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NLP Applied to Systematic Review: Case Study for the Creation of a Golden Set for the Metaverse

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Advances in Information and Communication (FICC 2023)

Abstract

The present work aims to improve the performance of the systematic review research process through the use of Natural Language Programming (NLP). The performance increase is due to the construction of a Jupyter notebook, implemented in the Python programming language. This research was applied to the case study on the topic: Metaverse. 222 articles were found among four research platforms, IEEE, ACM, arXiv, and ERIC, where they were individually filtered, by PLN, for a selection of 18 materials, which were applied to quality criteria to create a golden set with 10 articles from importance for research on the pillars. This final list will serve as a basis to guide future research on the subject as well as to help researchers who want to use the methodology presented here.

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References

  1. LNCS. https://exame.com/tecnologia/metaverso-flex-aumento-750-buscas/. Accessed 22 Apr 2022

  2. LNCS. https://forbes.com.br/negocios/2021/10/meta-a-nova-marca-corporativa-do-facebook/. Accessed 15 Apr 2022

  3. Sampaio, R.F. Mancini, M.C.: Estudos de revisão sistemática: um guia para síntese criteriosa da evidência científica. Revista Brasileira de Fisioterapia 11(1), 83–89 (2007)

    Google Scholar 

  4. Domholdt, E.: Rehabilitation Research: Principles and Applications. Elsevier Saunders Missouri (2005)

    Google Scholar 

  5. Law, M., Philp, I.: Systematically reviewing the evidence. In: Law, M. (eds.) Evidence-Based Rehabilitation: a Guide to Practice. Thorofare. SLACK Inc., New Jersey (2002)

    Google Scholar 

  6. Magee, D.J.: Systematic reviews (meta-analysis) and functional outcome measures. Developmental Editor: B. Aindow (1998)

    Google Scholar 

  7. Schlemmer, E. Backes, L.: Metaversos: novos espaços para construção do conhecimento. Revista Diálogo Educacional 8(24), 519–532 (2008)

    Google Scholar 

  8. de Carvalho Pereira, I.: Metaverso: Interação E Comunicação Em Mundos Virtuais. Dissertação (Mestrado em Comunicação). Universidade de Brasília, Brasília (2009)

    Google Scholar 

  9. LNCS. https://www.cnbctv18.com/technology/explained-the-history-of-metaverse-12015212.htm. Accessed 11 May 2022

  10. LNCS. https://www.sas.com/pt_br/insights/analytics/processamento-de-linguagem-natural.html. Accessed 13 Apr 2022

  11. LNCS. https://www.programaria.org/carreira-em-pln-e-chatbots-como-se-preparar-para-trabalhar-na-area/. Accessed 14 May 2022

  12. LNCS. https://www.nltk.org/. Accessed 14 May 2022

  13. LNCS. https://ieeexplore.ieee.org/Xplore/home.jsp. Accessed 20 May 2022

  14. LNCS. https://github.com/puppeteer/puppeteer. Accessed 23 Apr 2022

Golden Set (in order)

  1. LNCS. https://arxiv.org/abs/2110.05352. Accessed 05 May 2022

  2. LNCS. https://dl.acm.org/action/doSearch. Accessed 10 Apr 2022

  3. LNCS. https://ieeexplore.ieee.org/abstract/document/5474848. Accessed 12 May 2022

  4. LNCS. https://ieeexplore.ieee.org/document/9720366. Accessed 12 May 2022

  5. LNCS. https://arxiv.org/abs/2109.12471. Accessed 22 Apr 2022

  6. LNCS. https://www.researchgate.net/publication/221516323_Body_and_mind_A_study_of_avatar_personalization_in_three_virtual_worlds. Accessed 22 Apr 2022

  7. LNCS. https://ieeexplore.ieee.org/document/6980790. Accessed 12 May 2022

  8. LNCS. https://ieeexplore.ieee.org/document/4578324. Accessed 12 May 2022

  9. LNCS. https://dl.acm.org/10.1145/2617841.2617846. Accessed 23 Apr 2022

  10. LNCS. https://ieeexplore.ieee.org/abstract/document/6337437. Accessed 12 Mar 2022

  11. LNCS. https://dl.acm.org/10.1145/3483529.3483660. Accessed 23 Apr 2022

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Correspondence to Vladimir Barros de Souza .

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de Souza, V.B., de Andrade, R.C., da Silva, T.C. (2023). NLP Applied to Systematic Review: Case Study for the Creation of a Golden Set for the Metaverse. In: Arai, K. (eds) Advances in Information and Communication. FICC 2023. Lecture Notes in Networks and Systems, vol 651. Springer, Cham. https://doi.org/10.1007/978-3-031-28076-4_32

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