IDEAS home Printed from https://ideas.repec.org/p/arx/papers/2001.08615.html
   My bibliography  Save this paper

Knowledge Graphs for Innovation Ecosystems

Author

Listed:
  • Alberto Tejero
  • Victor Rodriguez-Doncel
  • Ivan Pau

Abstract

Innovation ecosystems can be naturally described as a collection of networked entities, such as experts, institutions, projects, technologies and products. Representing in a machine-readable form these entities and their relations is not entirely attainable, due to the existence of abstract concepts such as knowledge and due to the confidential, non-public nature of this information, but even its partial depiction is of strong interest. The representation of innovation ecosystems incarnated as knowledge graphs would enable the generation of reports with new insights, the execution of advanced data analysis tasks. An ontology to capture the essential entities and relations is presented, as well as the description of data sources, which can be used to populate innovation knowledge graphs. Finally, the application case of the Universidad Politecnica de Madrid is presented, as well as an insight of future applications.

Suggested Citation

  • Alberto Tejero & Victor Rodriguez-Doncel & Ivan Pau, 2020. "Knowledge Graphs for Innovation Ecosystems," Papers 2001.08615, arXiv.org.
    • Handle: RePEc:arx:papers:2001.08615
    as

    Download full text from publisher

    File URL: http://arxiv.org/pdf/2001.08615
    File Function: Latest version
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Alina Mihaela Dima & Liviu Begu & Maria Denisa Vasilescu & Maria Alexandra Maassen, 2018. "The Relationship between the Knowledge Economy and Global Competitiveness in the European Union," Sustainability, MDPI, vol. 10(6), pages 1-15, May.
    2. Fagerberg, Jan & Srholec, Martin & Knell, Mark, 2007. "The Competitiveness of Nations: Why Some Countries Prosper While Others Fall Behind," World Development, Elsevier, vol. 35(10), pages 1595-1620, October.
    3. Hellmann, Thomas F & Durufle, Gilles & Wilson, Karen, 2017. "From Start-up to Scale-up: Examining Public Policies for the Financing of High-Growth Ventures," CEPR Discussion Papers 12004, C.E.P.R. Discussion Papers.
    4. Oh, Deog-Seong & Phillips, Fred & Park, Sehee & Lee, Eunghyun, 2016. "Innovation ecosystems: A critical examination," Technovation, Elsevier, vol. 54(C), pages 1-6.
    5. Piera Centobelli & Roberto Cerchione & Emilio Esposito, 2017. "Knowledge Management in Startups: Systematic Literature Review and Future Research Agenda," Sustainability, MDPI, vol. 9(3), pages 1-19, March.
    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. Proksch, Dorian & Haberstroh, Marcus Max & Pinkwart, Andreas, 2017. "Increasing the national innovative capacity: Identifying the pathways to success using a comparative method," Technological Forecasting and Social Change, Elsevier, vol. 116(C), pages 256-270.
    2. Elena Širá & Roman Vavrek & Ivana Kravčáková Vozárová & Rastislav Kotulič, 2020. "Knowledge Economy Indicators and Their Impact on the Sustainable Competitiveness of the EU Countries," Sustainability, MDPI, vol. 12(10), pages 1-22, May.
    3. Jan Fagerberg & Martin Srholec, 2017. "Global Dynamics, Capabilities and the Crisis," Economic Complexity and Evolution, in: Andreas Pyka & Uwe Cantner (ed.), Foundations of Economic Change, pages 83-106, Springer.
    4. Lepore, Dominique & Frontoni, Emanuele & Micozzi, Alessandra & Moccia, Sara & Romeo, Luca & Spigarelli, Francesca, 2023. "Uncovering the potential of innovation ecosystems in the healthcare sector after the COVID-19 crisis," Health Policy, Elsevier, vol. 127(C), pages 80-86.
    5. Ponomariov, Branco & Toivanen, Hannes, 2014. "Knowledge flows and bases in emerging economy innovation systems: Brazilian research 2005–2009," Research Policy, Elsevier, vol. 43(3), pages 588-596.
