Index Catalog // Digital WPI

1. Toward Improving Effectiveness of Crowdsourced, On-Demand Assistance From Authors in Online Learning Platforms

Keyword:: Crowdsourcing, On-demand assistance, and Online education
Creator:: Haim, Aaron
Advisor:: Heffernan, Neil
Publisher:: Worcester Polytechnic Institute
Date Created:: 2022-04-12
Resource Type:: Thesis
Degree:: MS
Unit:: Computer Science

2. Leveraging Auxiliary Data from Similar Problems to Improve Automatic Open Response Scoring

Creator:: Rivera-Bergollo, Raysa
Advisor:: Heffernan, Neil
Publisher:: Worcester Polytechnic Institute
Date Created:: 2022-04-22
Resource Type:: Thesis
Degree:: MS
Unit:: Computer Science

3. Improving Automated Assessment for Student Open-responses in Mathematics

Keyword:: Automated assessment, Mathematics, Open-responses, Machine Learning, Online Learning Platforms, and Natural Language Processing
Creator:: Baral, Sami
Advisor:: Heffernan, Neil
Publisher:: Worcester Polytechnic Institute
Date Created:: 2022-04-26
Resource Type:: Thesis
Degree:: MS
Unit:: Computer Science

4. Examining Student Effort on Hint through Response Time Decomposition

Keyword:: Computer Aided Learning Platforms, Learning Analytics, Response Time Decomposition , and Measuring Effort
Creator:: Gurung, Ashish
Advisor:: Heffernan, Neil
Publisher:: Worcester Polytechnic Institute
Date Created:: 2021-05-03
Resource Type:: Thesis
Degree:: MS
Unit:: Computer Science

5. Applying Reinforcement Learning Based Tutor Strategy Recommendation Service To The ASSISTments

Creator:: Dai, Zekun
Advisor:: Heffernan, Neil
Publisher:: Worcester Polytechnic Institute
Date Created:: 2021-05-04
Resource Type:: Thesis
Degree:: MS
Unit:: Computer Science

6. Improving Feedback Recommendation in Intelligent Tutoring Systems using NLP

Creator:: Benachamardi, Priyanka
Advisor:: Heffernan, Neil
Publisher:: Worcester Polytechnic Institute
Date Created:: 2021-05-05
Resource Type:: Thesis
Degree:: MS
Unit:: Computer Science

7. Behavior Detectors to Support Feedback Generation using Problem-Solving Action Data

Keyword:: lstm, nlp, behavior detection, time series, and feedback
Creator:: Alphonsus, Aaron G.
Advisor:: Heffernan, Neil
Publisher:: Worcester Polytechnic Institute
Date Created:: 2021-05-06
Resource Type:: Thesis
Degree:: MS
Unit:: Computer Science

8. Developing Automated Audio Assessment Tools for a Chinese Language Course

Keyword:: Audio Data, Natural Language Processing, Machine Learning, Automated Grading, and Deep Learning
Creator:: Varatharaj, Ashvini
Advisor:: Heffernan, Neil
Publisher:: Worcester Polytechnic Institute
Date Created:: 2020-08-04
Resource Type:: Thesis
Degree:: MS
Unit:: Computer Science

9. The effect of prompted self-revision on student performance in the context of open-ended problems using Randomized Control Trials

Keyword:: student learning
Creator:: Vinayakumar, Meghana Kasal
Advisor:: Heffernan, Neil
Publisher:: Worcester Polytechnic Institute
Date Created:: 2020-05-15
Resource Type:: Thesis
Degree:: MS
Unit:: Computer Science

10. Improvements on Trained Across Multiple Experiments (TAME), a New Method for Treatment Effect Detection

Keyword:: treatment effect detection, Data Mining, and linear regression
Creator:: Patikorn, Thanaporn
Advisor:: Heffernan, Neil
Publisher:: Worcester Polytechnic Institute
Date Created:: 2017-05-08
Resource Type:: Thesis
Degree:: PhD
Unit:: Computer Science

11. A Prediction Model Uses the Sequence of Attempts and Hints to Better Predict Knowledge: Better to Attempt the Problem First, Rather Than Ask for A Hint

Keyword:: Intelligent Tutoring System, Student Modelling, and Educational data mining
Creator:: Zhu, Linglong
Advisor:: Heffernan, Neil
Publisher:: Worcester Polytechnic Institute
Date Created:: 2014-04-28
Resource Type:: Thesis
Degree:: MS
Unit:: Computer Science

