-
1
-
-
44949274046
-
The theory of planned behavior
-
Ajzen, I. (1991). The theory of planned behavior. Org Behav Hum Dec, 50(2), 179-211.
-
(1991)
Org Behav Hum Dec
, vol.50
, Issue.2
, pp. 179-211
-
-
Ajzen, I.1
-
2
-
-
84908216003
-
Engaging with massive online courses
-
Anderson, A., Huttenlocher, D., Kleinberg, J., & Leskovec, J. (2014). Engaging with massive online courses. In Proc 23rd Intern'l Conf on World Wide Web, 687-698.
-
(2014)
Proc 23rd Intern'l Conf on World Wide Web
, pp. 687-698
-
-
Anderson, A.1
Huttenlocher, D.2
Kleinberg, J.3
Leskovec, J.4
-
3
-
-
84897550363
-
A practical algorithm for topic modeling with provable guarantees
-
Arora, S., Ge, R., Halpern, Y., Mimno, D., Moitra, A., Sontag, D., Wu, Y. & Zhu, M. (2013). A Practical Algorithm for Topic Modeling with Provable Guarantees. In Proc 30th Inter'l Conf Machine Learning, 280-288.
-
(2013)
Proc 30th Inter'l Conf Machine Learning
, pp. 280-288
-
-
Arora, S.1
Ge, R.2
Halpern, Y.3
Mimno, D.4
Moitra, A.5
Sontag, D.6
Wu, Y.7
Zhu, M.8
-
4
-
-
85016462509
-
An avalanche is coming
-
Barber, M., Donnelly, K., Rizvi, S., & Summers, L. (2013). An avalanche is coming. Higher Education and the revolution ahead, 73.
-
(2013)
Higher Education and the Revolution Ahead
, pp. 73
-
-
Barber, M.1
Donnelly, K.2
Rizvi, S.3
Summers, L.4
-
5
-
-
0001677717
-
Controlling the false discovery rate: A practical and powerful approach to multiple testing
-
Benjamini, Y., & Hochberg, Y. (1995). Controlling the false discovery rate: a practical and powerful approach to multiple testing. J Royal Stat Soc B Met, 289-300.
-
(1995)
J Royal Stat Soc B Met
, pp. 289-300
-
-
Benjamini, Y.1
Hochberg, Y.2
-
6
-
-
84901459349
-
(Dis) organization and Success in an Economics MOOC
-
Banerjee, A. V., & Duflo, E. (2014). (Dis) organization and Success in an Economics MOOC. Am Econ Rev, 104(5), 514-518.
-
(2014)
Am Econ Rev
, vol.104
, Issue.5
, pp. 514-518
-
-
Banerjee, A.V.1
Duflo, E.2
-
7
-
-
0141607824
-
Latent dirichlet allocation
-
Blei, D. M., Ng, A. Y., & Jordan, M. I. (2003). Latent dirichlet allocation. The J Machine Learning Res, 3, 993-1022.
-
(2003)
The J Machine Learning Res
, vol.3
, pp. 993-1022
-
-
Blei, D.M.1
Ng, A.Y.2
Jordan, M.I.3
-
9
-
-
44049105116
-
Intelligent web-based learning system with personalized learning path guidance
-
Chen, C. M. (2008). Intelligent web-based learning system with personalized learning path guidance. Computers & Education, 51(2), 787-814.
-
(2008)
Computers & Education
, vol.51
, Issue.2
, pp. 787-814
-
-
Chen, C.M.1
-
11
-
-
61649113461
-
Development and validation of the Short Grit Scale (GRIT-S)
-
Duckworth, A. L., & Quinn, P. D. (2009). Development and validation of the Short Grit Scale (GRIT-S). J Personality Assess, 91(2), 166-174.
-
(2009)
J Personality Assess
, vol.91
, Issue.2
, pp. 166-174
-
-
Duckworth, A.L.1
Quinn, P.D.2
-
12
-
-
33646204004
-
Implementation intentions and goal achievement: A meta-analysis of effects and processes
-
Gollwitzer, P. M., & Sheeran, P. (2006). Implementation intentions and goal achievement: A meta-analysis of effects and processes. Adv Exp Soc Psychol, 38, 69-119.
