Citation Impact
Citing Papers
Micro-Directional Propagation Method Based on User Clustering
2023 Standout
Reinforcement learning of pedagogical policies in adaptive and intelligent educational systems
2009
AI technologies for education: Recent research & future directions
2021 Standout
Artificial Intelligence in Education: AIEd for Personalised Learning Pathways
2022 Standout
A collaborative educational association rule mining tool
2010
Text Messaging as a Tool for Behavior Change in Disease Prevention and Management
2010 Standout
Artificial Intelligence in Education (AIEd): a high-level academic and industry note 2021
2021
Artificial intelligence in language instruction: impact on English learning achievement, L2 motivation, and self-regulated learning
2023 Standout
Predicting academic performance of students from VLE big data using deep learning models
2019 Standout
Dynamic Bayesian Networks for Student Modeling
2017
Systematic review of research on artificial intelligence applications in higher education – where are the educators?
2019 Standout
Learning Analytics Methods, Benefits, and Challenges in Higher Education: A Systematic Literature Review
2016 Standout
Learning analytics: drivers, developments and challenges
2012 Standout
Applications of Data Mining in Constraint-Based Intelligent Tutoring Systems
2004
Artificial intelligence in mathematics education: A systematic literature review
2022 Standout
A Systematic Review on Educational Data Mining
2017 Standout
Data mining models for student careers
2015
Educational data mining and learning analytics for 21st century higher education: A review and synthesis
2019 Standout
Stupid Tutoring Systems, Intelligent Humans
2016
Data mining in course management systems: Moodle case study and tutorial
2007 Standout
International Handbook of Information Technology in Primary and Secondary Education
2008 Standout
Designing new technologies for illiterate populations: A study in mobile phone interface design
2008
A review of recent advances in learner and skill modeling in intelligent learning environments
2011
Analyzing undergraduate students' performance using educational data mining
2017 Standout
Challenges in the online component of blended learning: A systematic review
2019 Standout
Sentiment analysis on massive open online course evaluations: A text mining and deep learning approach
2020 Standout
The State of Educational Data Mining in 2009: A Review and Future Visions
2009 Standout
Past, present, and future of smart learning: a topic-based bibliometric analysis
2021 Standout
Predicting students' final performance from participation in on-line discussion forums
2013 Standout
AI-enabled adaptive learning systems: A systematic mapping of the literature
2021 Standout
Big Data and data science: A critical review of issues for educational research
2017 Standout
Web usage mining for predicting final marks of students that use Moodle courses
2010
Educational data mining: A survey and a data mining-based analysis of recent works
2013 Standout
Identifying At-Risk Students for Early Interventions—A Time-Series Clustering Approach
2015 Standout
Educational Data Mining: A Review of the State of the Art
2010 Standout
Deep learning goes to school: toward a relational understanding of AI in education
2019
Using game-based negotiation mechanism to enhance students’ goal setting and regulation
2018
Application and theory gaps during the rise of Artificial Intelligence in Education
2020
Data mining in education
2012 Standout
Empirically evaluating the application of reinforcement learning to the induction of effective and adaptive pedagogical strategies
2011
Making markets through digital platforms: Pearson, edu-business, and the (e)valuation of higher education
2020 Standout
Recommender system application developments: A survey
2015 Standout
Applying Web usage mining for personalizing hyperlinks in Web-based adaptive educational systems
2009
Learning Analytics
2013 Standout
The Behavior of Tutoring Systems
2006
Works of Joseph E. Beck being referenced
Back to the future: a non-automated method of constructing transfer models
2009
Using Learning Decomposition and Bootstrapping with Randomization to Compare the Impact of Different Educational Interventions on Learning
2009
Using Dirichlet Priors to Improve Model Parameter Plausibility.
2009
Going Deeper with Deep Knowledge Tracing.
2016
Does Self-Discipline impact students' knowledge and learning?
2009
Advisor: a machine-learning architecture for intelligent tutor construction
2000
Limits to accuracy: how well can we do at student modeling?
2013
Using Student Modeling to Estimate Student Knowledge Retention.
2012
Exploring User Data From a Game-like Math Tutor: A Case Study in Causal Modeling.
2011
Items, Skills, and Transfer Models: Which Really Matters for Student Modeling?
2011
Analysis of a causal modeling approach: a case study with an educational intervention.
2010
Representing Student Performance with Partial Credit.
2010
Using multiple Dirichlet distributions to improve parameter plausibility.
2010
Math Learning Environment with Game-Like Elements
2012
Some useful tactics to modify, map and mine data from intelligent tutors
2006
Applications of AI in education
1996