Joseph Beck

Publication Activity (10 Years)

Years Active: 1996-2020
Publications (10 Years): 5

Top Topics

Intelligent Tutoring Systems

Educational Data Mining

Top Venues

AAAI Fall Symposium: Robots Learning Interactively from Human Teachers

BIOSTEC (Selected Papers)

Publications

Mohammadkazem Sadoughi, Chao Hu, Behnam Moghadassian, Anupam Sharma, Joseph Beck, Danielle Mathiesen
Sequential Online Dispatch in Design of Experiments for Single- and Multiple-Response Surrogate Modeling. IEEE Trans Autom. Sci. Eng. 17 (4) (2020)
Joseph Beck, Min Chi, Ryan S. Baker
Workshop proposal: deep learning for educational data mining. EDM (2017)
Thanaporn Patikorn, Douglas Selent, Neil T. Heffernan, Joseph Beck, Jian Zou
Using a Single Model Trained across Multiple Experiments to Improve the Detection of Treatment Effects. EDM (2017)
Yan Wang, Korinn Ostrow, Joseph Beck, Neil T. Heffernan
Enhancing the efficiency and reliability of group differentiation through partial credit. LAK (2016)
Xiaolu Xiong, Siyuan Zhao, Eric Van Inwegen, Joseph Beck
Going Deeper with Deep Knowledge Tracing. EDM (2016)
Hao Wan, Joseph Beck
Considering the Influence of Prerequisite Performance on Wheel Spinning. EDM (2015)
Hao Wan, Carolina Ruiz, Joseph Beck
Automatic Extraction of Highly Predictive Sequence Features that Incorporate Contiguity and Mutation. BIOSTEC (Selected Papers) (2014)
Ma. Mercedes T. Rodrigo, Joseph Beck
Understanding Wheel Spinning in the Context of Affective Factors. Int. J. People Oriented Program. 3 (2) (2014)
Joseph Beck, Ma. Mercedes T. Rodrigo
Understanding Wheel Spinning in the Context of Affective Factors. Intelligent Tutoring Systems (2014)
Shoujing Li, Xiaolu Xiong, Joseph Beck
Modeling student retention in an environment with delayed testing. EDM (2013)
Dovan Rai, Joseph Beck, Ivon Arroyo
Causal Modeling to Understand the Relationship between Student Attitudes, Affect and Outcomes. EDM (2013)
Yutao Wang, Joseph Beck
Class vs. Student in a Bayesian Network Student Model. AIED (2013)
Joseph Beck, Xiaolu Xiong
Limits to accuracy: how well can we do at student modeling? EDM (2013)
Yutao Wang, Joseph Beck
Incorporating Factors Influencing Knowledge Retention into a Student Model. EDM (2012)
Halit Bener Suay, Joseph Beck, Sonia Chernova
Using Causal Models for Learning from Demonstration. AAAI Fall Symposium: Robots Learning Interactively from Human Teachers (2012)
Dovan Rai, Joseph Beck
Exploring User Data From a Game-like Math Tutor: A Case Study in Causal Modeling. EDM (2011)
Yue Gong, Joseph Beck
Items, Skills, and Transfer Models: Which Really Matters for Student Modeling? EDM (2011)
Matthew Bachmann, Janice D. Gobert, Joseph Beck
Tracking Students' Inquiry Paths through Student Transition Analysis. EDM (2010)
Mingyu Feng, Joseph Beck, Neil T. Heffernan
Using Learning Decomposition and Bootstrapping with Randomization to Compare the Impact of Different Educational Interventions on Learning. EDM (2009)
Dovan Rai, Yue Gong, Joseph Beck
Using Dirichlet priors to improve model parameter plausibility. EDM (2009)
Ming Feng, Joseph Beck
Back to the future: a non-automated method for constructing transfer models. EDM (2009)
Yue Gong, Dovan Rai, Joseph Beck, Neil T. Heffernan
Does Self-Discipline impact students' knowledge and learning?. EDM (2009)
Jack Mostow, Joseph Beck
Why, What, and How to Log? Lessons from LISTEN. EDM (2009)
Jack Mostow, Joseph Beck
Some useful tactics to modify, map and mine data from intelligent tutors. Nat. Lang. Eng. 12 (2) (2006)
Brooke Soden Hensler, Joseph Beck
Better Student Assessing by Finding Difficulty Factors in a Fully Automated Comprehension Measure. Intelligent Tutoring Systems (2006)
Cecily Heiner, Joseph Beck, Jack Mostow
When do Students Interrupt Help? Effects of Time, Help Type, and Individual Differences. AIED (2005)
Jack Mostow, Joseph Beck, Andrew Cuneo, Evandro Gouvea, Cecily Heiner
A Generic Tool to Browse Tutor-Student Interactions: Time Will Tell! AIED (2005)
Joseph Beck, Ryan Shaun Baker, Albert T. Corbett, Judy Kay, Diane J. Litman, Tanja Mitrovic, Steve Ritter
Workshop on Analyzing Student-Tutor Interaction Logs to Improve Educational Outcomes. Intelligent Tutoring Systems (2004)
Jack Mostow, Joseph Beck, S. Vanessa Winter, Shaojun Wang, Brian Tobin
Predicting oral reading miscues. INTERSPEECH (2002)
Ivon Arroyo, Joseph Beck, Beverly Park Woolf, Carole R. Beal, Klaus Schultz
Macroadapting Animalwatch to Gender and Cognitive Differnces with Respect to Hint Interactivity and Symbolism. Intelligent Tutoring Systems (2000)
Joseph Beck, Beverly Park Woolf, Carole R. Beal
ADVISOR: A Machine Learning Architecture for Intelligent Tutor Construction. AAAI/IAAI (2000)
Joseph Beck, Beverly Park Woolf
High-Level Student Modeling with Machine Learning. Intelligent Tutoring Systems (2000)
Joseph Beck
W3 - Applying Machine Learning to ITS Design/Construction. Intelligent Tutoring Systems (2000)
Joseph Beck
Learning to Teach with a Reinforcement Learning Agent. AAAI/IAAI (1998)
Mia Stern, Joseph Beck, Beverly Park Woolf
Adaptation of Problem Presentation and Feedback in an Intelligent Mathematics Tutor. Intelligent Tutoring Systems (1996)
Joseph Beck, Mia Stern, Erik P. Haugsjaa
Applications of AI in education. XRDS 3 (1) (1996)