-
(2006)
Adv Exp Soc Psychol
, vol.38
, pp. 69-119
-
-
Gollwitzer, P.M.1
Sheeran, P.2
-
13
-
-
84880655688
-
Text as data: The promise and pitfalls of automatic content analysis methods for political texts
-
Grimmer, J., & Stewart, B. M. (2013). Text as Data: The Promise and Pitfalls of Automatic Content Analysis Methods for Political Texts. Polit Anal, 21(3), 298-313.
-
(2013)
Polit Anal
, vol.21
, Issue.3
, pp. 298-313
-
-
Grimmer, J.1
Stewart, B.M.2
-
14
-
-
84897102181
-
Testing for heterogeneous treatment effects in experimental data: False discovery risks and correction procedures
-
Fink, G., McConnell, M., & Vollmer, S. (2014). Testing for heterogeneous treatment effects in experimental data: false discovery risks and correction procedures. J Dev Effectiveness, 6(1), 44-57.
-
(2014)
J Dev Effectiveness
, vol.6
, Issue.1
, pp. 44-57
-
-
Fink, G.1
McConnell, M.2
Vollmer, S.3
-
15
-
-
77950537175
-
Regularization paths for generalized linear models via coordinate descent
-
Friedman, J., Hastie, T., & Tibshirani, R. (2010). Regularization paths for generalized linear models via coordinate descent. J Stat software, 33(1), 1.
-
(2010)
J Stat Software
, vol.33
, Issue.1
, pp. 1
-
-
Friedman, J.1
Hastie, T.2
Tibshirani, R.3
-
16
-
-
84958161217
-
-
Ho, A. D., Chuang, I., Reich, J., Coleman, C. A., Whitehill, J., Northcutt, C. G.,... & Petersen, R. (2015). HarvardX and MITx: Two Years of Open Online Courses Fall 2012-Summer 2014.
-
(2015)
HarvardX and MITx: Two Years of Open Online Courses Fall 2012-summer 2014
-
-
Ho, A.D.1
Chuang, I.2
Reich, J.3
Coleman, C.A.4
Whitehill, J.5
Northcutt, C.G.6
Petersen, R.7
-
18
-
-
0002645271
-
Generalized plan recognition
-
Kautz, H. A., & Allen, J. F. (1986). Generalized Plan Recognition. AAAI 86(3237), 5.
-
(1986)
AAAI
, vol.86
, Issue.3237
, pp. 5
-
-
Kautz, H.A.1
Allen, J.F.2
-
19
-
-
84876482789
-
Deconstructing disengagement: Analyzing learner subpopulations in massive open online courses
-
Kizilcec, R. F., Piech, C., & Schneider, E. (2013). Deconstructing disengagement: analyzing learner subpopulations in massive open online courses. In Proc 3rd Inter'l Conf on Learning Analytics and Knowledge, 170-179.
-
(2013)
Proc 3rd Inter'l Conf on Learning Analytics and Knowledge
, pp. 170-179
-
-
Kizilcec, R.F.1
Piech, C.2
Schneider, E.3
-
20
-
-
84925293853
-
Encouraging forum participation in online courses with collectivist, individualist and neutral motivational framings
-
Kizilcec, R. F., Schneider, E., Cohen, G. L., & McFarland, D. A. (2014). Encouraging forum participation in online courses with collectivist, individualist and neutral motivational framings. Experiences and best practices in and around MOOCs, 17.
-
(2014)
Experiences and Best Practices in and Around MOOCs
, pp. 17
-
-
Kizilcec, R.F.1
Schneider, E.2
Cohen, G.L.3
McFarland, D.A.4
-
22
-
-
84925295725
-
Motivation as a lens to understand online learners: Toward data-driven design with the OLEI scale
-
Kizilcec, R. F., & Schneider, E. (2015). Motivation as a lens to understand online learners: Toward data-driven design with the OLEI scale. ACM Transactions on Computer-Human Interaction, 22(2), 6.
-
(2015)
ACM Transactions on Computer-human Interaction
, vol.22
, Issue.2
, pp. 6
-
-
Kizilcec, R.F.1
Schneider, E.2
-
23
-
-
84970028909
-
Recommending self-regulated learning strategies does not improve performance in a MOOC
-
April
-
Kizilcec, R. F., Pérez-Sanagustín, M., & Maldonado, J. J. (2016, April). Recommending Self-Regulated Learning Strategies Does Not Improve Performance in a MOOC. In Proc 3rd ACM Conf on Learning@ Scale, 101-104.
