Blogs (1) >>
ICSE 2019
Sat 25 - Fri 31 May 2019 Montreal, QC, Canada
Wed 29 May 2019 16:40 - 16:50 at Viger - SE Datasets, Research Infrastructure, and Methodology Chair(s): Rashina Hoda

Reliance on data for software systems engineering is increasing, e.g., to train machine learning applications. As a consequence, we foresee increasing costs for data collection and maintenance, leading to the risk of development budgets eaten up by commodity features, leaving little resources for differentiation and innovation. We therefore propose Open Collaborative Data (OCD) - a concept analogous to Open Source Software (OSS) - as a means to share commodity data. In contrast to Open Data (OD), which e.g., governmental agencies provide to catalyze innovation, OCD is shared in open collaboration between commercial organizations, similar to OSS. To achieve this, there is a need for technical infrastructure (e.g., tools for version and access control), licence models, and governance models, all of which have to be tailored for data. However, as data may be sensitive for privacy, anonymization and obfuscation of data is also a research challenge. In this paper, we define the concept of Open Collaborative Data, demonstrate it by the example of map data and image recognition examples, and outline a research agenda for OCD in software engineering as a basis for more efficient evolution of software systems.

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