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Most education and workplace learning takes place in classroom contexts far removed from laboratories or field sites with special arrangements for scientific research. But digital online resources provide a novel opportunity for large scale…

计算机与社会 · 计算机科学 2015-02-17 Joseph Jay Williams , Juho Kim , Brian C. Keegan

Since its introduction in 2011, there have been over 4000 MOOCs on various subjects on the Web, serving over 35 million learners. MOOCs have shown the ability to democratize knowledge dissemination and bring the best education in the world…

计算机与社会 · 计算机科学 2021-01-13 Shang-Wen Li

Massive Open Online Courses (MOOCs) offer a new scalable paradigm for e-learning by providing students with global exposure and opportunities for connecting and interacting with millions of people all around the world. Very often, students…

社会与信息网络 · 计算机科学 2014-07-29 Tanmay Sinha

Online teaching has become a new reality due to the COVID-19 pandemic raising a lot of questions about its learning outcomes. Recent studies have shown that peer communication positively affects learning outcomes of online teaching.…

计算机与社会 · 计算机科学 2022-04-12 Natalya Kozhevnikova

Massive Open Online Courses (MOOCs) continue to see increasing enrolment, but only a small percent of enrolees completes the MOOCs. Whilst a lot of research has focused on predicting completion, there is little research analysing the…

计算机与社会 · 计算机科学 2020-08-12 Lei Shi , Alexandra I. Cristea , Armando M. Toda , Wilk Oliveira

We present Breakout, a group interaction platform for online courses that enables the creation and measurement of face-to-face peer learning groups in online settings. Breakout is designed to help students easily engage in synchronous,…

人机交互 · 计算机科学 2016-07-07 Dan Calacci , Oren Lederman , David Shrier , Alex 'Sandy' Pentland

Massive Open Online Courses (MOOCs) bring together a global crowd of thousands of learners for several weeks or months. In theory, the openness and scale of MOOCs can promote iterative dialogue that facilitates group cognition and knowledge…

物理与社会 · 物理学 2023-01-05 Nabeel Gillani , Taha Yasseri , Rebecca Eynon , Isis Hjorth

Massive Open Online Courses (MOOCs) exhibit a remarkable heterogeneity of students. The advent of complex "big data" from MOOC platforms is a challenging yet rewarding opportunity to deeply understand how students are engaged in MOOCs. Past…

人机交互 · 计算机科学 2020-08-14 Lei Shi , Alexandra I. Cristea , Armando M. Toda , Wilk Oliveira

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

Understanding how educators interact and form peer networks in online professional development contexts has become increasingly important as MOOCs for educators (MOOC-Eds) proliferate. This study examines peer discussion network formation…

应用统计 · 统计学 2026-01-06 Shuhan Ai

Many early career educators, such as teaching assistants (TAs) in college courses, as well as pre-college educators, need help both with content and pedagogical knowledge to effectively help their students learn. One pedagogical approach…

物理教育 · 物理学 2025-10-17 Apekshya Ghimire , Chandralekha Singh

This paper presents a novel approach to understand specific student behavior in MOOCs. Instructors currently perceive participants only as one homogeneous group. In order to improve learning outcomes, they encourage students to get active…

人机交互 · 计算机科学 2018-09-25 Ralf Teusner , Kai-Adrian Rollmann , Jan Renz

The Web has enabled one of the most visible recent developments in education---the deployment of massive open online courses. With their global reach and often staggering enrollments, MOOCs have the potential to become a major new mechanism…

社会与信息网络 · 计算机科学 2014-03-17 Ashton Anderson , Daniel Huttenlocher , Jon Kleinberg , Jure Leskovec

Massive open online courses (MOOC) describe platforms where users with completely different backgrounds subscribe to various courses on offer. MOOC forums and discussion boards offer learners a medium to communicate with each other and…

信息检索 · 计算机科学 2017-07-04 Sankalp Prabhakar , Gerasimos Spanakis , Osmar Zaiane

Collaborative learning environments such as programming labs are crucial for learning experiential hands-on skills such as critical thinking and problem solving, and peer discussion. In a traditional laboratory setting, many of these skills…

计算机与社会 · 计算机科学 2021-11-12 Tahiya Chowdhury

Blended courses have become the norm in post-secondary education. Universities use large-scale learning management systems to manage class content. Instructors deliver readings, lectures, and office hours online; students use intelligent…

计算机与社会 · 计算机科学 2017-10-12 Niki Gitinabard , Collin F. Lynch , Sarah Heckman , Tiffany Barnes

An exploratory study on social interactions of MOOC students in FutureLearn was conducted, to answer "how can we cluster students based on their social interactions?" Comments were categorized based on how students interacted with them,…

人机交互 · 计算机科学 2020-08-11 Lei Shi , Alexandra Cristea , Ahmad Alamri , Armando M. Toda , Wilk Oliveira

Massive Open Online Courses (MOOCs) bring together thousands of people from different geographies and demographic backgrounds -- but to date, little is known about how they learn or communicate. We introduce a new content-analysed MOOC…

计算机与社会 · 计算机科学 2014-04-17 Nabeel Gillani , Rebecca Eynon , Michael Osborne , Isis Hjorth , Stephen Roberts

The increasing availability of learning activity data in Massive Open Online Courses (MOOCs) enables us to conduct a large-scale analysis of learners' learning behavior. In this paper, we analyze a dataset of 351 million learning activities…

信息检索 · 计算机科学 2024-08-07 Xin Zhou , Aixin Sun , Jie Zhang , Donghui Lin

An earlier study of a collaborative chat intervention in a Massive Open Online Course (MOOC) identified negative effects on attrition stemming from a requirement for students to be matched with exactly one partner prior to beginning the…

计算机与社会 · 计算机科学 2021-07-02 Gaurav Singh Tomar , Sreecharan Sankaranarayanan , Xu Wang , Carolyn Penstein Rosé
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