-
(2016)
Proc 3rd ACM Conf on Learning@ Scale
, pp. 101-104
-
-
Kizilcec, R.F.1
Pérez-Sanagustín, M.2
Maldonado, J.J.3
-
24
-
-
84952946661
-
Predicting MOOC dropout over weeks using machine learning methods
-
Kloft, M., Stiehler, F., Zheng, Z., & Pinkwart, N. (2014). Predicting MOOC dropout over weeks using machine learning methods. Empirical Methods on Natural Language Processing, 60.
-
(2014)
Empirical Methods on Natural Language Processing
, pp. 60
-
-
Kloft, M.1
Stiehler, F.2
Zheng, Z.3
Pinkwart, N.4
-
25
-
-
33744515533
-
Self-predictions overweight strength of current intentions
-
Koehler, D. J., & Poon, C. S. (2006). Self-predictions overweight strength of current intentions. J Exp Soc Psychol, 42(4), 517-524.
-
(2006)
J Exp Soc Psychol
, vol.42
, Issue.4
, pp. 517-524
-
-
Koehler, D.J.1
Poon, C.S.2
-
26
-
-
84885367797
-
Death knell for the lecture: Technology as a passport to personalized education
-
Dec. 5
-
Koller, D. (2011). Death knell for the lecture: Technology as a passport to personalized education. New York Times, Dec. 5, 5.
-
(2011)
New York Times
, pp. 5
-
-
Koller, D.1
-
27
-
-
84890847423
-
Retention and intention in massive open online courses
-
depth
-
Koller, D., Ng, A., Do, C., & Chen, Z. (2013). Retention and intention in massive open online courses: In depth. Educause Rev, 48(3), 62-63.
-
(2013)
Educause Rev
, vol.48
, Issue.3
, pp. 62-63
-
-
Koller, D.1
Ng, A.2
Do, C.3
Chen, Z.4
-
28
-
-
10644274189
-
If you don't want to be late, enumerate: Unpacking reduces the planning fallacy
-
Kruger, J., & Evans, M. (2004). If you don't want to be late, enumerate: Unpacking reduces the planning fallacy. J Exp Soc Psychol, 40(5), 586-598.
-
(2004)
J Exp Soc Psychol
, vol.40
, Issue.5
, pp. 586-598
-
-
Kruger, J.1
Evans, M.2
-
29
-
-
79960580369
-
Using implementation intentions prompts to enhance influenza vaccination rates
-
Milkman, K. L., Beshears, J., Choi, J. J., Laibson, D., & Madrian, B. C. (2011). Using implementation intentions prompts to enhance influenza vaccination rates. Proc Natl Acad Sci USA, 108(26), 10415-10420.
-
(2011)
Proc Natl Acad Sci USA
, vol.108
, Issue.26
, pp. 10415-10420
-
-
Milkman, K.L.1
Beshears, J.2
Choi, J.J.3
Laibson, D.4
Madrian, B.C.5
-
30
-
-
84871940347
-
Planning prompts as a means of increasing preventive screening rates
-
Milkman, K. L., Beshears, J., J. J. Choi, D. Laibson, and B. C. Madrian (2013). Planning prompts as a means of increasing preventive screening rates. Prev Med, 56, 92-93.
-
(2013)
Prev Med
, vol.56
, pp. 92-93
-
-
Milkman, K.L.1
Beshears, J.2
Choi, J.J.3
Laibson, D.4
Madrian, B.C.5
-
31
-
-
77951285464
-
Do you have a voting plan? Implementation intentions, voter turnout, and organic plan making
-
Nickerson, D. W. & Rogers, T. (2010). Do you have a voting plan? Implementation intentions, voter turnout, and organic plan making. Psychol Sci, 21(2), 194-199.
-
(2010)
Psychol Sci
, vol.21
, Issue.2
, pp. 194-199
-
-
Nickerson, D.W.1
Rogers, T.2
-
32
-
-
84886587895
-
Computational text analysis for social science: Model assumptions and complexity
-
O'Connor, B., Bamman, D., & Smith, N. A. (2011). Computational text analysis for social science: Model assumptions and complexity. Public Health, 41(42), 43-50.
