Ammar Al-Qaraghuli |
Analysing Frequent Sequential Patterns of Collaborative Learning Activity Around an Interactive Tabletop. Nominee for Best Paper Award. |
EDM |
2011 |
DBLP BibTeX RDF |
|
| 1 | Dmitry I. Ignatov, Serafima Mamedova, Nikita Romashkin, Ivan Shamshurin |
What Can Closed Sets of Students and Their Marks Say? |
EDM |
2011 |
DBLP BibTeX RDF |
|
| 1 | Bahador B. Nooraei, Zachary A. Pardos, Neil T. Heffernan, Ryan Shaun Joazeiro de Baker |
Less is More: Improving the Speed and Prediction Power of Knowledge Tracing by Using Less Data. |
EDM |
2011 |
DBLP BibTeX RDF |
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| 1 | Min Chi, Kenneth R. Koedinger, Geoffrey J. Gordon, Pamela W. Jordan, Kurt VanLehn |
Instructional Factors Analysis: A Cognitive Model For Multiple Instructional Interventions. |
EDM |
2011 |
DBLP BibTeX RDF |
|
| 1 | Mihaela Cocea, Stephan Weibelzahl |
Disengagement Detection in Online Learning: Validation Studies and Perspectives. |
TLT |
2011 |
DBLP DOI BibTeX RDF |
disengagement prediction, e-Learning, log-file analysis, educational data mining |
| 1 | M. Ramaswami, R. Bhaskaran |
A CHAID Based Performance Prediction Model in Educational Data Mining |
CoRR |
2010 |
DBLP BibTeX RDF |
|
| 1 | Cristóbal Romero, Sebastián Ventura |
Educational Data Mining: A Review of the State of the Art. |
IEEE Transactions on Systems, Man, and Cybernetics, Part C |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Ryan Shaun Joazeiro de Baker, Adriana M. J. B. de Carvalho, Jay Raspat, Vincent Aleven, Albert T. Corbett, Kenneth R. Koedinger, Mihaela Cocea, Arnon Hershkovitz |
Educational data mining methods for studying student behaviors minute by minute across an entire school year. |
ICLS |
2010 |
DBLP BibTeX RDF |
|
| 1 | Michael Eagle, Tiffany Barnes |
Intelligent Tutoring Systems, Educational Data Mining, and the Design and Evaluation of Video Games. |
Intelligent Tutoring Systems |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Ryan Shaun Joazeiro de Baker, Agathe Merceron, Philip I. Pavlik Jr. (eds.) |
Educational Data Mining 2010, The 3rd International Conference on Educational Data Mining, Pittsburgh, PA, USA, June 11-13, 2010. Proceedings |
EDM |
2010 |
DBLP BibTeX RDF |
|
| 1 | Kristy Elizabeth Boyer, Robert Phillips, Eunyoung Ha, Michael D. Wallis, Mladen A. Vouk, James C. Lester |
A Preliminary Investigation of Hierarchical Hidden Markov Models for Tutorial Planning. |
EDM |
2010 |
DBLP BibTeX RDF |
|
| 1 | Dovan Rai, Joseph E. Beck |
Analysis of a causal modeling approach: a case study with an educational intervention. |
EDM |
2010 |
DBLP BibTeX RDF |
|
| 1 | Mingyu Feng, Neil T. Heffernan |
Can We Get Better Assessment From A Tutoring System Compared to Traditional Paper Testing? Can We Have Our Cake (Better Assessment) and Eat It too (Student Learning During the Test)? |
EDM |
2010 |
DBLP BibTeX RDF |
|
| 1 | Zachary A. Pardos, Neil T. Heffernan |
Navigating the parameter space of Bayesian Knowledge Tracing models: Visualizations of the convergence of the Expectation Maximization algorithm. |
EDM |
2010 |
DBLP BibTeX RDF |
|
| 1 | Leah Macfadyen, Peter Sorenson |
Using LiMS (the Learner Interaction Monitoring System) to Track Online Learner Engagement and Evaluate Course Design. |
EDM |
2010 |
DBLP BibTeX RDF |
|
| 1 | Nabila Khodeir, Nayer M. Wanas, Nevin Mahmoud Darwish, Nadia Hegazy |
Inferring the Differential Student Model in a Probabilistic Domain Using Abduction inference in Bayesian networks. |
EDM |
2010 |
DBLP BibTeX RDF |
|
| 1 | Vilaythong Southavilay, Kalina Yacef, Rafael A. Calvo |
Process Mining to Support Students' Collaborative Writing. |
EDM |
2010 |
DBLP BibTeX RDF |
|
| 1 | André Krüger, Agathe Merceron, Benjamin Wolf |
A Data Model to Ease Analysis and Mining of Educational Data. |
EDM |
2010 |
DBLP BibTeX RDF |
|
| 1 | Keith E. Maull, Manuel Gerardo Saldivar, Tamara Sumner |
Observing Online Curriculum Planning Behavior of Teachers. |
EDM |
2010 |
DBLP BibTeX RDF |
|
| 1 | Matt Johnson, Tiffany Barnes |
EDM Visualization Tool: Watching Students Learn. |
EDM |
2010 |
DBLP BibTeX RDF |
|
| 1 | David H. Shanabrook, David G. Cooper, Beverly Park Woolf, Ivon Arroyo |
Identifying High-Level Student Behavior Using Sequence-based Motif Discovery. |
EDM |
2010 |
DBLP BibTeX RDF |
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| 1 | Jon M. Fincham, John R. Anderson, Shawn Betts, Jennifer L. Ferris |
Using Neural Imaging and Cognitive Modeling to Infer Mental States while Using an Intelligent Tutoring System. |
EDM |
2010 |
DBLP BibTeX RDF |
|
| 1 | Benjamin Shih, Kenneth R. Koedinger, Richard Scheines |
Unsupervised Discovery of Student Strategies. |
EDM |
2010 |
DBLP BibTeX RDF |
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| 1 | Whitney L. Cade, Andrew Olney |
Using Topic Models to Bridge Coding Schemes of Differing Granularity. |
EDM |
2010 |
DBLP BibTeX RDF |
|
| 1 | Lee Becker, Wayne H. Ward, Sarel van Vuuren |
DISCUSS: Enabling Detailed Characterization of Tutorial Interactions Through Dialogue Annotation. |
EDM |
2010 |
DBLP BibTeX RDF |
|
| 1 | Jaan Ubi, Innar Liiv |
A Review of Student Churn in the Light of Theories on Business Relationships. |
EDM |
2010 |
DBLP BibTeX RDF |
|
| 1 | Pokpong Songmuang, Maomi Ueno |
Multiple Test Forms Construction based on Bees Algorithm. |
EDM |
2010 |
DBLP BibTeX RDF |
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| 1 | Cristóbal Romero, Sebastián Ventura, Ekaterina Vasilyeva, Mykola Pechenizkiy |
Class Association Rules Mining from Students' Test Data. |
EDM |
2010 |
DBLP BibTeX RDF |
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