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The quality of assessment determines the quality of learning, and is characterized by validity, reliability and difficulty. Mastery of learning is generally represented by the difficulty levels of assessment items. A very large number of…

计算机与社会 · 计算机科学 2022-06-10 Shilpi Banerjee , N. J. Rao

The present study aims at exploring predictors influencing mathematics performance. In particular, the research focuses on four subject components such as motivation, attitude towards mathematics, learning style, and teaching strategies.…

应用统计 · 统计学 2025-09-03 Marvin G. Pizon , Shiryl T. Ytoc

Data-driven decision making is serving and transforming education. We approached the problem of predicting students' performance by using multiple data sources which came from online courses, including one we created. Experimental results…

计算机与社会 · 计算机科学 2021-09-17 Mélina Verger , Hugo Jair Escalante

Feedback has a powerful influence on learning, but it is also expensive to provide. In large classes, it may even be impossible for instructors to provide individualized feedback. Peer assessment has received attention lately as a way of…

应用统计 · 统计学 2014-10-16 Dennis L. Sun , Naftali Harris , Guenther Walther , Michael Baiocchi

Predicting the performance of students early and as accurately as possible is one of the biggest challenges of educational institutions. Analyzing the performance of students early can help in finding the strengths and weakness of students…

计算机与社会 · 计算机科学 2021-12-03 Aaditya Bhusal

The increasing integration of AI tools in education has led prior research to explore their impact on learning processes. Nevertheless, most existing studies focus on higher education and conventional instructional contexts, leaving open…

人机交互 · 计算机科学 2025-12-25 Gaia Ebli , Bianca Raimondi , Maurizio Gabbrielli

This paper explores various socioeconomic factors that contribute to individual financial success using machine learning algorithms and approaches. Financial success, a critical aspect of all individual's well-being, is a complex concept…

机器学习 · 计算机科学 2024-07-09 Michael Zhou , Ramin Ramezani

While academic metrics such as transcripts and GPA are commonly used to evaluate students' knowledge acquisition, there is a lack of comprehensive metrics to measure their preparedness for the challenges of post-graduation life. This…

Advisor-advisee relationship is important in academic networks due to its universality and necessity. Despite the increasing desire to analyze the career of newcomers, however, the outcomes of different collaboration patterns between…

数字图书馆 · 计算机科学 2020-08-21 Jiaying Liu , Tao Tang , Xiangjie Kong , Amr Tolba , Zafer AL-Makhadmeh , Feng Xia

Evaluation of students' performance for the completion of courses has been a major problem for both students and faculties during the work-from-home period in this COVID pandemic situation. To this end, this paper presents an in-depth…

机器学习 · 计算机科学 2020-09-08 Vipul Bansal , Himanshu Buckchash , Balasubramanian Raman

This paper elaborates how to identify and evaluate causal factors to improve scientific impact. Currently, analyzing scientific impact can be beneficial to various academic activities including funding application, mentor recommendation,…

数字图书馆 · 计算机科学 2022-02-18 Xiangjie Kong , Jun Zhang , Da Zhang , Yi Bu , Ying Ding , Feng Xia

This brief note considers the problem of learning with dynamic-optimizing principal-agent setting, in which the agents are allowed to have global perspectives about the learning process, i.e., the ability to view things according to their…

机器学习 · 统计学 2026-01-12 Getachew K. Befekadu

Students express a wide range of preferences for learning environments. We are trying to measure the manifestation of learning styles in various learning environments. In particular, we are interested in performance in an environment that…

物理教育 · 物理学 2007-05-23 Stacey M. Davis , Scott V. Franklin

We study the effects of academic rank using data on the entire population of children enrolled in primary schools in Aberdeen, Scotland, in 1962. Exploiting quasi-random variation in peer group composition, we estimate the causal impact of…

综合经济学 · 经济学 2025-10-15 Emilia Del Bono , Angus Holford , Tommaso Sartori

The article focuses on the differences in mathematics performance between girls and boys visible from the first four months of compulsory schooling in the French education system. The influence of gender stereotypes in the evaluation…

历史与综述 · 数学 2026-01-21 Chloé Brismontier

The use of the internet, and in particular web browsing, offers many potential advantages for educational institutions as students have access to a wide range of information previously not available. However, there are potential negative…

社会与信息网络 · 计算机科学 2011-10-31 Scott Hazelhurst , Yestin Johnson , Ian Sanders

This study examines the impact of an AI instructional agent on students' perceived learner control and academic performance in a medium demanding course with lecturing as the main teaching strategy. Based on a randomized controlled trial,…

计算机与社会 · 计算机科学 2025-05-29 Fei Qin , Zhanxin Hao , Jifan Yu , Zhiyuan Liu , Yu Zhang

Graduation and dropout rates have always been a serious consideration for educational institutions and students. High dropout rates negatively impact both the lives of individual students and institutions. To address this problem, this…

机器学习 · 计算机科学 2023-10-18 Sean Kim , Eliot Yoo , Samuel Kim

How to take multiple factors into account when evaluating a Game with a Purpose? How is player behaviour or participation influenced by different incentives? How does player engagement impact their accuracy in solving tasks? In this paper,…

人机交互 · 计算机科学 2018-11-21 Gloria Re Calegari , Irene Celino

This research is comparing learning environments to students dropout intentions. While using statistics I looked at data and the correlations between two articles to see how the two studies looked side to side. Learning environments and…

计算机与社会 · 计算机科学 2021-06-01 Edward Simmons