Student performance prediction with short-term sequential campus behaviors

X Wang, X Yu, L Guo, F Liu, L Xu - Information, 2020 - mdpi.com
As students' behaviors are important factors that can reflect their learning styles and living
habits on campus, extracting useful features of them plays a helpful role in understanding …

[PDF][PDF] An Overview of Recent Developments in Intelligent e-Textbooks and Reading Analytics.

D Boulanger, V Kumar - iTextbooks@ AIED, 2019 - ceur-ws.org
This paper synthesizes recent developments in intelligent textbooks over the last five years
and identifies potential research areas of interest to the AIED community. It characterizes …

Using interactive e-book user log variables to track reading processes and predict digital learning outcomes

D Yang, E Zargar, AM Adams, SL Day… - Assessment for …, 2021 - journals.sagepub.com
Stealth assessment has been successfully embedded in educational games to measure
students' learning in an unobtrusive and supportive way. This study explored the possibility …

[PDF][PDF] Joint activity on learner performance prediction using the BookRoll dataset

B Flanagan, W Chen, H Ogata - International Conference on …, 2018 - researchgate.net
In this paper, we introduce the BookRoll dataset that was provided for analysis in the joint
activity on learning performance prediction in the Learning Analytics workshop at ICCE2018 …

How Is Socially Responsible Academic Performance Prediction Possible?: Insights From a Concept of Perceived AI Fairness

B Keller, M Lünich, F Marcinkowski - … and Governance for AI in Higher …, 2022 - igi-global.com
The availability of big data at universities enables the use of artificial intelligence (AI)
systems in almost all areas of the institution: from administration to research, to learning and …

A framework to foster analysis skill for self-directed activities in data-rich environment

Y Yang, R Majumdar, H Li, G Akçapinar… - Research and Practice …, 2021 - Springer
Self-direction skill is considered a vital skill for twenty-first-century learners in both the
learning context and physical activity context. Analysis skill for self-directed activities …

[PDF][PDF] Design, Implementation and Evaluation of a Learning Analytics Intervention Framework

K Alalawi - 2023 - nova.newcastle.edu.au
This chapter introduces the thesis by presenting background information on the increasing
importance of technology for enhancing educational outcomes. The significance of and …

[PDF][PDF] Wissen, wo das Wissen ist.

B Keller, M Lünich, F Marcinkowski - docserv.uni-duesseldorf.de
The availability of big data at universities enables the use of artificial intelligence (AI)
systems in almost all areas of the institution: from administration to research, to learning and …

[PDF][PDF] From Collecting, Integrating, and Visualizing Student Data to Predicting Student Dropout and Performance

A Askinadze - d-nb.info
Advancing digitization is leading to more and more data, making the storage, integration,
and processing of these large amounts of data (often referred to as big data) a challenge. As …

[PDF][PDF] Regression Modeling based on Rearing Climate Conditions for Animal Welfare Improvement

C Ogier - research.tue.nl
Animal well-being has become over the past few years a matter of interest for people, and
even if the health and happiness of our domestic animal is of natural concern, the well-being …