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This article reflects on the first eight months of existence of the Scratch Online Community by discussing the design rationale and learning theories underlying Scratch and its website.

Computers and Society · Computer Science 2015-07-07 Andrés Monroy-Hernández , Mitchel Resnick

In this paper, we present Scratch Community Blocks, a new system that enables children to programmatically access, analyze, and visualize data about their participation in Scratch, an online community for learning computer programming. At…

Human-Computer Interaction · Computer Science 2017-02-03 Sayamindu Dasgupta , Benjamin Mako Hill

Although socializing is a powerful driver of youth engagement online, platforms struggle to leverage engagement to promote learning. We seek to understand this dynamic using a multi-stage analysis of over 14,000 comments on Scratch, an…

Computers and Society · Computer Science 2026-02-04 Samantha Shorey , Benjamin Mako Hill , Samuel C. Woolley

Theorists and advocates of "remixing" have suggested that appropriation can act as a pathway for learning. We test this theory quantitatively using data from more than 2.4 million multimedia programming projects shared by more than 1…

Computers and Society · Computer Science 2021-08-02 Sayamindu Dasgupta , William Hale , Andrés Monroy-Hernández , Benjamin Mako Hill

Scratch is a programming environment and an online community where young people can create, share, learn, and communicate. In collaboration with the Scratch Team at MIT, we created a longitudinal dataset of public activity in the Scratch…

Computers and Society · Computer Science 2017-02-07 Benjamin Mako Hill , Andrés Monroy-Hernández

Through a mixed-method analysis of data from Scratch, we examine how novices learn to program with simple data structures by using community-produced learning resources. First, we present a qualitative study that describes how…

Human-Computer Interaction · Computer Science 2026-02-17 Ruijia Cheng , Sayamindu Dasgupta , Benjamin Mako Hill

As part of formative and summative assessments in programming courses, students work on developing programming artifacts following a given specification. These artifacts are evaluated by the teachers. At the end of this evaluation, the…

Software Engineering · Computer Science 2020-08-17 Manuel Maarek , Léon McGregor

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,…

Human-Computer Interaction · Computer Science 2016-07-07 Dan Calacci , Oren Lederman , David Shrier , Alex 'Sandy' Pentland

Experience is what makes our life more effective that is why it is necessary to share experience among people. The use of information technologies is the most technological way to work with experience, and the use of the Web is the best way…

Information Retrieval · Computer Science 2018-05-18 Olegs Verhodubs

Online programming communities provide a space for novices to engage with computing concepts, allowing them to learn and develop computing skills using user-generated projects. However, the lack of structured guidance in the informal…

Human-Computer Interaction · Computer Science 2024-12-10 Yunnong Chen , Yishu Shen , Ruiyi Liu , Xinyu Yu , Lingyun Sun , Liuqing Chen

In this paper we describe the ways participants of the Scratch online community, primarily young people, engage in remixing of each others' shared animations, games, and interactive projects. In particular, we try to answer the following…

Human-Computer Interaction · Computer Science 2015-07-07 Benjamin Mako Hill , Andrés Monroy-Hernández , Kristina R. Olson

Although informal online learning communities have proliferated over the last two decades, a fundamental question remains: What are the users of these communities expected to learn? Guided by the work of Etienne Wenger on communities of…

Human-Computer Interaction · Computer Science 2022-11-09 Ruijia Cheng , Benjamin Mako Hill

The importance of programming education has lead to dedicated educational programming environments, where users visually arrange block-based programming constructs that typically control graphical, interactive game-like programs. The…

Software Engineering · Computer Science 2022-08-24 Adina Deiner , Patric Feldmeier , Gordon Fraser , Sebastian Schweikl , Wengran Wang

Block-based programming environments like Scratch are widely used in introductory programming courses. They facilitate learning pivotal programming concepts by eliminating syntactical errors, but logical errors that break the desired…

Software Engineering · Computer Science 2024-10-14 Patric Feldmeier , Gordon Fraser , Ute Heuer , Florian Obermüller , Siegfried Steckenbiller

This paper presents a educational workshop in Scratch that is proposed for the active participation of undergraduate students in contexts of Artificial Intelligence. The main objective of the activity is to demystify the complexity of…

Artificial Intelligence · Computer Science 2023-09-15 Julian Estevez , Gorka Garate , JM Lopez Guede , Manuel Graña

Promoting creativity is considered an important goal of education, but creativity is notoriously hard to measure.In this paper, we make the journey fromdefining a formal measure of creativity that is efficientlycomputable to applying the…

Human-Computer Interaction · Computer Science 2022-11-11 Anastasia Kovalkov , Benjamin Paaßen , Avi Segal , Niels Pinkwart , Kobi Gal

In software development, encountering bugs is inevitable. However, opportunities to learn more about bug removal are limited. When students perform debugging tasks, they often use print statements because students do not know how to use a…

Software Engineering · Computer Science 2024-07-26 Aoi Kanaya , Takuma Migo , Hiroaki Hashiura

In today's world, where moving forward hinges on innovation and working together, this article introduces a new global online platform that is all about sparking teamwork to come up with new ideas. This platform goes beyond borders and…

Human-Computer Interaction · Computer Science 2025-02-07 Hossein Jamali , Sergiu M. Dascalu , Frederick C. Harris

Learners are often introduced to programming via dedicated languages such as Scratch, where block-based commands are assembled visually in order to control the interactions of graphical sprites. Automated testing of such programs is an…

Software Engineering · Computer Science 2022-02-15 Katharina Götz , Patric Feldmeier , Gordon Fraser

Programming has become an essential component of K-12 education and serves as a pathway for developing computational thinking skills. Given the complexity of programming and the advanced skills it requires, previous research has introduced…

Human-Computer Interaction · Computer Science 2024-12-13 Yunnong Chen , Shuhong Xiao , Yaxuan Song , Zejian Li , Lingyun Sun , Liuqing Chen
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