IDEAS home Printed from https://ideas.repec.org/a/spr/joinma/v35y2024i7d10.1007_s10845-023-02213-1.html
   My bibliography  Save this article

An ontology for defining and characterizing demonstration environments

Author

Listed:
  • Wei Nie

    (University of Cambridge)

  • Katharina Vita

    (University of Cambridge
    University of Greenwich)

  • Tariq Masood

    (University of Cambridge
    University of Strathclyde)

Abstract

Demonstration Environments (DEs) are essential tools for testing and demonstrating new technologies, products, and services, and reducing uncertainties and risks in the innovation process. However, the terminology used to describe these environments is inconsistent, leading to heterogeneity in defining and characterizing them. This makes it difficult to establish a universal understanding of DEs and to differentiate between the different types of DEs, including testbeds, pilot-plants, and living labs. Moreover, existing literature lacks a holistic view of DEs, with studies focusing on specific types of DEs and not offering an integrated perspective on their characteristics and applicability in different contexts. This study proposes an ontology for knowledge representation related to DEs to address this gap. Using an ontology learning approach analyzing 3621 peer-reviewed journal articles, we develop a standardized framework for defining and characterizing DEs, providing a holistic view of these environments. The resulting ontology allows innovation managers and practitioners to select appropriate DEs for achieving their innovation goals, based on the characteristics and capabilities of the specific type of DE. The contributions of this study are significant in advancing the understanding and application of DEs in innovation processes. The proposed ontology provides a standardized approach for defining and characterizing DEs, reducing inconsistencies in terminology and establishing a common understanding of these environments. This enables innovation managers and practitioners to select appropriate DEs for their specific innovation goals, facilitating more efficient and effective innovation processes. Overall, this study provides a valuable resource for researchers, practitioners, and policymakers interested in the effective use of DEs in innovation.

