Neutrosophic Analysis of the Cultural Impact of the Pinkullo in Llata: Integrating ChatGPT and fsQCA
This study explores the cultural impact of the Pinkullo, a traditional Andean aerophone, on the community of Llata, Peru, through an innovative approach that integrates neutrosophic set theory with computational methods. By employing fuzzy-set Qualitative Comparative Analysis (fsQCA) and a novel app...
Saved in:
| Main Authors: | , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
University of New Mexico
2025-04-01
|
| Series: | Neutrosophic Sets and Systems |
| Subjects: | |
| Online Access: | https://fs.unm.edu/NSS/28CulturalImpact.pdf |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1849224339342229504 |
|---|---|
| author | Fredy Romulo Marcellini Morales Betty Leon Trujillo Esio Ocana Igarza Roberto Carlos Cardenas Viviano |
| author_facet | Fredy Romulo Marcellini Morales Betty Leon Trujillo Esio Ocana Igarza Roberto Carlos Cardenas Viviano |
| author_sort | Fredy Romulo Marcellini Morales |
| collection | DOAJ |
| description | This study explores the cultural impact of the Pinkullo, a traditional Andean aerophone, on the community of Llata, Peru, through an innovative approach that integrates neutrosophic set theory with computational methods. By employing fuzzy-set Qualitative Comparative Analysis (fsQCA) and a novel application of ChatGPT for neutrosophic sentiment analysis, the research investigates the complex interplay between the Pinkullo and various aspects of community life, including cultural participation, social impact, and cultural preservation. Textual data collected from surveys was analyzed using the "ChatGPT Constructor" add-on in Orange Data Mining to generate neutrosophic scores, representing the truth, indeterminacy, and falsity of expressed sentiments towards the Pinkullo. These scores were then fuzzified and incorporated into the fsQCA to identify the key configurations of factors that contribute to a high degree of cultural participation. The findings reveal that a positive sentiment towards the Pinkullo, combined with its perceived social impact and role in cultural preservation, constitutes a crucial pathway for fostering cultural engagement. This research not only provides valuable insights into the enduring significance of the Pinkullo in Llata but also demonstrates the potential of integrating large language models and neutrosophic logic to analyze complex cultural phenomena, paving the way for new interdisciplinary approaches in the study of cultural heritage.. |
| format | Article |
| id | doaj-art-08b85e47e0c24da9a97eeeab71a572fe |
| institution | Kabale University |
| issn | 2331-6055 2331-608X |
| language | English |
| publishDate | 2025-04-01 |
| publisher | University of New Mexico |
| record_format | Article |
| series | Neutrosophic Sets and Systems |
| spelling | doaj-art-08b85e47e0c24da9a97eeeab71a572fe2025-08-25T10:22:06ZengUniversity of New MexicoNeutrosophic Sets and Systems2331-60552331-608X2025-04-018049650610.5281/zenodo.14720559Neutrosophic Analysis of the Cultural Impact of the Pinkullo in Llata: Integrating ChatGPT and fsQCAFredy Romulo Marcellini MoralesBetty Leon TrujilloEsio Ocana IgarzaRoberto Carlos Cardenas VivianoThis study explores the cultural impact of the Pinkullo, a traditional Andean aerophone, on the community of Llata, Peru, through an innovative approach that integrates neutrosophic set theory with computational methods. By employing fuzzy-set Qualitative Comparative Analysis (fsQCA) and a novel application of ChatGPT for neutrosophic sentiment analysis, the research investigates the complex interplay between the Pinkullo and various aspects of community life, including cultural participation, social impact, and cultural preservation. Textual data collected from surveys was analyzed using the "ChatGPT Constructor" add-on in Orange Data Mining to generate neutrosophic scores, representing the truth, indeterminacy, and falsity of expressed sentiments towards the Pinkullo. These scores were then fuzzified and incorporated into the fsQCA to identify the key configurations of factors that contribute to a high degree of cultural participation. The findings reveal that a positive sentiment towards the Pinkullo, combined with its perceived social impact and role in cultural preservation, constitutes a crucial pathway for fostering cultural engagement. This research not only provides valuable insights into the enduring significance of the Pinkullo in Llata but also demonstrates the potential of integrating large language models and neutrosophic logic to analyze complex cultural phenomena, paving the way for new interdisciplinary approaches in the study of cultural heritage.. https://fs.unm.edu/NSS/28CulturalImpact.pdfpinkulloneutrosophic analysiscultural impactchatgptfsqca |
| spellingShingle | Fredy Romulo Marcellini Morales Betty Leon Trujillo Esio Ocana Igarza Roberto Carlos Cardenas Viviano Neutrosophic Analysis of the Cultural Impact of the Pinkullo in Llata: Integrating ChatGPT and fsQCA Neutrosophic Sets and Systems pinkullo neutrosophic analysis cultural impact chatgpt fsqca |
| title | Neutrosophic Analysis of the Cultural Impact of the Pinkullo in Llata: Integrating ChatGPT and fsQCA |
| title_full | Neutrosophic Analysis of the Cultural Impact of the Pinkullo in Llata: Integrating ChatGPT and fsQCA |
| title_fullStr | Neutrosophic Analysis of the Cultural Impact of the Pinkullo in Llata: Integrating ChatGPT and fsQCA |
| title_full_unstemmed | Neutrosophic Analysis of the Cultural Impact of the Pinkullo in Llata: Integrating ChatGPT and fsQCA |
| title_short | Neutrosophic Analysis of the Cultural Impact of the Pinkullo in Llata: Integrating ChatGPT and fsQCA |
| title_sort | neutrosophic analysis of the cultural impact of the pinkullo in llata integrating chatgpt and fsqca |
| topic | pinkullo neutrosophic analysis cultural impact chatgpt fsqca |
| url | https://fs.unm.edu/NSS/28CulturalImpact.pdf |
| work_keys_str_mv | AT fredyromulomarcellinimorales neutrosophicanalysisoftheculturalimpactofthepinkulloinllataintegratingchatgptandfsqca AT bettyleontrujillo neutrosophicanalysisoftheculturalimpactofthepinkulloinllataintegratingchatgptandfsqca AT esioocanaigarza neutrosophicanalysisoftheculturalimpactofthepinkulloinllataintegratingchatgptandfsqca AT robertocarloscardenasviviano neutrosophicanalysisoftheculturalimpactofthepinkulloinllataintegratingchatgptandfsqca |