Zachary A. Pardos
Zachary A. Pardos
Associate Professor at UC Berkeley
Verified email at berkeley.edu - Homepage
Title
Cited by
Cited by
Year
Modeling individualization in a bayesian networks implementation of knowledge tracing
ZA Pardos, NT Heffernan
International conference on user modeling, adaptation, and personalization …, 2010
3072010
KT-IDEM: Introducing item difficulty to the knowledge tracing model
ZA Pardos, NT Heffernan
International conference on user modeling, adaptation, and personalization …, 2011
1882011
Affective states and state tests: Investigating how affect throughout the school year predicts end of year learning outcomes
ZA Pardos, RSJD Baker, MOCZ San Pedro, SM Gowda, SM Gowda
Proceedings of the third international conference on learning analytics and …, 2013
1622013
Affective States and State Tests: Investigating How Affect and Engagement during the School Year Predict End-of-Year Learning Outcomes.
ZA Pardos, RSJD Baker, MOCZ San Pedro, SM Gowda, SM Gowda
Journal of Learning Analytics 1 (1), 107-128, 2014
1242014
Data mining and education
KR Koedinger, S D'Mello, EA McLaughlin, ZA Pardos, CP Rose
Wiley Interdisciplinary Reviews: Cognitive Science 6 (4), 333-353, 2015
1132015
Using fine-grained skill models to fit student performance with Bayesian networks
ZA Pardos, NT Heffernan, B Anderson, CL Heffernan, WP Schools
Workshop in Educational Data Mining held at the 8th International Conference …, 2006
1072006
Using HMMs and bagged decision trees to leverage rich features of user and skill from an intelligent tutoring system dataset
ZA Pardos, NT Heffernan
Journal of Machine Learning Research W & CP, 2001
96*2001
The sum is greater than the parts: Ensembling models of student knowledge in educational software
ZA Pardos, SM Gowda, RSJ Baker, NT Heffernan
ACM SIGKDD explorations newsletter 13 (2), 37-44, 2012
862012
Navigating the parameter space of Bayesian Knowledge Tracing models: Visualizations of the convergence of the Expectation Maximization algorithm
Z Pardos, N Heffernan
Educational Data Mining 2010, 2010
822010
Adapting bayesian knowledge tracing to a massive open online course in edx
Z Pardos, Y Bergner, D Seaton, D Pritchard
Educational Data Mining 2013, 2013
772013
Enabling real-time adaptivity in MOOCs with a personalized next-step recommendation framework
ZA Pardos, S Tang, D Davis, CV Le
Proceedings of the Fourth (2017) ACM Conference on Learning@ Scale, 23-32, 2017
662017
Does Time Matter? Modeling the Effect of Time with Bayesian Knowledge Tracing.
Y Qiu, Y Qi, H Lu, ZA Pardos, NT Heffernan
EDM, 139-148, 2011
662011
The effect of model granularity on student performance prediction using Bayesian networks
ZA Pardos, NT Heffernan, B Anderson, CL Heffernan
International Conference on User Modeling, 435-439, 2007
652007
Ensembling predictions of student knowledge within intelligent tutoring systems
RSJ d Baker, ZA Pardos, SM Gowda, BB Nooraei, NT Heffernan
International conference on user modeling, adaptation, and personalization …, 2011
582011
Clustering students to generate an ensemble to improve standard test score predictions
S Trivedi, ZA Pardos, NT Heffernan
International conference on artificial intelligence in education, 377-384, 2011
572011
Moocdb: Developing data standards for mooc data science
K Veeramachaneni, F Dernoncourt, C Taylor, Z Pardos, UM O’Reilly
AIED 2013 workshops proceedings volume 17, 2013
532013
Spectral clustering in educational data mining
S Trivedi, Z Pardos, G Sárközy, N Heffernan
Educational Data Mining 2011, 2010
522010
Mining big data in education: Affordances and challenges
C Fischer, ZA Pardos, RS Baker, JJ Williams, P Smyth, R Yu, S Slater, ...
Review of Research in Education 44 (1), 130-160, 2020
512020
Connectionist recommendation in the wild: on the utility and scrutability of neural networks for personalized course guidance
ZA Pardos, Z Fan, W Jiang
User modeling and user-adapted interaction 29 (2), 487-525, 2019
47*2019
Goal-based course recommendation
W Jiang, ZA Pardos, Q Wei
Proceedings of the 9th International Conference on Learning Analytics …, 2019
442019
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Articles 1–20