On the Appropriate Methodologies for Data Science Projects

Publikation: Beiträge in SammelwerkenAufsätze in KonferenzbändenForschungbegutachtet

Authors

  • Amin Karimi Dastgerdi
  • Taghi Javdani Gandomani

Data science is an emerging discipline with a particular research focus on improving the available techniques for data analysis. While the number of data science projects is growing, unfortunately, there is a slight consideration of how a team performs a data science project. Although the existence of a repeatable well-defined process could deal with many challenges of data science projects, researches conducted in recent years indicate a convergence of the results to agile methodologies as the appropriate ones for the projects. In this paper, first, the tasks and roles of individuals in data science projects are addressed; then, some research conducted for the methodologies used in the projects are studied. The study shows that agile methodologies could resolve many issues of data science projects by increasing the communications and cooperation of the team members and investors.

OriginalspracheEnglisch
Titel2021 International Conference on Information Technology, ICIT 2021 - Proceedings
Anzahl der Seiten7
VerlagInstitute of Electrical and Electronics Engineers Inc.
Datum14.07.2021
Seiten667-673
Aufsatznummer9491712
ISBN (Print)978-1-6654-2871-2
ISBN (elektronisch)978-1-6654-2870-5
DOIs
PublikationsstatusErschienen - 14.07.2021
VeranstaltungInternational Conference on Information Technology - ICIT 2021 - Amman, Jordanien
Dauer: 14.07.202115.07.2021
Konferenznummer: 10
http://icit.zuj.edu.jo/icit2021/Index.html

DOI