ICSE 2022 (series) / SEET - Software Engineering Education and Training /
Pausing While Programming: Insights From Keystroke Analysis
Thu 12 May 2022 05:10 - 05:15 at ICSE room 2-odd hours - Human-Computer Interaction 1 Chair(s): Alexander Serebrenik
Thu 12 May 2022 20:15 - 20:20 at ICSE room 2-even hours - Program Comprehension 4 Chair(s): Fabio Petrillo
Thu 12 May 2022 20:15 - 20:20 at ICSE room 2-even hours - Program Comprehension 4 Chair(s): Fabio Petrillo
Pauses in typing are generally considered to indicate cognitive processing and so are of interest in educational contexts. While much prior work has looked at typing behavior of Computer Science students, this paper presents results of a study specifically on the pausing behavior of students in Introductory Computer Programming. We investigate the frequency of pauses of different lengths, what last actions students take before pausing, and whether there is a correlation between pause length and performance in the course. We find evidence that frequency of pauses of all lengths is negatively correlated with performance, and that, while some keystrokes initiate pauses consistently across pause lengths, other keystrokes more commonly initiate short or long pauses. Clustering analysis discovers two groups of students, one that takes relatively fewer mid-to-long pauses and performs better on exams than the other. We suggest actionable results that may help instructors identify characteristics of struggling students and also develop novel pedagogies.
Thu 12 MayDisplayed time zone: Eastern Time (US & Canada) change
Thu 12 May
Displayed time zone: Eastern Time (US & Canada) change
05:00 - 06:00 | Human-Computer Interaction 1SEET - Software Engineering Education and Training / Technical Track / NIER - New Ideas and Emerging Results at ICSE room 2-odd hours Chair(s): Alexander Serebrenik Eindhoven University of Technology | ||
05:00 5mTalk | Kind Computing NIER - New Ideas and Emerging Results Faeq Alrimawi Lero - the Science Foundation Ireland Research Centre for Software, Bashar Nuseibeh The Open University (UK) & Lero (Ireland) Pre-print Media Attached | ||
05:05 5mTalk | Exploring Diversity in Introductory Programming Classes: An Experience Report SEET - Software Engineering Education and Training Iris Groher Johannes Kepler University, Linz, Michael Vierhauser Johannes Kepler University Linz, Barbara Sabitzer Johannes Kepler University Linz, Lisa Kuka Johannes Kepler University Linz, Alexander Hofer Johannes Kepler University Linz, David Muster Johannes Kepler University Linz Pre-print Media Attached | ||
05:10 5mTalk | Pausing While Programming: Insights From Keystroke Analysis SEET - Software Engineering Education and Training Raj Shrestha Utah State University, Juho Leinonen Aalto University, Albina Zavgorodniaia Aalto University, Arto Hellas University of Helsinki;Finland, John Edwards Utah State University Pre-print Media Attached | ||
05:15 5mTalk | Testing Time Limits in Screener Questions for Online Surveys with Programmers Technical Track Anastasia Danilova University of Bonn, Stefan Horstmann University of Bonn, Matthew Smith University of Bonn, Fraunhofer FKIE, Alena Naiakshina University of Bonn Pre-print File Attached | ||
05:20 5mTalk | Bots for Pull Requests: The Good, the Bad, and the Promising Technical Track Mairieli Wessel Delft University of Technology, Ahmad Abdellatif Concordia University, Igor Wiese Federal University of Technology - Paraná (UTFPR), Tayana Conte Universidade Federal do Amazonas, Emad Shihab Concordia University, Marco Gerosa Northern Arizona University, USA, Igor Steinmacher Northern Arizona University Pre-print | ||
20:00 - 21:00 | Program Comprehension 4Technical Track / SEET - Software Engineering Education and Training / Journal-First Papers at ICSE room 2-even hours Chair(s): Fabio Petrillo École de technologie supérieure (ÉTS), Montréal -- Université du Québec | ||
