IDEAS home Printed from https://ideas.repec.org/a/spr/infosf/v23y2021i2d10.1007_s10796-019-09954-6.html
   My bibliography  Save this article

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
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s10796-019-09954-6
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.
    File URL: https://libkey.io/10.1007/s10796-019-09954-6?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. 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.
    2. 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.
    3. 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.
    4. 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.
    5. Fatemeh Ahmadi Zeleti & Adegboyega Ojo, 0. "Open data value capability architecture," Information Systems Frontiers, Springer, vol. 0, pages 1-24.
    6. 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.
    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.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    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.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Federico Cabitza & Angela Locoro & Carlo Batini, 2020. "Making Open Data more Personal Through a Social Value Perspective: a Methodological Approach," Information Systems Frontiers, Springer, vol. 22(1), pages 131-148, February.
    2. Nripendra P. Rana & Sunil Luthra & Sachin Kumar Mangla & Rubina Islam & Sian Roderick & Yogesh K. Dwivedi, 2019. "Barriers to the Development of Smart Cities in Indian Context," Information Systems Frontiers, Springer, vol. 21(3), pages 503-525, June.
    3. 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.
    4. 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.
    5. Olivia Benfeldt & John Stouby Persson & Sabine Madsen, 2020. "Data Governance as a Collective Action Problem," Information Systems Frontiers, Springer, vol. 22(2), pages 299-313, April.
    6. Olivia Benfeldt & John Stouby Persson & Sabine Madsen, 0. "Data Governance as a Collective Action Problem," Information Systems Frontiers, Springer, vol. 0, pages 1-15.
    7. Robertina ZDJELAR & Anamarija MUSA & Nikolina Žajdela HRUSTEK, 2021. "Open data availability in Croatian local government: Improving the quality of life," Smart Cities and Regional Development (SCRD) Journal, Smart-EDU Hub, Faculty of Public Administration, National University of Political Studies & Public Administration, vol. 5(3), pages 21-40, July.
    8. Morteza Ghobakhloo & Mohammad Iranmanesh & Andrius Grybauskas & Mantas Vilkas & Monika Petraitė, 2021. "Industry 4.0, innovation, and sustainable development: A systematic review and a roadmap to sustainable innovation," Business Strategy and the Environment, Wiley Blackwell, vol. 30(8), pages 4237-4257, December.
    9. de Camargo Fiorini, Paula & Roman Pais Seles, Bruno Michel & Chiappetta Jabbour, Charbel Jose & Barberio Mariano, Enzo & de Sousa Jabbour, Ana Beatriz Lopes, 2018. "Management theory and big data literature: From a review to a research agenda," International Journal of Information Management, Elsevier, vol. 43(C), pages 112-129.
    10. Anders Haug & Aleksandra Magdalena Staskiewicz & Lars Hvam, 2023. "Strategies for Master Data Management: A Case Study of an International Hearing Healthcare Company," Information Systems Frontiers, Springer, vol. 25(5), pages 1903-1923, October.
    11. Ashish Gupta & Amit Deokar & Lakshmi Iyer & Ramesh Sharda & Dave Schrader, 2018. "Big Data & Analytics for Societal Impact: Recent Research and Trends," Information Systems Frontiers, Springer, vol. 20(2), pages 185-194, April.
    12. Haozhi Pan & Stan Geertman & Brian Deal, 2020. "What does urban informatics add to planning support technology?," Environment and Planning B, , vol. 47(8), pages 1317-1325, October.
    13. Guilherme C. Wiedenhöft & Edimara M. Luciano & Gabriela V. Pereira, 2020. "Information Technology Governance Institutionalization and the Behavior of Individuals in the Context of Public Organizations," Information Systems Frontiers, Springer, vol. 22(6), pages 1487-1504, December.
    14. Tate, Mary & Bongiovanni, Ivano & Kowalkiewicz, Marek & Townson, Peter, 2018. "Managing the “Fuzzy front end” of open digital service innovation in the public sector: A methodology," International Journal of Information Management, Elsevier, vol. 39(C), pages 186-198.
    15. Gupta, Anushri & Panagiotopoulos, Panos & Bowen, Frances, 2020. "An orchestration approach to smart city data ecosystems," Technological Forecasting and Social Change, Elsevier, vol. 153(C).
    16. Abdulrahman Habib & Victor R. Prybutok & Denise Philpot, 2022. "Assessing and building municipal open data capability," Information Systems and e-Business Management, Springer, vol. 20(1), pages 1-25, March.
    17. Palaco, Ileana & Park, Min Jae & Kim, Suk Kyoung & Rho, Jae Jeung, 2019. "Public–private partnerships for e-government in developing countries: An early stage assessment framework," Evaluation and Program Planning, Elsevier, vol. 72(C), pages 205-218.
    18. Joash Mageto, 2021. "Big Data Analytics in Sustainable Supply Chain Management: A Focus on Manufacturing Supply Chains," Sustainability, MDPI, vol. 13(13), pages 1-22, June.
    19. Sarah Giest, 2017. "Big data for policymaking: fad or fasttrack?," Policy Sciences, Springer;Society of Policy Sciences, vol. 50(3), pages 367-382, September.
    20. Rana, Nripendra P. & Barnard, Daniel J. & Baabdullah, Abdullah M.A. & Rees, Daniel & Roderick, Sian, 2019. "Exploring barriers of m-commerce adoption in SMEs in the UK: Developing a framework using ISM," International Journal of Information Management, Elsevier, vol. 44(C), pages 141-153.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:infosf:v:23:y:2021:i:2:d:10.1007_s10796-019-09954-6. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.