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Existing approaches to active learning maximize the system performance by sampling unlabeled instances for annotation that yield the most efficient training. However, when active learning is integrated with an end-user application, this can…

计算与语言 · 计算机科学 2020-05-13 Ji-Ung Lee , Christian M. Meyer , Iryna Gurevych

Online learning is convenient for many learners; it gives them the possibility of learning without being restricted by attending a particular classroom at a specific time. While this exciting opportunity can let its users manage their life…

计算机与社会 · 计算机科学 2020-06-01 Zahra Derakhshandeh , Babak Esmaeili

It is well documented that students sometimes resist active learning techniques. A recent study showed how students believed that they learned less in active learning classrooms than they learned in lectures, even though they learned more.…

物理教育 · 物理学 2022-04-20 Eric Burkholder , Mason Sake , Jiamin Zhang

Surveys in mobile learning developed so far have analysed in a global way the effects on the usage of mobile devices by means of general apps or apps already developed. However, more and more teachers are developing their own apps to…

计算机与社会 · 计算机科学 2022-12-29 Antonio Ruiz-Martínez , Linda Castañeda , Jesualdo T. Fernández Breis

The use of new technologies in higher education has surprisingly emphasized students' tendency to adopt a passive behavior in class. Participation and interaction of students are essential to improve academic results. This paper describes…

The usage of mobile devices for mobile learning is becoming increasingly popular. There is a new brand of students in the universities now-a-days who are easily connected to technology and innovative mobile devices. We attempt to do an…

计算机与社会 · 计算机科学 2014-10-17 S. M. Jacob , B. Issac

As more and more face-to-face classes move to online environments, it becomes increasingly important to explore any emerging barriers to students' learning. This work focuses on characterizing student barriers to active learning in…

人机交互 · 计算机科学 2021-04-13 Reza Hadi Mogavi , Yankun Zhao , Ehsan Ul Haq , Pan Hui , Xiaojuan Ma

Active learning methods increase classification quality by means of user feedback. An important subcategory is active learning for outlier detection with one-class classifiers. While various methods in this category exist, selecting one for…

机器学习 · 计算机科学 2019-05-15 Holger Trittenbach , Adrian Englhardt , Klemens Böhm

We describe the evolution of a personal non-lecture active learning pedagogy developed in numerous courses at all university levels. A distinguishing feature is its tight integration of pre-class preparation, involving student…

历史与综述 · 数学 2020-01-01 David Pengelley

The flipped classroom model has been widely acknowledged as a practical pedagogical approach to enhancing student engagement and learning. However, it faces challenges such as improving student interaction with learning content and peers,…

物理教育 · 物理学 2024-09-20 Mehrasa Alizadeh

Active learning comprises many varied techniques that engage students actively in the construction of their understanding. Because of this variation, different active learning techniques may be best suited to achieving different learning…

综合经济学 · 经济学 2025-08-11 Sarah A. Jacobson , Luyao Zhang , Jiasheng Zhu

Introductory artificial intelligence (AI) courses present significant learning challenges due to abstract concepts, mathematical complexity, and students' diverse technical backgrounds. While active and collaborative pedagogies are often…

计算机与社会 · 计算机科学 2026-03-31 Jennifer M. Reddig , Scott Moon , Kaitlyn Crutcher , Christopher J. MacLellan

The field of e-learning has emerged as a topic of interest in academia due to the increased ease of accessing the Internet using using smart-phones and wireless devices. One of the challenges facing e-learning platforms is how to keep…

计算机与社会 · 计算机科学 2021-01-07 Abdallah Moubayed , MohammadNoor Injadat , Abdallah Shami , Hanan Lutfiyya

This study examines the impact of a remote laboratory experiment on Physics learning, using a case study approach. Societal advancements over the past century have spurred discussions regarding restructuring the current educational system,…

物理教育 · 物理学 2025-01-17 Carlos Antonio da Rocha , Matheus Santos Nogueira

Courses in electromagnetism and related technical subjects are often dominated by lecture-heavy instruction and complex mathematical concepts, which can make it difficult for students to stay engaged. This is particularly problematic in…

物理教育 · 物理学 2026-03-17 Ana S. Domenech , Antonio Alex-Amor

Active learning identifies data points to label that are expected to be the most useful in improving a supervised model. Opportunistic active learning incorporates active learning into interactive tasks that constrain possible queries…

计算与语言 · 计算机科学 2018-08-31 Aishwarya Padmakumar , Peter Stone , Raymond J. Mooney

Over the past several decades, a large body of research has shown that undergraduate science students learn more and more equitably in active learning classrooms; however, the term "active learning" lacks definition and little research has…

物理教育 · 物理学 2026-05-29 Olive Ross , Meagan Sundstrom , N. G. Holmes

In this survey we present different approaches that allow an intelligent agent to explore autonomous its environment to gather information and learn multiple tasks. Different communities proposed different solutions, that are in many cases,…

人工智能 · 计算机科学 2014-03-07 Manuel Lopes , Luis Montesano

Young people are increasingly exposed to adverse effects of data-driven profiling, recommending, and manipulation on social media platforms, most of them without adequate understanding of the mechanisms that drive these platforms. In the…

计算机与社会 · 计算机科学 2025-01-29 Henriikka Vartiainen , Nicolas Pope , Juho Kahila , Sonsoles López-Pernas , Matti Tedre

During the transition from high school to on-campus college life, a student leaves home and starts facing enormous life changes, including meeting new people, more responsibilities, being away from family, and academic challenges. These…

人机交互 · 计算机科学 2020-11-13 Yugyeong Kim , Sudip Vhaduri , Christian Poellabauer
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