Journals

• W. Chen, C. Brinton, D. Cao, A. Mason-Singh, C. Lu, M. Chiang. ‘Early Detection Prediction of Learning Outcomes in Online Short-Courses via Learning Behaviors’. IEEE Transactions on Learning Technologies, 2018.
• T. Yang, C. Brinton, C. Joe-Wong, M. Chiang. ‘Behavior-Based Grade Prediction for MOOCs via Time Series Neural Networks’. IEEE Journal of Selected Topics in Signal Processing, Vol. 11, No. 5, Aug. 2017.
• C. Brinton, S. Buccapatnam, M. Chiang, H.V. Poor. ‘Mining MOOC Clickstreams: Video Watching Behavior versus In-Video Quiz Performance’. IEEE Transactions on Signal Processing, Vol. 64, No. 14, Jul. 2016.
• C. Brinton, R. Rill, S. Ha, M. Chiang, R. Smith, W. Ju. ‘Individualization for Quality Education at Scale: MIIC Design and Evaluation’. IEEE Transactions on Learning Technologies, Vol. 8, No. 1, Jan. 2015.
• C. Brinton, M. Chiang, S. Jain, H. Lam, Z. Liu, F. Wong. ‘Learning about social learning in MOOCs: From statistical analysis to generative model’. IEEE Transactions on Learning Technologies, Vol. 7, No. 4, Oct. 2014.

Conference Papers

• T. Yang, C. Brinton, C. Joe-Wong. ‘Predicting Learner Interactions in Social Learning Networks’. IEEE Conference on Computer Communications (INFOCOM), Apr. 2018.
• M. Shridharan, A. Willingham, J. Spencer, T. Yang, C. Brinton. ‘Predictive Learning Analytics for Video Watching Behavior in MOOCs’. 52 Annual Conference on Information Science and Systems (CISS), Mar. 2018.
• C. Bridges, J. Jared, J. Weissmann, A. Montanez-Garay, J. Spencer, C. Brinton. ‘Course Recommendation as Graphical Analysis’. 52 Annual Conference on Information Science and Systems (CISS), Mar. 2018.
• A. Lan, C. Brinton, T. Yang, M. Chiang. ‘Behavior-Based Latent Variable Model for Learner Engagement’. International Conference on Educational Data Mining (EDM), Jun. 2017.
• W. Chen, C. Brinton, D. Cao, M. Chiang. ‘Behavior in Social Learning Networks: Early Detection for Online Short-Courses’. IEEE Conference on Computer Communications (INFOCOM), May 2017.
• C. Brinton, S. Buccapatnam, F. Wong, M. Chiang, H.V. Poor. ‘Social Learning Networks: Efficiency Optimization for MOOC Forums’. IEEE Conference on Computer Communications (INFOCOM), Apr. 2016.
• C. Brinton, M. Chiang. ‘MOOC Performance Prediction via Clickstream Data and Social Learning Networks’. IEEE Conference on Computer Communications (INFOCOM), Apr. 2015.
• C. Brinton, M. Chiang. ‘Social Learning Networks: A Brief Survey’. 48 Annual Conference on Information Science and Systems (CISS), Mar. 2014.

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