From pipelines to pathways in the study of academic progress

RF Kizilcec, RB Baker, E Bruch, KE Cortes… - Science, 2023 - science.org
Universities are engines for human capital development, producing the next generation of
scientists, artists, political leaders, and informed citizens. Yet the scientific study of higher …

Evaluating Sources of Course Information and Models of Representation on a Variety of Institutional Prediction Tasks.

W Jiang, ZA Pardos - International Educational Data Mining Society, 2020 - ERIC
Data mining of course enrollment and course description records has soared as institutions
of higher education begin tapping into the value of these data for academic and internal …

Pathways: Exploring academic interests with historical course enrollment records

Y Chen, A Fu, JJL Lee, IW Tomasik… - Proceedings of the Ninth …, 2022 - dl.acm.org
Students are encouraged to explore their interests during college to stimulate intellectual
growth and prepare for a dynamic labor market. However, interest exploration is entangled …

Educational Digital Twin: Tackling Complexity in Educational Big Data

L Huang, KE Willcox - 2024 IEEE International Conference on …, 2024 - ieeexplore.ieee.org
" Everything is bigger in Texas" and this includes the big data challenges of the state's
educational system. But just as big is the opportunity for digital twin technologies to improve …

Understanding student experience: a pathways model

C Edwards, M Gaved - Proceedings of the Seventh ACM Conference on …, 2020 - dl.acm.org
As universities increasingly teach at scale, new challenges are introduced and compounded
where students are offered greater choice. A key challenge is to maintain an understanding …

Developing a Course Enrollment Simulation Model to Improve College Graduation Outcomes

R Straney - 2024 - stars.library.ucf.edu
The process of enrolling and completing the courses needed to earn an undergraduate
degree involves complex interactions between individual students and institutional policies …

Scaling Up Access to the Hidden Curriculum: A Design Methodology for Creating Undergraduate Mentoring Guides

K Nakai, PJ Guo - Proceedings of the Ninth ACM Conference on …, 2022 - dl.acm.org
The hidden curriculum consists of the unwritten rules, unspoken norms, and field-specific
insider knowledge that are essential for student success but are not taught in classes …

[PDF][PDF] From pipelines to pathways in the study of academic progress

E Bruch, KE Cortes, LT Hamilton, DN Lang, ZA Pardos… - rene.kizilcec.com
SCIENCE science. org as the builders of physical cities create new structures and entire
neighborhoods to meet changes in consumer demand, university administrators may …

Automated Generation of Learning Paths at Scale

JZ Jia, G Kutluoglu, CB Do - … of the Seventh ACM Conference on …, 2020 - dl.acm.org
Content creation has long been regarded as one of the most challenging obstacles to
personalized learning. In recent years, however, online platforms have managed to mobilize …

[图书][B] Instrumenting and Supporting College Course-Selection Decision-Making Processes

S Chaturapruek - 2020 - search.proquest.com
Many US universities encourage undergraduates to consider a variety of academic options
before committing to a field of study. Through course-selection decision-making processes …