12. Student Modeling From Different Aspects

Keyword:: student modeling, Randomized Controlled Trials, Data Mining, and ASSISTments
Creator:: Wang, Yan
Advisor:: Heffernan, Neil
Publisher:: Worcester Polytechnic Institute
Date Created:: 2016-04-14
Resource Type:: Thesis
Degree:: MS
Unit:: Computer Science

13. Enhancing Personalization Within ASSISTments

Keyword:: JavaCC, ASSISTments, If-Then, and Choice
Creator:: Donnelly, Christopher
Advisor:: Heffernan, Neil
Publisher:: Worcester Polytechnic Institute
Date Created:: 2015-04-23
Resource Type:: Thesis
Degree:: MS
Unit:: Computer Science

14. Refining Learning Maps with Data Fitting Techniques

Keyword:: LFA, Learning Maps, and Skill Graphs
Creator:: Adjei, Seth Akonor
Advisor:: Heffernan, Neil
Publisher:: Worcester Polytechnic Institute
Date Created:: 2015-03-20
Resource Type:: Thesis
Degree:: MS
Unit:: Computer Science

15. Boredom and student modeling in intelligent tutoring systems

Keyword:: Bayesian Knowledge Tracing, boredom, student modeling, and Intelligent tutoring systems
Creator:: Hawkins, William J
Advisor:: Heffernan, Neil
Publisher:: Worcester Polytechnic Institute
Date Created:: 2014-04-25
Resource Type:: Thesis
Degree:: MS
Unit:: Computer Science

16. Improving Educational Content: A Web-based Intelligent Tutoring System with Support for Teacher Collaboration

Keyword:: ASSISTments, Collaboration, Education, and Tutor
Creator:: Hobbs, Bryan
Advisor:: Heffernan, Neil
Publisher:: Worcester Polytechnic Institute
Date Created:: 2013-04-19
Resource Type:: Thesis
Degree:: MS
Unit:: Computer Science

17. Can a computer adaptive assessment system determine, better than traditional methods, whether students know mathematics skills?

Keyword:: assessment, computer adaptive test, Intelligent Tutoring System, item response theory, and Education
Creator:: Whorton, Skyler
Advisor:: Heffernan, Neil
Publisher:: Worcester Polytechnic Institute
Date Created:: 2013-04-19
Resource Type:: Thesis
Degree:: MS
Unit:: Computer Science

18. An Empirical Evaluation of Student Learning by the Use of a Computer Adaptive System

Keyword:: ITS, learning progressions, Intelligent Tutoring System, personalized learning, computer adaptive, and prerequisite graph
Creator:: Belhumeur, Corey T
Advisor:: Heffernan, Neil
Publisher:: Worcester Polytechnic Institute
Date Created:: 2013-04-19
Resource Type:: Thesis
Degree:: MS
Unit:: Computer Science

19. Leveraging Influential Factors into Bayesian Knowledge Tracing

Keyword:: Linear Regression, Intelligent Tutoring System, Student Model, and Bayesian Knowledge Tracing
Creator:: Qiu, Yumeng
Advisor:: Heffernan, Neil
Publisher:: Worcester Polytechnic Institute
Date Created:: 2013-01-10
Resource Type:: Thesis
Degree:: MS
Unit:: Computer Science

20. A Graph Theoretic Clustering Algorithm based on the Regularity Lemma and Strategies to Exploit Clustering for Prediction

Keyword:: Unsupervised learning, Graph Mining, Machine Learning, Semi-Supervised Learning, Ensemble Learning, Graph Partitioning, and Regularity Lemma
Creator:: Trivedi, Shubhendu
Advisor:: Sarkozy, Gabor N and Heffernan, Neil
Publisher:: Worcester Polytechnic Institute
Date Created:: 2012-04-30
Resource Type:: Thesis
Degree:: MS
Unit:: Computer Science

21. Reaching More Students: A Web-based Intelligent Tutoring System with support for Offline Access

Keyword:: Intelligent tutoring systems and Educational data mining
Creator:: Kehrer, Paul H
Advisor:: Heffernan, Neil
Publisher:: Worcester Polytechnic Institute
Date Created:: 2012-04-26
Resource Type:: Thesis
Degree:: MS
Unit:: Computer Science

22. Responding to Moments of Learning

Keyword:: Intelligent tutoring systems, Machine Learning, Knowledge tracing, and Educational data mining
Creator:: Goldstein, Adam B
Advisor:: Heffernan, Neil and Baker, Ryan S.
Publisher:: Worcester Polytechnic Institute
Date Created:: 2011-05-03
Resource Type:: Thesis
Degree:: MS
Unit:: Computer Science

