Blogs (1) >>
ICSE 2019
Sat 25 - Fri 31 May 2019 Montreal, QC, Canada
Wed 29 May 2019 17:00 - 17:20 at Viger - SE Datasets, Research Infrastructure, and Methodology Chair(s): Rashina Hoda

Programming screencasts have two important applications in software engineering context: study developer behaviors and information needs and disseminate software engineering knowledge. Although programming screencasts are easy to produce, they are not easy to analyze or index due to the image nature of the data. Existing techniques extract only content from screencasts, but ignore workflow actions by which developers accomplish programming tasks. This significantly limits the effective use of programming screencasts in downstream applications. In this paper, we present the first technique for recognizing workflow actions in programming screencasts. Our technique exploits image differencing and Convolutional Neural Network (CNN) to analyze the correspondence and change of consecutive frames, based on which nine classes of frequent developer actions can be recognized from programming screencasts. Using programming screencasts from Youtube, we evaluate different configurations of our CNN model and the performance of our technique for developer action recognition across developers, working environments and programming languages. Using screencasts of developers’ real work, we demonstrate the usefulness of our technique in a practical application for action-aware extraction of key-code frames in developers’ work.

Wed 29 May

icse-2019-Paper-Presentations
16:00 - 18:00: Papers - SE Datasets, Research Infrastructure, and Methodology at Viger
Chair(s): Rashina HodaThe University of Auckland
icse-2019-Technical-Papers16:00 - 16:20
Talk
Naji DmeiriUniversity of California, Davis, David A TomassiUniversity of California, Davis, Yichen WangUniversity of California, Davis, Antara BhowmickUniversity of California, Davis, Yen-Chuan LiuUniversity of California, Davis, Prem DevanbuUniversity of California, Bogdan VasilescuCarnegie Mellon University, Cindy Rubio-GonzalezUniversity of California, Davis
Pre-print
icse-2019-Demonstrations16:20 - 16:40
Talk
Samuel BentonThe University of Texas at Dallas, Ali GhanbariThe University of Texas at Dallas, Lingming Zhang
icse-2019-New-Ideas-and-Emerging-Reults16:40 - 16:50
Talk
Per RunesonLund University
icse-2019-New-Ideas-and-Emerging-Reults16:50 - 17:00
Talk
Andrea A. Janes, Romain RobbesFree University of Bozen-Bolzano
icse-2019-Technical-Papers17:00 - 17:20
Talk
Dehai Zhao, Zhenchang XingAustralia National University, Chunyang ChenMonash University, Xin XiaMonash University, Guoqiang LiShanghai Jiao Tong University
icse-2019-Journal-First-Paper17:20 - 17:30
Talk
Klaas-Jan StolUniversity College Cork and Lero, Ireland, Brian FitzgeraldLero - The Irish Software Research Centre and University of Limerick
Link to publication DOI
icse-2019-New-Ideas-and-Emerging-Reults17:30 - 17:40
Talk
Vladimir Ivanov, Giancarlo SucciInnopolis University, Jooyong YiUNIST (Ulsan National Institute of Science and Technology)
icse-2019-Journal-First-Paper17:40 - 17:50
Talk
Adrian Santos Parrilla, Omar GomezEscuela Superior Politecnica de Chimborazo Riobamba, Natalia JuristoUniversidad Politecnica de Madrid
icse-2019-Paper-Presentations17:50 - 18:00
Talk