    6. Pigford, Ashlee-Ann E. & Hickey, Gordon M. & Klerkx, Laurens, 2018. "Beyond agricultural innovation systems? Exploring an agricultural innovation ecosystems approach for niche design and development in sustainability transitions," Agricultural Systems, Elsevier, vol. 164(C), pages 116-121.
    7. Ghazinoory, Sepehr & Nasri, Shohreh & Afshari-Mofrad, Masoud & Taghizadeh Moghadam, Negin, 2023. "National Innovation Biome (NIB): A novel conceptualization for innovation development at the national level," Technological Forecasting and Social Change, Elsevier, vol. 196(C).
    8. Baicu Claudia Gabriela & Gârdan Iuliana Petronela & Gârdan Daniel Adrian & Epuran Gheorghe, 2020. "The impact of COVID-19 on consumer behavior in retail banking. Evidence from Romania," Management & Marketing, Sciendo, vol. 15(s1), pages 534-556, October.
    9. Ghazinoory, Sepehr & Phillips, Fred & Afshari-Mofrad, Masoud & Bigdelou, Nasrin, 2021. "Innovation lives in ecotones, not ecosystems," Journal of Business Research, Elsevier, vol. 135(C), pages 572-580.
    10. Xiaoran Zheng & Yuzhuo Cai, 2022. "Transforming Innovation Systems into Innovation Ecosystems: The Role of Public Policy," Sustainability, MDPI, vol. 14(12), pages 1-26, June.
    11. Yuzhuo Cai & Borja Ramis Ferrer & Jose Luis Martinez Lastra, 2019. "Building University-Industry Co-Innovation Networks in Transnational Innovation Ecosystems: Towards a Transdisciplinary Approach of Integrating Social Sciences and Artificial Intelligence," Sustainability, MDPI, vol. 11(17), pages 1-23, August.
    12. Radziwon, Agnieszka & Bogers, Marcel, 2019. "Open innovation in SMEs: Exploring inter-organizational relationships in an ecosystem," Technological Forecasting and Social Change, Elsevier, vol. 146(C), pages 573-587.
    13. Argatu Ruxandra & Păunescu Carmen, 2019. "Romania and its poverty-alleviating competitiveness: a Central and Eastern European outlook," Proceedings of the International Conference on Business Excellence, Sciendo, vol. 13(1), pages 435-447, May.
    14. Gomes, Leonardo Augusto de Vasconcelos & Facin, Ana Lucia Figueiredo & Salerno, Mario Sergio, 2021. "Managing uncertainty propagation in innovation ecosystems," Technological Forecasting and Social Change, Elsevier, vol. 171(C).
    15. Dziallas, Marisa & Blind, Knut, 2019. "Innovation indicators throughout the innovation process: An extensive literature analysis," Technovation, Elsevier, vol. 80, pages 3-29.
    16. Heitor, Manuel & Horta, Hugo & Leocádio, Miguel, 2016. "Enlarging the social basis of higher education: Lessons learned from extending a social support system with a risk-sharing loan scheme in Portugal," Technological Forecasting and Social Change, Elsevier, vol. 113(PB), pages 319-327.
    17. Ülengin, Füsun & Kabak, Özgür & Önsel, Sule & Aktas, Emel & Parker, Barnett R., 2011. "The competitiveness of nations and implications for human development," Socio-Economic Planning Sciences, Elsevier, vol. 45(1), pages 16-27, March.
    18. Mohammad Soltani Delgosha & Tahereh Saheb & Nastaran Hajiheydari, 0. "Modelling the Asymmetrical Relationships between Digitalisation and Sustainable Competitiveness: A Cross-Country Configurational Analysis," Information Systems Frontiers, Springer, vol. 0, pages 1-21.
    19. Jan Fagerberg & Maryann Feldman & Martin Srholec, 2011. "Technological Dynamics and Social Capability: Comparing U.S. States and European Nations," Working Papers on Innovation Studies 20111114, Centre for Technology, Innovation and Culture, University of Oslo.
    20. 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.

    More about this item

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    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:arx:papers:2001.08615. 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: arXiv administrators (email available below). General contact details of provider: http://arxiv.org/ .

    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.