23. Learning the Effectiveness of Content and Methodology in an Intelligent Tutoring System

Keyword:: Educational data mining and student modeling
Creator:: Dailey, Matthew D
Advisor:: Heffernan, Neil
Publisher:: Worcester Polytechnic Institute
Date Created:: 2011-05-03
Resource Type:: Thesis
Degree:: MS
Unit:: Computer Science

24. Increasing parent engagement in student learning using an Intelligent Tutoring System with Automated Messages

Keyword:: parental notification, ASSISTments, and Intelligent Tutoring System
Creator:: Broderick, Zachary R
Advisor:: Heffernan, Neil
Publisher:: Worcester Polytechnic Institute
Date Created:: 2011-03-01
Resource Type:: Thesis
Degree:: MS
Unit:: Computer Science

25. Trying to Reduce Gaming Behavior by Students in Intelligent Tutoring Systems

Keyword:: Assistment, Intelligent Tutoring System, Knowledge tracing, and gaming the system
Creator:: Forbes-Summers, Elijah
Advisor:: Heffernan, Neil
Publisher:: Worcester Polytechnic Institute
Date Created:: 2010-05-03
Resource Type:: Thesis
Degree:: MS
Unit:: Computer Science

26. Measuring Student Engagement in an Intelligent Tutoring System

Keyword:: Learning, Behavior, Visualization, and Intelligent tutoring systems
Creator:: Lloyd, Nicholas M
Advisor:: Heffernan, Neil
Publisher:: Worcester Polytechnic Institute
Date Created:: 2007-05-03
Resource Type:: Thesis
Degree:: MS
Unit:: Computer Science

27. Developing a Cognitive Rule-Based Tutor for the ASSISTment System

Keyword:: model-tracing, cognitive tutoring, and web services
Creator:: Rasmussen, Kai
Advisor:: Heffernan, Neil
Publisher:: Worcester Polytechnic Institute
Date Created:: 2007-01-09
Resource Type:: Thesis
Degree:: MS
Unit:: Computer Science

28. Tools to help build models that predict student learning

Keyword:: predictive models, Knowledge Components, and transfer models
Creator:: Upalekar, Ruta Sunil
Advisor:: Heffernan, Neil
Publisher:: Worcester Polytechnic Institute
Date Created:: 2006-05-02
Resource Type:: Thesis
Degree:: MS
Unit:: Computer Science

29. The Assistment Builder: A tool for rapid tutor development

Keyword:: Authoring Tools, Pseudo-tutors, Education, and Intelligent tutoring systems
Creator:: Turner, Terrence E
Advisor:: Heffernan, Neil
Publisher:: Worcester Polytechnic Institute
Date Created:: 2006-01-11
Resource Type:: Thesis
Degree:: MS
Unit:: Computer Science

30. The Common Tutor Object Platform

Keyword:: Intelligent tutoring systems and component based software engineering
Creator:: Nuzzo-Jones, Goss F
Advisor:: Heffernan, Neil
Publisher:: Worcester Polytechnic Institute
Date Created:: 2006-01-09
Resource Type:: Thesis
Degree:: MS
Unit:: Computer Science

31. Visual Feedback for Gaming Prevention in Intelligent Tutoring Systems

Keyword:: Machine Learning, Behavior, Intelligent tutoring systems, and Learning
Creator:: Walonoski, Jason A
Advisor:: Heffernan, Neil
Publisher:: Worcester Polytechnic Institute
Date Created:: 2006-01-08
Resource Type:: Thesis
Degree:: MS
Unit:: Computer Science

35. Applying Machine Learning Techniques to Rule Generation in Intelligent Tutoring Systems

Keyword:: Programming by Demonstration, Intelligent tutoring systems, Model Tracing, Machine Learning, and Artificial Intelligence
Creator:: Jarvis, Matthew P
Advisor:: Heffernan, Neil
Publisher:: Worcester Polytechnic Institute
Date Created:: 2004-04-29
Resource Type:: Thesis
Degree:: MS
Unit:: Computer Science

36. Using Association Rules to Guide a Search for Best Fitting Transfer Models of Student Learning

Keyword:: predicting performance, aprior, transfer models, ASAS, Logistic regression, and Association Rules
Creator:: Freyberger, Jonathan E
Advisor:: Heffernan, Neil
Publisher:: Worcester Polytechnic Institute
Date Created:: 2004-04-30
Resource Type:: Thesis
Degree:: MS
Unit:: Computer Science

