Ran Liu

According to our database, Ran Liu authored at least 18 papers between 2011 and 2019.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2019

Learning linkages: Integrating data streams of multiple modalities and timescales.

Ran Liu, John C. Stamper, Jodi L. Davenport, Scott A. Crossley, Danielle S. McNamara, Kalonji Nzinga, Bruce Sherin

J. Comput. Assist. Learn., 2019

Explanatory learner models: Why machine learning (alone) is not the answer.

Carolyn P. Rosé, Elizabeth A. McLaughlin, Ran Liu, Kenneth R. Koedinger

Br. J. Educ. Technol., 2019

2018

A Novel Method for the In-Depth Multimodal Analysis of Student Learning Trajectories in Intelligent Tutoring Systems.

Ran Liu, John C. Stamper, Jodi L. Davenport

J. Learn. Anal., April, 2018

Behavioral and electrophysiological evidence of incidental learning, generalization and retention of speech categories from continuous speech.

Yunan Wu, Lori L. Holt, Ran Liu, Sung-joo Lim

Proceedings of the 40th Annual Meeting of the Cognitive Science Society, 2018

2017

Multimodal Data Collection and Analysis of Collaborative Learning through an Intelligent Tutoring System.

Ran Liu, John C. Stamper

Proceedings of the Joint Proceedings of the Sixth Multimodal Learning Analytics (MMLA) Workshop and the Second Cross-LAK Workshop co-located with 7th International Learning Analytics and Knowledge Conference (LAK 2017), 2017

Community based educational data repositories and analysis tools.

Ken Koedinger, Ran Liu, John C. Stamper, Candace Thille, Phil Pavlik

Proceedings of the Seventh International Learning Analytics & Knowledge Conference, 2017

Predicting math performance using natural language processing tools.

Scott A. Crossley, Ran Liu, Danielle S. McNamara

Proceedings of the Seventh International Learning Analytics & Knowledge Conference, 2017

Sharing and Reusing Data and Analytic Methods with LearnSphere.

Ran Liu, Kenneth R. Koedinger, John C. Stamper, Philip I. Pavlik Jr.

Proceedings of the 10th International Conference on Educational Data Mining, 2017

Towards reliable and valid measurement of individualized student parameters.

Ran Liu, Kenneth R. Koedinger

Proceedings of the 10th International Conference on Educational Data Mining, 2017

Closing the loop: Automated data-driven cognitive model discoveries lead to improved instruction and learning.

Ran Liu, Kenneth R. Koedinger

Proceedings of the 10th International Conference on Educational Data Mining, 2017

2016

Modeling common misconceptions in learning process data.

Ran Liu, Rony Patel, Kenneth R. Koedinger

Proceedings of the Sixth International Conference on Learning Analytics & Knowledge, 2016

Beyond Log Files: Using Multi-Modal Data Streams Towards Data-Driven KC Model Improvement.

Ran Liu, Jodi L. Davenport, John C. Stamper

Proceedings of the 9th International Conference on Educational Data Mining, 2016

When to Block versus Interleave Practice? Evidence Against Teaching Fraction Addition before Fraction Multiplication.

Rony Patel, Ran Liu, Kenneth R. Koedinger

Proceedings of the 38th Annual Meeting of the Cognitive Science Society, 2016

2015

Accounting for Slipping and Other False Negatives in Logistic Models of Student Learning.

Christopher J. MacLellan, Ran Liu, Kenneth R. Koedinger

Proceedings of the 8th International Conference on Educational Data Mining, 2015

Variations in Learning Rate: Student Clustering Based on Systematic Residual Error Patterns Across Practice Opportunities.

Ran Liu, Kenneth R. Koedinger

Proceedings of the 8th International Conference on Educational Data Mining, 2015

2014

Interpreting model discovery and testing generalization to a new dataset.

Ran Liu, Elizabeth A. McLaughlin, Kenneth R. Koedinger

Proceedings of the 7th International Conference on Educational Data Mining, 2014

2013

Supporting research into sound and speech learning through a configurable computer game.

Garrett Kimball, Rodrigo Cano, Jingyi Feng, Lei Feng, Erica Hampson, Evan Li, Michael G. Christel, Lori L. Holt, Sung-joo Lim, Ran Liu, Matthew Lehet

Proceedings of the 2013 IEEE International Games Innovation Conference, 2013

2011

Neural Changes Associated with Nonspeech Auditory Category Learning Parallel Those of Speech Category Acquisition.

Ran Liu, Lori L. Holt

J. Cogn. Neurosci., 2011