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Towards Increased Understanding of Open Data Use for Software Development

Author

Listed:
  • Maciej Grzenda

    (Warsaw University of Technology)

  • Jaroslaw Legierski

    (Orange Polska S.A., IoT and Advanced Technologies)

Abstract

The way open data resources of varied type and volume are used by software applications remains only partly known. In this study, following CRoss-Industry Standard Process for Data Mining, we propose a methodology for collecting and analyzing access data describing the use of open data resources by individual software applications. The methodology includes novel categorization of the data collected at an exposition portal providing access to underlying open data portals and third-party services. Furthermore, it enables research into the use of both different open data resources and resource groups such as Big Data resources for software development. We apply the methodology to analyze the re-use of open urban data during reference software development events. The identification of open data use by individual applications is largely improved compared to baseline scenario, as shown by numerical indicators including F1 measure. Insight into re-use of data streams and actual development time is obtained.

Suggested Citation

  • Maciej Grzenda & Jaroslaw Legierski, 2021. "Towards Increased Understanding of Open Data Use for Software Development," Information Systems Frontiers, Springer, vol. 23(2), pages 495-513, April.
    • Handle: RePEc:spr:infosf:v:23:y:2021:i:2:d:10.1007_s10796-019-09954-6
    DOI: 10.1007/s10796-019-09954-6
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    1. Yogesh K. Dwivedi & Marijn Janssen & Emma L. Slade & Nripendra P. Rana & Vishanth Weerakkody & Jeremy Millard & Jan Hidders & Dhoya Snijders, 2017. "Driving innovation through big open linked data (BOLD): Exploring antecedents using interpretive structural modelling," Information Systems Frontiers, Springer, vol. 19(2), pages 197-212, April.
    2. Gabriela Viale Pereira & Marie Anne Macadar & Edimara M. Luciano & Maurício Gregianin Testa, 0. "Delivering public value through open government data initiatives in a Smart City context," Information Systems Frontiers, Springer, vol. 0, pages 1-17.
    3. Fatemeh Ahmadi Zeleti & Adegboyega Ojo, 0. "Open data value capability architecture," Information Systems Frontiers, Springer, vol. 0, pages 1-24.
    4. Marijn Janssen & David Konopnicki & Jane L. Snowdon & Adegboyega Ojo, 2017. "Driving public sector innovation using big and open linked data (BOLD)," Information Systems Frontiers, Springer, vol. 19(2), pages 189-195, April.
    5. David Schuff & Karen Corral & Robert D. St. Louis & Greg Schymik, 2018. "Enabling self-service BI: A methodology and a case study for a model management warehouse," Information Systems Frontiers, Springer, vol. 20(2), pages 275-288, April.
    6. David Schuff & Karen Corral & Robert D. St. Louis & Greg Schymik, 0. "Enabling self-service BI: A methodology and a case study for a model management warehouse," Information Systems Frontiers, Springer, vol. 0, pages 1-14.
    7. Gabriela Viale Pereira & Marie Anne Macadar & Edimara M. Luciano & Maurício Gregianin Testa, 2017. "Delivering public value through open government data initiatives in a Smart City context," Information Systems Frontiers, Springer, vol. 19(2), pages 213-229, April.
    8. Fatemeh Ahmadi Zeleti & Adegboyega Ojo, 2017. "Open data value capability architecture," Information Systems Frontiers, Springer, vol. 19(2), pages 337-360, April.
    9. Yogesh K. Dwivedi & Marijn Janssen & Emma L. Slade & Nripendra P. Rana & Vishanth Weerakkody & Jeremy Millard & Jan Hidders & Dhoya Snijders, 0. "Driving innovation through big open linked data (BOLD): Exploring antecedents using interpretive structural modelling," Information Systems Frontiers, Springer, vol. 0, pages 1-16.
    10. Marijn Janssen & David Konopnicki & Jane L. Snowdon & Adegboyega Ojo, 0. "Driving public sector innovation using big and open linked data (BOLD)," Information Systems Frontiers, Springer, vol. 0, pages 1-7.
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    1. Martin Engert & Julia Evers & Andreas Hein & Helmut Krcmar, 2022. "The Engagement of Complementors and the Role of Platform Boundary Resources in e-Commerce Platform Ecosystems," Information Systems Frontiers, Springer, vol. 24(6), pages 2007-2025, December.
    2. Samuli Laato & Matti Mäntymäki & A. K.M. Najmul Islam & Sami Hyrynsalmi & Teemu Birkstedt, 2023. "Trends and Trajectories in the Software Industry: implications for the future of work," Information Systems Frontiers, Springer, vol. 25(2), pages 929-944, April.
    3. Sanja Seljan & Marina Viličić & Zvonimir Nevistić & Luka Dedić & Marina Grubišić & Iva Cibilić & Karlo Kević & Bastiaan van Loenen & Frederika Welle Donker & Charalampos Alexopoulos, 2022. "Open Data as a Condition for Smart Application Development: Assessing Access to Hospitals in Croatian Cities," Sustainability, MDPI, vol. 14(19), pages 1-25, September.

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