Suggested Citation

  • Wei Nie & Katharina Vita & Tariq Masood, 2024. "An ontology for defining and characterizing demonstration environments," Journal of Intelligent Manufacturing, Springer, vol. 35(7), pages 3501-3521, October.
  • Handle: RePEc:spr:joinma:v:35:y:2024:i:7:d:10.1007_s10845-023-02213-1
    DOI: 10.1007/s10845-023-02213-1
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s10845-023-02213-1
    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/s10845-023-02213-1?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. Katharina Greve & Seppo Leminen & Riccardo De Vita & Mika Westerlund, 2020. "Unveiling The Diversity Of Scholarly Debate On Living Labs: A Bibliometric Approach," International Journal of Innovation Management (ijim), World Scientific Publishing Co. Pte. Ltd., vol. 24(08), pages 1-25, December.
    2. James Evans & Andrew Karvonen, 2014. "‘Give Me a Laboratory and I Will Lower Your Carbon Footprint!’ — Urban Laboratories and the Governance of Low-Carbon Futures," International Journal of Urban and Regional Research, Wiley Blackwell, vol. 38(2), pages 413-430, March.
    3. Katharina Greve & Riccardo De Vita & Seppo Leminen & Mika Westerlund, 2021. "Living Labs: From Niche to Mainstream Innovation Management," Sustainability, MDPI, vol. 13(2), pages 1-25, January.
    4. J. Ignacio Criado & Thiago Ferreira Dias & Hironobu Sano & Francisco Rojas-Martín & Aitor Silvan & Antônio Isidro Filho, 2021. "Public Innovation and Living Labs in Action: A Comparative Analysis in post-New Public Management Contexts," International Journal of Public Administration, Taylor & Francis Journals, vol. 44(6), pages 451-464, April.
    5. Sarfraz Mian & Wadid Lamine & Alain Fayolle, 2016. "Technology Business Incubation: An overview of the state of knowledge," Post-Print hal-02014389, HAL.
    6. D.-Y. Kim & J.-W. Park & S. Baek & K.-B. Park & H.-R. Kim & J.-I. Park & H.-S. Kim & B.-B. Kim & H.-Y. Oh & K. Namgung & W. Baek, 2020. "A modular factory testbed for the rapid reconfiguration of manufacturing systems," Journal of Intelligent Manufacturing, Springer, vol. 31(3), pages 661-680, March.
    7. Adolfo Lozano-Tello & Asunción Gomez-Perez, 2004. "ONTOMETRIC: A Method to Choose the Appropriate Ontology," Journal of Database Management (JDM), IGI Global, vol. 15(2), pages 1-18, April.
    8. Eeva Järvenpää & Niko Siltala & Otto Hylli & Minna Lanz, 2019. "The development of an ontology for describing the capabilities of manufacturing resources," Journal of Intelligent Manufacturing, Springer, vol. 30(2), pages 959-978, February.
    9. Fecher, Florian & Winding, Johanna & Hutter, Katja & Füller, Johann, 2020. "Innovation labs from a participants' perspective," Journal of Business Research, Elsevier, vol. 110(C), pages 567-576.
    10. Mian, Sarfraz & Lamine, Wadid & Fayolle, Alain, 2016. "Technology Business Incubation: An overview of the state of knowledge," Technovation, Elsevier, vol. 50, pages 1-12.
    11. Sarfraz Mian & Wadid Lamine & Alain Fayolle, 2016. "Technology Business Incubation : An overview of the state of knowledge," Post-Print hal-02313371, HAL.
    12. Anna Whicher & Tom Crick, 2019. "Co-design, evaluation and the Northern Ireland Innovation Lab," Public Money & Management, Taylor & Francis Journals, vol. 39(4), pages 290-299, May.
    13. Asma Talhi & Virginie Fortineau & Jean-Charles Huet & Samir Lamouri, 2019. "Ontology for cloud manufacturing based Product Lifecycle Management," Journal of Intelligent Manufacturing, Springer, vol. 30(5), pages 2171-2192, June.
    14. Ke Ning & David O'Sullivan & Qinxiang Zhu & Stefan Decker, 2006. "Semantic innovation management across the extended enterprise," International Journal of Industrial and Systems Engineering, Inderscience Enterprises Ltd, vol. 1(1/2), pages 109-128.
    15. Xin Ni & Ahmed Samet & Denis Cavallucci, 2022. "Similarity-based approach for inventive design solutions assistance," Journal of Intelligent Manufacturing, Springer, vol. 33(6), pages 1681-1698, August.
    16. Ruben Costa & Celson Lima & João Sarraipa & Ricardo Jardim-Gonçalves, 2016. "Facilitating knowledge sharing and reuse in building and construction domain: an ontology-based approach," Journal of Intelligent Manufacturing, Springer, vol. 27(1), pages 263-282, February.
    17. Hellsmark, Hans & Frishammar, Johan & Söderholm, Patrik & Ylinenpää, Håkan, 2016. "The role of pilot and demonstration plants in technology development and innovation policy," Research Policy, Elsevier, vol. 45(9), pages 1743-1761.
    18. Yuqian Lu & Hongqiang Wang & Xun Xu, 2019. "ManuService ontology: a product data model for service-oriented business interactions in a cloud manufacturing environment," Journal of Intelligent Manufacturing, Springer, vol. 30(1), pages 317-334, January.
    Full references (including those not matched with items on IDEAS)

