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相关论文: Unfolding the Network of Peer Grades: A Latent Var…

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Peer grading systems aggregate noisy reports from multiple students to approximate a true grade as closely as possible. Most current systems either take the mean or median of reported grades; others aim to estimate students' grading…

人工智能 · 计算机科学 2022-12-05 Hedayat Zarkoob , Greg d'Eon , Lena Podina , Kevin Leyton-Brown

Peer grading is the process of students reviewing each others' work, such as homework submissions, and has lately become a popular mechanism used in massive open online courses (MOOCs). Intrigued by this idea, we used it in a course on…

机器学习 · 计算机科学 2016-02-11 Mehdi S. M. Sajjadi , Morteza Alamgir , Ulrike von Luxburg

Iterative peer grading activities may keep students engaged during in-class project presentations. Effective methods for collecting and aggregating peer assessment data are essential. Students tend to grade projects favorably. So, while…

计算机科学与博弈论 · 计算机科学 2025-03-25 Lihi Dery

Peer grading systems make large courses more scalable, provide students with faster and more detailed feedback, and help students to learn by thinking critically about the work of others. A key obstacle to the broader adoption of peer…

计算机科学与博弈论 · 计算机科学 2021-03-10 Hedayat Zarkoob , Hu Fu , Kevin Leyton-Brown

In massive open online courses (MOOCs), peer grading serves as a critical tool for scaling the grading of complex, open-ended assignments to courses with tens or hundreds of thousands of students. But despite promising initial trials, it…

机器学习 · 计算机科学 2013-07-11 Chris Piech , Jonathan Huang , Zhenghao Chen , Chuong Do , Andrew Ng , Daphne Koller

Peer assessment systems are emerging in many social and multi-agent settings, such as peer grading in large (online) classes, peer review in conferences, peer art evaluation, etc. However, peer assessments might not be as accurate as expert…

计算机与社会 · 计算机科学 2021-11-09 Alireza A. Namanloo , Julie Thorpe , Amirali Salehi-Abari

Peer grading has emerged as a scalable solution for assessment in large and online classrooms, offering both logistical efficiency and pedagogical value. However, designing effective peer-grading systems remains challenging due to…

计算机与社会 · 计算机科学 2025-12-02 Uchswas Paul , Ananya Mantravadi , Jash Shah , Shail Shah , Sri Vaishnavi Mylavarapu , M Parvez Rashid , Edward Gehringer

MOOCs have the potential to revolutionize higher education with their wide outreach and accessibility, but they require instructors to come up with scalable alternates to traditional student evaluation. Peer grading -- having students…

机器学习 · 计算机科学 2014-04-15 Karthik Raman , Thorsten Joachims

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

Peer Assessment is a task of analysis and commenting on student's writing by peers, is core of all educational components both in campus and in MOOC's. However, with the sheer scale of MOOC's & its inherent personalised open ended learning,…

计算机与社会 · 计算机科学 2020-01-31 Manikandan Ravikiran

Peer assessment is a popular technique for a more fine-grained evaluation of individual students in group projects. Its effect on the evaluation is well studied. However, its effects on the learning abilities of students are often…

软件工程 · 计算机科学 2020-12-08 Wouter Groeneveld , Joost Vennekens , Kris Aerts

Researchers have focused on understanding how individual's behavior is influenced by the behaviors of their peers in observational studies of social networks. Identifying and estimating causal peer influence, however, is challenging due to…

应用统计 · 统计学 2024-06-18 Seungha Um , Tracy Sweet , Samrachana Adhikari

We investigate peer role model influence on successful graduation from Therapeutic Communities (TCs) for substance abuse and criminal behavior. We use data from 3 TCs that kept records of exchanges of affirmations among residents and their…

统计方法学 · 统计学 2024-06-11 Shanjukta Nath , Keith Warren , Subhadeep Paul

Peer assessment has established itself as a critical pedagogical tool in academic settings, offering students timely, high-quality feedback to enhance learning outcomes. However, the efficacy of this approach depends on two factors: (1) the…

计算机与社会 · 计算机科学 2025-08-26 Uchswas Paul , Shail Shah , Sri Vaishnavi Mylavarapu , M. Parvez Rashid , Edward Gehringer

The past decade has seen a growth in the development and deployment of educational technologies for assisting college-going students in choosing majors, selecting courses and acquiring feedback based on past academic performance. Grade…

机器学习 · 计算机科学 2018-01-18 Zhiyun Ren , Xia Ning , Huzefa Rangwala

Massive Open Online Courses (MOOCs) use peer assessment to grade open ended questions at scale, allowing students to provide feedback. Relative to teacher based grading, peer assessment on MOOCs traditionally delivers lower quality feedback…

计算机与社会 · 计算机科学 2021-01-01 Dilrukshi Gamage , Mark Whiting , Thejan Rajapakshe , Haritha Thilakarathne , Indika Perera , Shantha Fernando

Peer review is the primary means of quality control in academia; as an outcome of a peer review process, program and area chairs make acceptance decisions for each paper based on the review reports and scores they received. Quality of…

计算与语言 · 计算机科学 2022-05-30 Nils Dycke , Edwin Simpson , Ilia Kuznetsov , Iryna Gurevych

Peer grading systems work well only if users have incentives to grade truthfully. An example of non-truthful grading, that we observed in classrooms, consists in students assigning the maximum grade to all submissions. With a naive grading…

计算机科学与博弈论 · 计算机科学 2016-04-13 Luca de Alfaro , Michael Shavlovsky , Vassilis Polychronopoulos

The "free rider" problem has long plagued pedagogies based on collaborative learning. The most common solution to the free rider problem is peer evaluation. As well other existing methods of peer evaluation include self-evaluation --- and…

历史与综述 · 数学 2019-04-09 Fedor Duzhin

We investigate the potential of using ordinal peer grading for the evaluation of students in massive online open courses (MOOCs). According to such grading schemes, each student receives a few assignments (by other students) which she has…

人工智能 · 计算机科学 2014-11-18 Ioannis Caragiannis , George A. Krimpas , Alexandros A. Voudouris
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