20:00 5mTalk | An Ensemble Approach for Annotating Source Code Identifiers with Part-of-speech Tags Journal-First Papers Christian D. Newman Rochester Institute of Technology, Michael J. Decker Bowling Green State University, Reem S. Alsuhaibani Kent State University, Anthony Peruma Rochester Institute of Technology, Mohamed Wiem Mkaouer Rochester Institute of Technology, Satyajit Mohapatra Rochester Institute of Technology, Tejal Vishnoi Rochester Institute of Technology, Marcos Zampieri Rochester Institute of Technology, Timothy Sheldon BNY Mellon, Emily Hill Drew University Link to publication DOI Pre-print Media Attached | ||
20:05 5mTalk | Why My Code Summarization Approach Does Not Work: Improving Code Summarization with Comment Category Prediction Journal-First Papers Qiuyuan Chen Zhejiang University, Xin Xia Huawei Software Engineering Application Technology Lab, Han Hu Faculty of Information Technology, Monash University, David Lo Singapore Management University, Shanping Li Zhejiang University Pre-print Media Attached | ||
20:10 5mTalk | Reading to Write Code: An Experience Report of a Reverse Engineering and Modeling Course SEET - Software Engineering Education and Training Brooke Kelsey Ryan University of California, Irvine, Adriana Meza Soria UC Irvine, Kaj Dreef University of California, Irvine, Andre van der Hoek University of California, Irvine DOI Pre-print Media Attached | ||
20:15 5mTalk | Pausing While Programming: Insights From Keystroke Analysis SEET - Software Engineering Education and Training Raj Shrestha Utah State University, Juho Leinonen Aalto University, Albina Zavgorodniaia Aalto University, Arto Hellas University of Helsinki;Finland, John Edwards Utah State University Pre-print Media Attached | ||
20:20 5mTalk | AST-Trans: Code Summarization with Efficient Tree-Structured Attention Technical Track Ze Tang Software Institute, Nanjing University, Xiaoyu Shen Alexa AI, Amazon, Chuanyi Li State Key Laboratory for Novel Software Technology, Nanjing University, Jidong Ge State Key Laboratory for Novel Software and Technology, Nanjing University, Liguo Huang Dept. of Computer Science, Southern Methodist University, Dallas, TX, 75205, Zheling Zhu State Key Laboratory for Novel Software and Technology, Nanjing University, 22 Hankou Road, Nanjing, China, Bin Luo Software Institute, Nanjing University Pre-print Media Attached | ||
20:25 5mTalk | SPT-Code: Sequence-to-Sequence Pre-Training for Learning Representation of Source Code Technical Track Changan Niu State Key Laboratory for Novel Software Technology, Nanjing University, Chuanyi Li State Key Laboratory for Novel Software Technology, Nanjing University, Vincent Ng Human Language Technology Research Institute, University of Texas at Dallas, Richardson, TX 75083-0688, Jidong Ge State Key Laboratory for Novel Software and Technology, Nanjing University, Liguo Huang Dept. of Computer Science, Southern Methodist University, Dallas, TX, 75205, Bin Luo Software Institute, Nanjing University Pre-print Media Attached | ||
20:30 5mTalk | Demystifying the Vulnerability Propagation and Its Evolution via Dependency Trees in the NPM Ecosystem Technical Track Chengwei Liu Tianjin University and Nanyang Technological University, Sen Chen Tianjin University, Lingling Fan Nankai University, Bihuan Chen Fudan University, China, Yang Liu Nanyang Technological University, Xin Peng Fudan University Pre-print Media Attached | ||
Information for Participants
Thu 12 May 2022 05:00 - 06:00 at ICSE room 2-odd hours - Human-Computer Interaction 1 Chair(s): Alexander Serebrenik
Info for room ICSE room 2-odd hours:
Thu 12 May 2022 20:00 - 21:00 at ICSE room 2-even hours - Program Comprehension 4 Chair(s): Fabio Petrillo
Info for room ICSE room 2-even hours: