INTRODUCTION TO LEARNING ANALYTICS ADOPTION IN HIGHER EDUCATION INSTITUTIONS
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[1] B. Head,et al. Wicked Problems , 2015 .
[2] Hendrik Drachsler,et al. Translating Learning into Numbers: A Generic Framework for Learning Analytics , 2012, J. Educ. Technol. Soc..
[3] Rebecca Ferguson,et al. Learning analytics: drivers, developments and challenges , 2012 .
[4] Dragan Gasevic,et al. Learning analytics should not promote one size fits all: The effects of instructional conditions in predicting academic success , 2016, Internet High. Educ..
[5] Sebastián Ventura,et al. Educational Data Mining: A Review of the State of the Art , 2010, IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews).
[6] Marie Bienkowski,et al. Enhancing Teaching and Learning Through Educational Data Mining and Learning Analytics: An Issue Brief , 2012 .
[7] Martin Drlik,et al. Virtual Faculty Development Using Top-down Implementation Strategy and Adapted EES Model , 2011 .
[8] George Siemens,et al. Learning analytics and educational data mining: towards communication and collaboration , 2012, LAK.
[9] Hendrik Drachsler,et al. The pulse of learning analytics understandings and expectations from the stakeholders , 2012, LAK.
[10] Dragan Gasevic,et al. Learning analytics in higher education --- challenges and policies: a review of eight learning analytics policies , 2017, LAK.
[11] Leah P. Macfadyen,et al. Embracing Big Data in Complex Educational Systems: The Learning Analytics Imperative and the Policy Challenge. , 2014 .
[12] Ryan S. Baker,et al. The State of Educational Data Mining in 2009: A Review and Future Visions. , 2009, EDM 2009.
[13] Ján Skalka,et al. Knowledge discovery from university information systems for purposes of quality assurance implementation , 2013, 2013 IEEE Global Engineering Education Conference (EDUCON).
[14] I. Arroyo,et al. Bayesian networks and linear regression models of students’ goals, moods, and emotions , 2010 .
[15] Mykola Pechenizkiy,et al. Handbook of Educational Data Mining , 2010 .
[16] James E. Willis,et al. An Overview of Learning Analytics , 2017 .
[17] Alejandro Peña-Ayala. Review: Educational data mining: A survey and a data mining-based analysis of recent works , 2014 .