Skip to main content

Towards a Healthcare 4.0 Vocabulary: A Patent-Based Approach

  • Conference paper
  • First Online:
Information Systems and Technologies (WorldCIST 2023)

Abstract

In modern knowledge economies, intellectual property assets are both engines of development and drivers of social transition. One of the most widely used approaches to identifying promising emerging technologies, record the direction of technological development and R&D activities and forecast innovation is patent analysis. The paper analyses the patent information available in the Knowledge-Share (KS) platform, an Italian patents database, first by using Natural Language Processing and clustering techniques, and then, by means of a complex network analysis on the most frequent words, focuses the analysis on those clusters inherent to health in order to investigate the technologies used and their applications to the Healthcare 4.0 domain. The paper aims to a first attempt of formulating a vocabulary of Healthcare 4.0 based on the patents produced by the most important Italian universities and research centers.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 169.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 219.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  1. EU Valorisation Policy. https://research-and-innovation.ec.europa.eu/system/files/2020-03/ec_rtd_valorisation_factsheet.pdf. Accessed 25 Nov 2022

  2. Demarinis Loiotile, A., et al.: Best practices in knowledge transfer: insights from top universities. Sustainability 14, 15427 (2022). https://doi.org/10.3390/SU142215427

  3. Choi, Y., Park, S., Lee, S.: Identifying emerging technologies to envision a future innovation ecosystem: a machine learning approach to patent data. Scientometrics 126(7), 5431–5476 (2021)

    Article  Google Scholar 

  4. Wang, Y.H., Lin, G.Y.: Exploring AI-healthcare innovation: natural language processing-based patents analysis for technology-driven roadmapping. Kybernetes (2022)

    Google Scholar 

  5. Choi, J., Hwang, Y.S.: Patent keyword network analysis for improving technology development efficiency. Technol. Forecast. Soc. Chang. 83, 170–182 (2014)

    Article  Google Scholar 

  6. Abbas, A., Zhang, L., Khan, S.U.: A literature review on the state-of-the-art in patent analysis. World Patent Inf. 37, 3–13 (2014)

    Article  Google Scholar 

  7. Lei, L., Qi, J., Zheng, K.: Patent analytics based on feature vector space model: a case of IoT. IEEE Access 7, 45705–45715 (2019)

    Article  Google Scholar 

  8. Wehde, M.: Healthcare 4.0. IEEE Eng. Manag. Rev. 47(3), 24–28 (2019)

    Google Scholar 

  9. Intellectual Property Action Plan. https://single-market-economy.ec.europa.eu/industry/strategy/intellectual-property/intellectual-property-action-plan-implementation_en. Accessed 25 Nov 2022

  10. Knowledge-Share. https://www.knowledge-share.eu/. Accessed 25 Nov 2022

  11. EU Valorisation Policy. https://op.europa.eu/en/publication-detail/-/publication/4944d5a4-c50c-11ec-b6f4-01aa75ed71a1/language-en. Accessed 25 Nov 2022

  12. Jun, S., Park, S.S., Jang, D.S.: Document clustering method using dimension reduction and support vector clustering to overcome sparseness. Exp. Syst. Appl. 41(7), 3204–3212 (2014)

    Article  Google Scholar 

  13. Amoroso, N., Bellantuono, L., Monaco, A., De Nicolò, F., Somma, E., Bellotti, R.: Economic interplay forecasting business success. Complexity (2021)

    Google Scholar 

  14. Al-Jaroodi, J., Mohamed, N., Abukhousa, E.: Health 4.0: on the way to realizing the healthcare of the future. IEEE Access 8, 211189–211210 (2020)

    Google Scholar 

  15. Li, J., Carayon, P.: Health Care 4.0: A vision for smart and connected health care. IISE Trans. Healthc. Syst. Eng. 11(3), 171–180 (2021)

    Google Scholar 

  16. Haleem, A., Javaid, M., Singh, R.P., Suman, R.: Medical 4.0 technologies for healthcare: features, capabilities, and applications. Internet Things Cyber-Phys. Syst. (2022)

    Google Scholar 

  17. Cappelletti, P.: Medicina 4.0. Un’introduzione. La Riv. Italiana della Med. Laborat. Italian J. Lab. Med. 14(3), 131–135 (2018)

    Google Scholar 

  18. Jessop, Z.M., Al-Sabah, A., Francis, W.R., Whitaker, I.S.: Transforming healthcare through regenerative medicine. BMC Med. 14(1), 1–6 (2016)

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Annamaria Demarinis Loiotile .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2024 The Author(s), under exclusive license to Springer Nature Switzerland AG

About this paper

Check for updates. Verify currency and authenticity via CrossMark

Cite this paper

Demarinis Loiotile, A., De Nicolò, F., Agrimi, A., Conti, G., Amoroso, N., Bellotti, R. (2024). Towards a Healthcare 4.0 Vocabulary: A Patent-Based Approach. In: Rocha, A., Adeli, H., Dzemyda, G., Moreira, F., Colla, V. (eds) Information Systems and Technologies. WorldCIST 2023. Lecture Notes in Networks and Systems, vol 802. Springer, Cham. https://doi.org/10.1007/978-3-031-45651-0_35

Download citation

Publish with us

Policies and ethics