Metadata Action Network Model for Cloud Based Development Environment

Mehmet N. Aydin*, Ziya N. Perdahci, I. Safak, J. (Jos) van Hillegersberg

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Abstract

Cloud-based software development solutions (entitled as Platform-as-a-Service, Low-Code platforms) have been promoted as a game changing paradigm backed by model-driven architecture and supported by various cloud-based services. With the engagement of a sheer number of platform users (experienced, novel, or citizen developers) these platforms generate invaluable data and that can be considered as user metadata actions. As cloud-based development solutions provide novice users with a new development experience (performing data actions that altogether leads to a successful software app), users often times face with uncertainty about development performance; how good or complete is app development? Thus, the issue addressed in this research is how to measure user performance by using digital trace data generated on the cloud platform from a Network Science perspective. This research proposes a novel approach to leveraging digital trace data on Platform-as-a-Service (PaaS) from a Network Science perspective. The proposed approach considers the importance of digital trace data as metadata actions on PaaS and introduces a network model (so-called Metadata Action Network), which is claimed to be the result of reconstruction of events of developer’s actions. We show suitability of the proposed approach to better understanding of real-world digital trace data on PaaS solution and elaborate basic performance analytics on a PaaS solution with research and practical implications.

Original languageEnglish
Title of host publicationTrends and Innovations in Information Systems and Technologies - Volume 3, , WorldCIST 2020
EditorsÁlvaro Rocha, Hojjat Adeli, Luís Paulo Reis, Sandra Costanzo, Irena Orovic, Fernando Moreira
PublisherSpringer Singapore
Pages531-543
Number of pages13
Volume3
ISBN (Print)9783030456962
DOIs
Publication statusPublished - 18 May 2020
Event8th World Conference on Information Systems and Technologies, WorldCIST 2020 - Budva, Montenegro
Duration: 7 Apr 202010 Apr 2020
Conference number: 8
http://www.worldcist.org/2020/index.php

Publication series

NameAdvances in Intelligent Systems and Computing
Volume1161 AISC
ISSN (Print)2194-5357
ISSN (Electronic)2194-5365

Conference

Conference8th World Conference on Information Systems and Technologies, WorldCIST 2020
Abbreviated titleWorldCIST 2020
CountryMontenegro
CityBudva
Period7/04/2010/04/20
Internet address

Keywords

  • Analytics
  • Cloud computing
  • Development performance
  • Digital trace data
  • Network science
  • PaaS

Fingerprint Dive into the research topics of 'Metadata Action Network Model for Cloud Based Development Environment'. Together they form a unique fingerprint.

  • Cite this

    Aydin, M. N., Perdahci, Z. N., Safak, I., & van Hillegersberg, J. J. (2020). Metadata Action Network Model for Cloud Based Development Environment. In Á. Rocha, H. Adeli, L. P. Reis, S. Costanzo, I. Orovic, & F. Moreira (Eds.), Trends and Innovations in Information Systems and Technologies - Volume 3, , WorldCIST 2020 (Vol. 3, pp. 531-543). (Advances in Intelligent Systems and Computing; Vol. 1161 AISC). Springer Singapore. https://doi.org/10.1007/978-3-030-45697-9_52