37. Evaluating Predictions of Transfer and Analyzing Student Motivation

Keyword:: Learning Gain, Empirical Results, Student Motivation, Mathematics Education, Model-Tracing Tutors, Web-Based Evaluations, Intelligent Tutoring, Dialog, and Tutoring Strategy Evaluation
Creator:: Croteau, Ethan
Advisor:: Heffernan, Neil
Publisher:: Worcester Polytechnic Institute
Date Created:: 2004-04-30
Resource Type:: Thesis
Degree:: MS
Unit:: Computer Science

38. Tutorial Dialog in an Equation Solving Intelligent Tutoring System

Keyword:: Artificial Intelligence, model-tracing, Intelligent Tutoring System, cognitive model, and tutoring
Creator:: Razzaq, Leena M
Advisor:: Heffernan, Neil
Publisher:: Worcester Polytechnic Institute
Date Created:: 2004-01-07
Resource Type:: Thesis
Degree:: MS
Unit:: Computer Science

39. Constructing an Authoring Tool for Intelligent Tutoring Systems with Hierarchical Domain Models

Keyword:: authoring tool, Intelligent tutoring systems, ITS, and Artificial Intelligence
Creator:: Csizmadia, Vilmos
Advisor:: Heffernan, Neil
Publisher:: Worcester Polytechnic Institute
Date Created:: 2003-12-22
Resource Type:: Thesis
Degree:: MS
Unit:: Computer Science

Explore, Discover, Share

Search Constraints

Search Results

1. Toward Improving Effectiveness of Crowdsourced, On-Demand Assistance From Authors in Online Learning Platforms

2. Leveraging Auxiliary Data from Similar Problems to Improve Automatic Open Response Scoring

3. Improving Automated Assessment for Student Open-responses in Mathematics

4. Examining Student Effort on Hint through Response Time Decomposition

5. Applying Reinforcement Learning Based Tutor Strategy Recommendation Service To The ASSISTments

6. Improving Feedback Recommendation in Intelligent Tutoring Systems using NLP

7. Behavior Detectors to Support Feedback Generation using Problem-Solving Action Data

8. Developing Automated Audio Assessment Tools for a Chinese Language Course

9. The effect of prompted self-revision on student performance in the context of open-ended problems using Randomized Control Trials

10. Improvements on Trained Across Multiple Experiments (TAME), a New Method for Treatment Effect Detection

11. A Prediction Model Uses the Sequence of Attempts and Hints to Better Predict Knowledge: Better to Attempt the Problem First, Rather Than Ask for A Hint

12. Student Modeling From Different Aspects

13. Enhancing Personalization Within ASSISTments

14. Refining Learning Maps with Data Fitting Techniques

15. Boredom and student modeling in intelligent tutoring systems

16. Improving Educational Content: A Web-based Intelligent Tutoring System with Support for Teacher Collaboration

17. Can a computer adaptive assessment system determine, better than traditional methods, whether students know mathematics skills?

18. An Empirical Evaluation of Student Learning by the Use of a Computer Adaptive System

19. Leveraging Influential Factors into Bayesian Knowledge Tracing

20. A Graph Theoretic Clustering Algorithm based on the Regularity Lemma and Strategies to Exploit Clustering for Prediction

21. Reaching More Students: A Web-based Intelligent Tutoring System with support for Offline Access

22. Responding to Moments of Learning

23. Learning the Effectiveness of Content and Methodology in an Intelligent Tutoring System

24. Increasing parent engagement in student learning using an Intelligent Tutoring System with Automated Messages

25. Trying to Reduce Gaming Behavior by Students in Intelligent Tutoring Systems

26. Measuring Student Engagement in an Intelligent Tutoring System

27. Developing a Cognitive Rule-Based Tutor for the ASSISTment System

28. Tools to help build models that predict student learning

29. The Assistment Builder: A tool for rapid tutor development

30. The Common Tutor Object Platform

31. Visual Feedback for Gaming Prevention in Intelligent Tutoring Systems

32. Towards Teachers Quickly Creating Tutoring Systems

33. Developing an Affordable Authoring Tool For Intelligent Tutoring Systems

34. Collaborative Warrior Tutoring

35. Applying Machine Learning Techniques to Rule Generation in Intelligent Tutoring Systems

36. Using Association Rules to Guide a Search for Best Fitting Transfer Models of Student Learning

37. Evaluating Predictions of Transfer and Analyzing Student Motivation

38. Tutorial Dialog in an Equation Solving Intelligent Tutoring System

39. Constructing an Authoring Tool for Intelligent Tutoring Systems with Hierarchical Domain Models

Limit your search