-
(2011)
Public Health
, vol.41
, Issue.42
, pp. 43-50
-
-
O'Connor, B.1
Bamman, D.2
Smith, N.A.3
-
33
-
-
0038957677
-
Doing it Now or Later
-
O'Donoghue, T. & Rabin, M. (1999). Doing it Now or Later. Am Econ Rev, 89(1), 103-124.
-
(1999)
Am Econ Rev
, vol.89
, Issue.1
, pp. 103-124
-
-
O'Donoghue, T.1
Rabin, M.2
-
34
-
-
77954394307
-
-
Austin, TX: liwc. net
-
Pennebaker, J. W., Booth, R. J., & Francis, M. E. (2007). Linguistic inquiry and word count: LIWC [Computer software]. Austin, TX: liwc. net.
-
(2007)
Linguistic Inquiry and Word Count: LIWC [Computer software]
-
-
Pennebaker, J.W.1
Booth, R.J.2
Francis, M.E.3
-
35
-
-
84919599185
-
Moving through MOOCs understanding the progression of users in Massive Open Online Courses
-
Perna, L. W., Ruby, A., Boruch, R. F., Wang, N., Scull, J., Ahmad, S., & Evans, C. (2014). Moving through MOOCs understanding the progression of users in Massive Open Online Courses. Educ Res, 0013189X14562423.
-
(2014)
Educ Res
-
-
Perna, L.W.1
Ruby, A.2
Boruch, R.F.3
Wang, N.4
Scull, J.5
Ahmad, S.6
Evans, C.7
-
36
-
-
84901652748
-
On the psychology of self-prediction: Consideration of situational barriers to intended actions
-
Poon, C. S., Koehler, D. J., & Buehler, R. (2014). On the psychology of self-prediction: Consideration of situational barriers to intended actions. Judgm Decis Making, 9(3), 207.
-
(2014)
Judgm Decis Making
, vol.9
, Issue.3
, pp. 207
-
-
Poon, C.S.1
Koehler, D.J.2
Buehler, R.3
-
37
-
-
84928008990
-
MOOC completion and retention in the context of student intent
-
Reich, J. (2014). MOOC completion and retention in the context of student intent. EDUCAUSE Review Online.
-
(2014)
EDUCAUSE Review Online
-
-
Reich, J.1
-
38
-
-
84907983886
-
Structural topic models for open-ended survey responses
-
Roberts, M. E., Stewart, B. M., Tingley, D., Lucas, C., Ledeř Luis, J., Gadarian, S. K., Albertson, B. & Rand, D. G. (2014). Structural Topic Models for Open-Ended Survey Responses. Am J Polit Sci, 58(4), 1064-1082.
-
(2014)
Am J Polit Sci
, vol.58
, Issue.4
, pp. 1064-1082
-
-
Roberts, M.E.1
Stewart, B.M.2
Tingley, D.3
Lucas, C.4
Luis, L.J.5
Gadarian, S.K.6
Albertson, B.7
Rand, D.G.8
-
39
-
-
85027069080
-
Making the best-laid plans better: How plan making increases follow-through
-
Press
-
Rogers, T., Milkman, K., John, L., & Norton, M. I. (2016). Making the best-laid plans better: how plan making increases follow-through. Behav Sci & Pol, In Press.
-
(2016)
Behav Sci & Pol
-
-
Rogers, T.1
Milkman, K.2
John, L.3
Norton, M.I.4
-
40
-
-
0033091828
-
The seven sins of memory: Insights from psychology and cognitive neuroscience
-
Schacter, D. L. (1999). The seven sins of memory: Insights from psychology and cognitive neuroscience. Am Psychol, 54, 182-203.
-
(1999)
Am Psychol
, vol.54
, pp. 182-203
-
-
Schacter, D.L.1
-
41
-
-
0000775795
-
The defining characteristics of intelligent tutoring systems research: ITSs care, precisely
-
Self, J. (1998). The defining characteristics of intelligent tutoring systems research: ITSs care, precisely. Inter'l J Artif Intell in Educ, 10, 350-364.
