Ryan Baker
TitleCited byYear
The state of educational data mining in 2009: A review and future visions
RSJD Baker, K Yacef
JEDM| Journal of Educational Data Mining 1 (1), 3-17, 2009
13792009
Learning analytics and educational data mining: towards communication and collaboration
G Siemens, RSJ d Baker
Proceedings of the 2nd international conference on learning analytics and …, 2012
7202012
Better to be frustrated than bored: The incidence, persistence, and impact of learners’ cognitive–affective states during interactions with three different computer-based …
RSJ Baker, SK D'Mello, MMT Rodrigo, AC Graesser
International Journal of Human-Computer Studies 68 (4), 223-241, 2010
6562010
Educational data mining and learning analytics
RS Baker, PS Inventado
Learning analytics, 61-75, 2014
5782014
Data mining for education
R Baker
International encyclopedia of education 7 (3), 112-118, 2010
5292010
Off-task behavior in the cognitive tutor classroom: when students game the system
RS Baker, AT Corbett, KR Koedinger, AZ Wagner
Proceedings of the SIGCHI conference on Human factors in computing systems …, 2004
4992004
Handbook of educational data mining
C Romero, S Ventura, M Pechenizkiy, RSJ Baker
CRC press, 2010
3882010
Detecting student misuse of intelligent tutoring systems
RS Baker, AT Corbett, KR Koedinger
International conference on intelligent tutoring systems, 531-540, 2004
3842004
A data repository for the EDM community: The PSLC DataShop
KR Koedinger, RSJ Baker, K Cunningham, A Skogsholm, B Leber, ...
Handbook of educational data mining 43, 43-56, 2010
3792010
A review of recent advances in learner and skill modeling in intelligent learning environments
MC Desmarais, RS Baker
User Modeling and User-Adapted Interaction 22 (1-2), 9-38, 2012
3452012
More accurate student modeling through contextual estimation of slip and guess probabilities in bayesian knowledge tracing
RSJ d Baker, AT Corbett, V Aleven
International conference on intelligent tutoring systems, 406-415, 2008
3102008
Adapting to when students game an intelligent tutoring system
RSJ d Baker, AT Corbett, KR Koedinger, S Evenson, I Roll, AZ Wagner, ...
International Conference on Intelligent Tutoring Systems, 392-401, 2006
2652006
Open Learning Analytics: an integrated & modularized platform
G Siemens, D Gasevic, C Haythornthwaite, S Dawson, SB Shum, ...
Open University Press, 2011
2522011
Why students engage in “gaming the system” behavior in interactive learning environments
R Baker, J Walonoski, N Heffernan, I Roll, A Corbett, K Koedinger
Journal of Interactive Learning Research 19 (2), 185-224, 2008
2352008
Modeling and understanding students' off-task behavior in intelligent tutoring systems
RSJ Baker
Proceedings of the SIGCHI conference on Human factors in computing systems …, 2007
2232007
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
207*2013
Developing a generalizable detector of when students game the system
RSJ d Baker, AT Corbett, I Roll, KR Koedinger
User Modeling and User-Adapted Interaction 18 (3), 287-314, 2008
1962008
Content or platform: Why do students complete MOOCs
Y Wang, R Baker
MERLOT Journal of Online Learning and Teaching 11 (1), 17-30, 2015
1502015
Mineração de Dados Educacionais: Oportunidades para o Brasil
RSJ de Baker, S Isotani, AMJB de Carvalho
147*
Educational data mining and learning analytics: Applications to constructionist research
M Berland, RS Baker, P Blikstein
Technology, Knowledge and Learning 19 (1-2), 205-220, 2014
1412014
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Articles 1–20