Clickstream for learning analytics to assess students’ behavior with Scratch

Review on teaching and learning of computational thinking through programming: What is next for K-12?

Sze Yee Lye, Joyce Hwee Ling Koh · Computers in Human Behavior · 2014 · 1.3K citations

Education, Instruction, Teaching +12

Learning analytics and educational data mining

George Siemens, Ryan S. Baker · 2012 · 969 citations

Education, Data Science, Educational Technology +8

Modeling Online Browsing and Path Analysis Using Clickstream Data

Alan L. Montgomery, Shibo Li, Kannan Srinivasan et al. · Marketing Science · 2004 · 565 citations

Business, Computer Science, Marketing +15

Modeling the Clickstream: Implications for Web-Based Advertising Efforts

Patrali Chatterjee, Donna L. Hoffman, Thomas P. Novak · Marketing Science · 2003 · 480 citations

Business, Marketing, Marketing Management +17

Evaluating the effectiveness of educational data mining techniques for early prediction of students' academic failure in introductory programming courses

Evandro Costa, Baldoíno Fonseca, Marcelo Almeida Santana et al. · Computers in Human Behavior · 2017 · 411 citations

Education, Computer Science, Educational Technology +15