-
(1998)
Inter'l J Artif Intell in Educ
, vol.10
, pp. 350-364
-
-
Self, J.1
-
43
-
-
11144323174
-
The interplay between goal intentions and implementation intentions
-
Sheeran, P., Webb, T. L., & Gollwitzer, P. M. (2005). The interplay between goal intentions and implementation intentions. Pers Soc Psych B, 31(1), 87-98.
-
(2005)
Pers Soc Psych B
, vol.31
, Issue.1
, pp. 87-98
-
-
Sheeran, P.1
Webb, T.L.2
Gollwitzer, P.M.3
-
44
-
-
84957586151
-
Concreteness and psychological distance in natural language use
-
Snefjella, B., & Kuperman, V. (2015). Concreteness and psychological distance in natural language use. Psychol Sci, 26(9), 1449-1460.
-
(2015)
Psychol Sci
, vol.26
, Issue.9
, pp. 1449-1460
-
-
Snefjella, B.1
Kuperman, V.2
-
45
-
-
0000629975
-
Cross-validatory choice and assessment of statistical predictions
-
Stone, M. (1974). Cross-validatory choice and assessment of statistical predictions. J Royal Stat Soc B Met, 111-147.
-
(1974)
J Royal Stat Soc B Met
, pp. 111-147
-
-
Stone, M.1
-
49
-
-
85194972808
-
Regression shrinkage and selection via the lasso
-
Tibshirani, R. (1996). Regression shrinkage and selection via the lasso. J Royal Stat Soc B Met, 267-288.
-
(1996)
J Royal Stat Soc B Met
, pp. 267-288
-
-
Tibshirani, R.1
-
50
-
-
84899690676
-
Do professors matter?: Using an a/b test to evaluate the impact of instructor involvement on MOOC student outcomes
-
March
-
Tomkin, J. H., & Charlevoix, D. (2014, March). Do professors matter?: Using an a/b test to evaluate the impact of instructor involvement on MOOC student outcomes. In Proc 1st ACM Conf Learning@Scale, s71-78
-
(2014)
Proc 1st ACM Conf Learning@Scale
, pp. s71-s78
-
-
Tomkin, J.H.1
Charlevoix, D.2
-
51
-
-
33644860703
-
Bias in error estimation when using cross-validation for model selection
-
Varma, S., & Simon, R. (2006). Bias in error estimation when using cross-validation for model selection. BMC Bioinformatics, 7(1), 91.
-
(2006)
BMC Bioinformatics
, vol.7
, Issue.1
, pp. 91
-
-
Varma, S.1
Simon, R.2
-
52
-
-
84925319897
-
Sentiment analysis in MOOC discussion forums: What does it tell us?
-
Wen, M., Yang, D., & Rose, C. (2014). Sentiment Analysis in MOOC Discussion Forums: What does it tell us? In Proc 7th Intl Conf Educ Data Mining, 130-137
-
(2014)
Proc 7th Intl Conf Educ Data Mining
, pp. 130-137
-
-
Wen, M.1
Yang, D.2
Rose, C.3
-
53
-
-
84976471609
-
Beyond prediction: First steps towards automatic intervention in MOOC student stopout
-
Whitehill, J., Williams, J. J., Lopez, G., Coleman, C. A., & Reich, J. (2015). Beyond prediction: First steps towards automatic intervention in MOOC student stopout. Proc 8th Intl Conf Educ Data Mining, 171-179.
-
(2015)
Proc 8th Intl Conf Educ Data Mining
, pp. 171-179
-
-
Whitehill, J.1
Williams, J.J.2
Lopez, G.3
Coleman, C.A.4
Reich, J.5
-
54
-
-
84928012763
-
Exploring the effect of confusion in discussion forums of massive open online courses
-
March
-
Yang, D., Wen, M., Howley, I., Kraut, R., & Rose, C. (2015, March). Exploring the effect of confusion in discussion forums of massive open online courses. In Proc 2nd ACM Conference on Learning@Scale, 121-130.
-
(2015)
Proc 2nd ACM Conference on Learning@Scale
, pp. 121-130
-
-
Yang, D.1
Wen, M.2
Howley, I.3
Kraut, R.4
Rose, C.5
|