    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. Alexander Kramer & Dominik K. Kanbach, 2023. "Relationship-building in the post-acceleration phase of corporate accelerators: empirical evidence from Germany," International Entrepreneurship and Management Journal, Springer, vol. 19(2), pages 755-779, June.
    2. Han, Shaojie & Su, Jingqin & Lyu, Yibo & Liu, Qing, 2022. "How do business incubators govern incubation relationships with different new ventures?," Technovation, Elsevier, vol. 116(C).
    3. Mingfeng Tang & Grace Sheila Walsh & Cuiwen Li & Angathevar Baskaran, 2021. "Exploring technology business incubators and their business incubation models: case studies from China," The Journal of Technology Transfer, Springer, vol. 46(1), pages 90-116, February.
    4. Manhart, Niklas, 2022. "The Mission Comes First: Exploring the Mechanisms of Organizational Sponsorship for the Acceleration of Social Start-Ups," Junior Management Science (JUMS), Junior Management Science e. V., vol. 7(2), pages 289-337.
    5. Tan, R.R. & Aviso, K.B. & Ng, D.K.S., 2019. "Optimization models for financing innovations in green energy technologies," Renewable and Sustainable Energy Reviews, Elsevier, vol. 113(C), pages 1-1.
    6. Alaassar, Ahmad & Mention, Anne-Laure & Aas, Tor Helge, 2021. "Exploring a new incubation model for FinTechs: Regulatory sandboxes," Technovation, Elsevier, vol. 103(C).
    7. Amandine Maus & Sylvie Sammut, 2018. "Business model innovation in incubators: the role played by dynamic capabilities theory," Post-Print hal-02466175, HAL.
    8. Laura Lecluyse & Mirjam Knockaert & André Spithoven, 2019. "The contribution of science parks: a literature review and future research agenda," The Journal of Technology Transfer, Springer, vol. 44(2), pages 559-595, April.
    9. Centobelli, Piera & Cerchione, Roberto & Esposito, Emilio & Shashi,, 2019. "Exploration and exploitation in the development of more entrepreneurial universities: A twisting learning path model of ambidexterity," Technological Forecasting and Social Change, Elsevier, vol. 141(C), pages 172-194.
    10. Manuel Octavio Del Campo Villares & Vanessa Miguéns-Refojo & Francisco Jesús Ferreiro-Seoane, 2020. "Business Survival and the Influence of Innovation on Entrepreneurs in Business Incubators," Sustainability, MDPI, vol. 12(15), pages 1-20, July.
    11. Klofsten, Magnus & Fayolle, Alain & Guerrero, Maribel & Mian, Sarfraz & Urbano, David & Wright, Mike, 2019. "The entrepreneurial university as driver for economic growth and social change - Key strategic challenges," Technological Forecasting and Social Change, Elsevier, vol. 141(C), pages 149-158.
    12. Vidit Mohan & Rohan Chinchwadkar, 2022. "Technology Business Incubation: A Literature Review and Gaps," International Journal of Global Business and Competitiveness, Springer, vol. 17(1), pages 53-63, June.
    13. Conroy, Kieran M. & Jacobs, Simon & Liu, Yang, 2023. "The dual knowledge role of open innovation intermediaries: Internal weaving and external filtering for MNE subsidiaries," Technovation, Elsevier, vol. 123(C).
    14. Xiangfei Yuan & Haijing Hao & Chenghua Guan & Alex Pentland, 2021. "What are the key components of an entrepreneurial ecosystem in a developing economy? A longitudinal empirical study on technology business incubators in China," Papers 2103.08131, arXiv.org.
    15. Khorshed Alam & Mohammad Afshar Ali & Michael Erdiaw-Kwasie & Md Shahiduzzaman & Eswaran Velayutham & Peter A. Murray & Retha Wiesner, 2022. "Impact of ICTs on Innovation and Performance of Firms: Do Start-ups, Regional Proximity and Skills Matter?," Sustainability, MDPI, vol. 14(10), pages 1-18, May.
    16. Morgan P. Miles & Mark Morrison, 2020. "An effectual leadership perspective for developing rural entrepreneurial ecosystems," Small Business Economics, Springer, vol. 54(4), pages 933-949, April.
    17. Nicola Del Sarto & Alberto Di Minin & Giulio Ferrigno & Andrea Piccaluga, 2021. "Born global and well educated: start-up survival through fuzzy set analysis," Small Business Economics, Springer, vol. 56(4), pages 1405-1423, April.
    18. Zhao, Liming & Zhang, Haihong & Wu, Wenqing, 2017. "Knowledge service decision making in business incubators based on the supernetwork model," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 479(C), pages 249-264.
    19. Eric Christian Brun, 2019. "Understanding a Business Incubator as a Start-Up Factory: A Value Chain Model Perspective," International Journal of Innovation and Technology Management (IJITM), World Scientific Publishing Co. Pte. Ltd., vol. 16(03), pages 1-28, May.
    20. Yanan Zhang & Xinmin Liu & Liu Fan, 2022. "Understanding Incubated Startups’ Continuance Intention towards Entrepreneurial Incubation Platforms: Empirical Evidence from China," Sustainability, MDPI, vol. 14(23), pages 1-21, November.

    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:joinma:v:35:y:2024:i:7:d:10.1007_s10845-023-02213-1. 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.