| 书目名称 | Mapping Digital Skills in Cultural and Creative Industries in Italy |
| 副标题 | A Natural Language P |
| 编辑 | Massimiliano Nuccio,Sofia Mogno |
| 视频video | |
| 概述 | Provides a map of knowledge, skills and competencies in cultural and creative industries.Uses an NLP approach together with an alogrithm trained on ESCO classification.Helps with skills-gap analysis |
| 丛书名称 | Contributions to Management Science |
| 图书封面 |  |
| 描述 | .Digital transformation has profoundly affected organizations and value chains in cultural production at the global level. The volume focuses on this change by looking at the knowledge, skills, and competencies (KSC) of the labor force in the cultural and creative industries (CCI) in Italy. The contribution of the research is twofold. On the one hand, the book offers a detailed map of the KSC of creative and cultural professions and workers, on the other hand, it identifies relevant gaps between supply and demand across different cultural sub-sectors and typologies of workers...The study adopts an original methodology that implements a Natural Language Processing (NLP) approach to the analysis of education, experiences, and accomplishments contained in CVs. The result of the mapping exercise based on the algorithm shows how managerial and digital skills are increasingly crucial in the CCI in combination with creative skills. The Italian labor market in these industries seems characterized not only by a growing symbiosis between creative, digital, and managerial KSC but also by a convergence of CCI sub-sectors, whose boundaries get increasingly blurred and permeable. Finally, compar |
| 出版日期 | Book 2023 |
| 关键词 | Natural language processing; NLP approach; Knowledge, skills and competences; Italy; ESCO taxonomy; ATECO |
| 版次 | 1 |
| doi | https://doi.org/10.1007/978-3-031-26867-0 |
| isbn_softcover | 978-3-031-27752-8 |
| isbn_ebook | 978-3-031-26867-0Series ISSN 1431-1941 Series E-ISSN 2197-716X |
| issn_series | 1431-1941 |
| copyright | The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl |
发表于 2025-3-21 18:53:50
