Fetching the paper…
Reading the bibliography…
An enduring issue in higher education is student retention to successful graduation.
Knowledge tracing: Modeling the acquisition of procedural knowledge
Corbett, A. T · 1994
Earlier work this paper cites.
Identifying barriers to help-seeking: a qualitative analysis of students’ preparedness to seek help from tutors
Grayson, A · 1998
Earlier work this paper cites.
Improving predictive inference under covariate shift by weighting the log-likelihood function
Shimodaira, H · 2000
Earlier work this paper cites.
Search in power-law networks
Adamic, L. A · 2001
Earlier work this paper cites.
Random forests
Breiman, L · 2001
Earlier work this paper cites.
Building a Workforce for the Information Economy
Council, N. R · 2001
Earlier work this paper cites.
Amazon.com recommendations: item-to-item collaborative filtering
Linden, G · 2003
Earlier work this paper cites.
Toward the next generation of recommender systems: A survey of the state-of-the-art and possible extensions
Adomavicius, G · 2005
Earlier work this paper cites.
Choosing to improve: Voices from colleges and universities with better graduation rates
Kevin Carey · 2005
Earlier work this paper cites.
An MDP-based recommender system
Shani, G · 2005
Earlier work this paper cites.
Research and practice of student retention: what next?
Tinto, V · 2006
Earlier work this paper cites.
Improving regularized singular value decomposition for collaborative filtering
Arkadiusz Paterek · 2007
Earlier work this paper cites.
The BellKor solution to the netflix prize
Bell, R. M · 2007
Earlier work this paper cites.
Restricted boltzmann machines for collaborative filtering
Salakhutdinov, R · 2007
Earlier work this paper cites.
Improving contextual models of guessing and slipping with a truncated training set
Baker, R. S · 2008
Earlier work this paper cites.
Toward automatic hint generation for logic proof tutoring using historical student data
Barnes, T · 2008
Cited alongside, same era.
Data mining in course management systems: Moodle case study and tutorial
Romero, C · 2008
Cited alongside, same era.
Embedding semantics in LDA topic models
Alsumait, L · 2010
Cited alongside, same era.
Learning attribute-to-feature mappings for cold-start recommendations
Gantner, Z · 2010
Cited alongside, same era.
Generalized probabilistic matrix factorizations for collaborative filtering
Shan, H · 2010
Cited alongside, same era.
A review of recent advances in learner and skill modeling in intelligent learning environments
Desmarais, M. C · 2011
Cited alongside, same era.
Using factorization machines for student modeling
Thai-Nghe, N · 2012
Later among the works it cites.
Comparison of Methods to Trace Multiple Subskills: Is LR-DBN Best?
Xu, Y · 2012
Later among the works it cites.
The Condition of Education 2013
Aud, S · 2013
Later among the works it cites.
Using a lexical analysis of student’s self-explanation to predict course performance
Rhodes, N · 2013
Later among the works it cites.
Predicting students’ final performance from participation in on-line discussion forums
Romero, C · 2013
Later among the works it cites.
Early alert of academically at-risk students: An open source analytics initiative
Jayaprakash, S. M · 2014
Later among the works it cites.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Advances in collaborative filtering
Koren, Y · 2011
Cited alongside, same era.
Recommendation systems with complex constraints: A course recommendation perspective
Parameswaran, A · 2011
Cited alongside, same era.
Scikit-learn: Machine learning in Python
Pedregosa, F · 2011
Cited alongside, same era.
Matrix and tensor factorization for predicting student performance
Thai-Nghe, N · 2011
Cited alongside, same era.
Multi-relational factorization models for predicting student performance
Thai-Nghe, N · 2011
Cited alongside, same era.
Using past-prediction accuracy in recommender systems
Huete, J. F · 2012
Cited alongside, same era.
Educational data mining: A survey and a data mining-based analysis of recent works
Peña-Ayala, A · 2014
Later among the works it cites.
Gmu facts 2014-2015 facts and figures
2014 · 2015
Later among the works it cites.
fastFM: A library for factorization machines
Bayer, I · 2015
Later among the works it cites.
Personalized multi-regression models for predicting students’ performance in course activities
Elbadrawy, A · 2015
Later among the works it cites.
A predictive model to evaluate student performance
Sorour, S. E · 2015
Later among the works it cites.
Next-term student grade prediction
Sweeney, M · 2015
Later among the works it cites.
A unified 5-dimensional framework for student models
Xu, Y · 2015
Later among the works it cites.
Personalized multi-relational matrix factorization model for predicting student performance
Nedungadi, P · 2016
Closest in time.