Chapter A statistical information system in support of job policies orientation
A significant problem for labour market policies relies on the individuation of the most advisable skills to have and to enhance through focused training offers. Vocational training systems and institutions are called to answer the question posed by every person looking for a new job or professional...
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| Egile Nagusiak: | , , , , |
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| Formatua: | Online |
| Hizkuntza: | ingelesa |
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Firenze University Press
2022
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| Gaiak: | |
| Sarrera elektronikoa: | ONIX_20220915_9788855184618_15 |
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Etiketarik gabe, Izan zaitez lehena erregistro honi etiketa jartzen!
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| _version_ | 1869516924693512192 |
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| author | Martelli, Cristina Kahlawi, Adham Giambona, Francesca Buzzigoli, Lucia Grassini, Laura |
| author_browse | Buzzigoli, Lucia Giambona, Francesca Grassini, Laura Kahlawi, Adham Martelli, Cristina |
| author_facet | Martelli, Cristina Kahlawi, Adham Giambona, Francesca Buzzigoli, Lucia Grassini, Laura |
| author_sort | Martelli, Cristina |
| collection | Directory of Open Access Books |
| description | A significant problem for labour market policies relies on the individuation of the most advisable skills to have and to enhance through focused training offers. Vocational training systems and institutions are called to answer the question posed by every person looking for a new job or professional opportunities: which are the skills-to-have to enhance the professional profile? Many efforts have been made to answer this question, mainly designing predictive models; however, these models are often limited to specific economic sectors and usually don’t adopt a country-specific perspective. This paper proposes a recommendation system oriented to specific users: once that the user has described his/her skills profile, the system suggests the skills that, once got, will fit with the most frequent job vacancies. In this proposal perspective, the skills are proposed regardless of the economic sector, and they are compatible with the characteristics of the specific country labour market. In this contribution, we will focus on the Italian market; the recommendation system is based on the job ads published by Italian companies on various websites for both 2019 and 2020 after the skills required for each job offer have been mapped to one of the skills presented in the classification of European Skills/ competence, qualifications ad Occupations (ESCO). |
| format | Online |
| id | doab-20.500.12854ir-92296 |
| institution | Directory of Open Access Books |
| language | eng |
| publishDate | 2022 |
| publishDateRange | 2022 |
| publishDateSort | 2022 |
| publisher | Firenze University Press |
| publisherStr | Firenze University Press |
| record_format | ojs |
| spelling | doab-20.500.12854ir-922962025-08-13T13:42:29Z Chapter A statistical information system in support of job policies orientation Martelli, Cristina Kahlawi, Adham Giambona, Francesca Buzzigoli, Lucia Grassini, Laura job policies labour market skills recommender recommendation system thema EDItEUR::J Society and Social Sciences::JH Sociology and anthropology::JHB Sociology::JHBC Social research and statistics thema EDItEUR::J Society and Social Sciences::JH Sociology and anthropology::JHB Sociology::JHBC Social research and statistics A significant problem for labour market policies relies on the individuation of the most advisable skills to have and to enhance through focused training offers. Vocational training systems and institutions are called to answer the question posed by every person looking for a new job or professional opportunities: which are the skills-to-have to enhance the professional profile? Many efforts have been made to answer this question, mainly designing predictive models; however, these models are often limited to specific economic sectors and usually don’t adopt a country-specific perspective. This paper proposes a recommendation system oriented to specific users: once that the user has described his/her skills profile, the system suggests the skills that, once got, will fit with the most frequent job vacancies. In this proposal perspective, the skills are proposed regardless of the economic sector, and they are compatible with the characteristics of the specific country labour market. In this contribution, we will focus on the Italian market; the recommendation system is based on the job ads published by Italian companies on various websites for both 2019 and 2020 after the skills required for each job offer have been mapped to one of the skills presented in the classification of European Skills/ competence, qualifications ad Occupations (ESCO). 2022-09-22T04:10:06Z 2022-09-22T04:10:06Z 2022-09-15T20:05:34Z 2021 chapter ONIX_20220915_9788855184618_15 2704-5846 https://library.oapen.org/handle/20.500.12657/58219 9788855184618 https://directory.doabooks.org/handle/20.500.12854/92296 eng Proceedings e report open access image/jpeg image/jpeg Attribution 4.0 International Attribution 4.0 International https://library.oapen.org/bitstream/20.500.12657/58219/1/978-88-5518-461-8_25.pdf https://library.oapen.org/bitstream/20.500.12657/58219/1/978-88-5518-461-8_25.pdf Firenze University Press 10.36253/978-88-5518-461-8.25 10.36253/978-88-5518-461-8.25 2ec4474d-93b1-4cfa-b313-9c6019b51b1a 9788855184618 5 Florence open access |
| spellingShingle | job policies labour market skills recommender recommendation system thema EDItEUR::J Society and Social Sciences::JH Sociology and anthropology::JHB Sociology::JHBC Social research and statistics thema EDItEUR::J Society and Social Sciences::JH Sociology and anthropology::JHB Sociology::JHBC Social research and statistics Martelli, Cristina Kahlawi, Adham Giambona, Francesca Buzzigoli, Lucia Grassini, Laura Chapter A statistical information system in support of job policies orientation |
| title | Chapter A statistical information system in support of job policies orientation |
| title_full | Chapter A statistical information system in support of job policies orientation |
| title_fullStr | Chapter A statistical information system in support of job policies orientation |
| title_full_unstemmed | Chapter A statistical information system in support of job policies orientation |
| title_short | Chapter A statistical information system in support of job policies orientation |
| title_sort | chapter a statistical information system in support of job policies orientation |
| topic | job policies labour market skills recommender recommendation system thema EDItEUR::J Society and Social Sciences::JH Sociology and anthropology::JHB Sociology::JHBC Social research and statistics thema EDItEUR::J Society and Social Sciences::JH Sociology and anthropology::JHB Sociology::JHBC Social research and statistics |
| topic_facet | job policies labour market skills recommender recommendation system thema EDItEUR::J Society and Social Sciences::JH Sociology and anthropology::JHB Sociology::JHBC Social research and statistics thema EDItEUR::J Society and Social Sciences::JH Sociology and anthropology::JHB Sociology::JHBC Social research and statistics |
| url | ONIX_20220915_9788855184618_15 |
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