Publication
Data analysis of workplace accidents - a case study
| dc.contributor.author | Sena, Inês | |
| dc.contributor.author | Braun, João | |
| dc.contributor.author | Pereira, Ana I. | |
| dc.date.accessioned | 2022-04-05T14:15:08Z | |
| dc.date.available | 2022-04-05T14:15:08Z | |
| dc.date.issued | 2021 | |
| dc.description.abstract | The welfare and safety of the employees of an enterprise is a great concern and priority in a responsible and successful organization. The identification of patterns of work-related accidents is important to reduce and prevent further mishaps and injuries. To improve the safety of the work environment, accidents related data must be analyzed to identify the possible risk factors and their effects on the type of accident and its level of severity. Thus, data related to workplace accidents in fishmonger stores were collected from a Portuguese retail company where it was analyzed with statistical, clustering, and classification techniques to identify potential underlying correlation and patterns between the data, and in this way, collecting important information to prevent future accident or lesions. | pt_PT |
| dc.description.sponsorship | This work has also been supported by FCT - Fundação para a Ciência e Tecnologia within the Project Scope UIDB/05757/2020 and project iSafety supported by Norte 2020 n. 072598. The project that gave rise to these results received the support of a fellowship from “la Caixa” Foundation (ID 100010434). The fellowship code is LCF/BQ/DI20/11780028. | pt_PT |
| dc.description.version | info:eu-repo/semantics/publishedVersion | pt_PT |
| dc.identifier.citation | Sena, Inês P.; Braun, João; Pereira, Ana I. (2021). Data analysis of workplace accidents - a case study. In Pereira, Ana I.; Fernandes, Florbela P.; Coelho, João Paulo; Teixeira, João Paulo; Pacheco, Maria F.; Alves, Paulo; Lopes, Rui Pedro (Eds.) Optimization, learning algorithms and applications: first International Conference, OL2A 2021. Cham: Springer Nature. p. 571-586. ISBN 978-3-030-91884-2 | pt_PT |
| dc.identifier.doi | 10.1007/978-3-030-91885-9_42 | pt_PT |
| dc.identifier.issn | 978-3-030-91884-2 | |
| dc.identifier.uri | http://hdl.handle.net/10198/25350 | |
| dc.language.iso | eng | pt_PT |
| dc.peerreviewed | yes | pt_PT |
| dc.publisher | Springer Nature | pt_PT |
| dc.relation | Research Centre in Digitalization and Intelligent Robotics | |
| dc.rights.uri | http://creativecommons.org/licenses/by/4.0/ | pt_PT |
| dc.subject | Workplace accidents | pt_PT |
| dc.subject | Data mining | pt_PT |
| dc.subject | Clustering | pt_PT |
| dc.subject | Classification | pt_PT |
| dc.title | Data analysis of workplace accidents - a case study | pt_PT |
| dc.type | conference object | |
| dspace.entity.type | Publication | |
| oaire.awardTitle | Research Centre in Digitalization and Intelligent Robotics | |
| oaire.awardURI | info:eu-repo/grantAgreement/FCT/6817 - DCRRNI ID/UIDB%2F05757%2F2020/PT | |
| oaire.citation.conferencePlace | Bragança | pt_PT |
| oaire.citation.endPage | 586 | pt_PT |
| oaire.citation.startPage | 571 | pt_PT |
| oaire.citation.title | Optimization, learning algorithms and applications: first International Conference, OL2A 2021 | pt_PT |
| oaire.citation.volume | 1488 | pt_PT |
| oaire.fundingStream | 6817 - DCRRNI ID | |
| person.familyName | Sena | |
| person.familyName | Braun Neto | |
| person.familyName | Pereira | |
| person.givenName | Inês | |
| person.givenName | João Afonso | |
| person.givenName | Ana I. | |
| person.identifier.ciencia-id | DC10-817D-21B5 | |
| person.identifier.ciencia-id | BF13-D66B-7D08 | |
| person.identifier.ciencia-id | 0716-B7C2-93E4 | |
| person.identifier.orcid | 0000-0003-4995-4799 | |
| person.identifier.orcid | 0000-0003-0276-4314 | |
| person.identifier.orcid | 0000-0003-3803-2043 | |
| person.identifier.rid | F-3168-2010 | |
| person.identifier.scopus-author-id | 57222722951 | |
| person.identifier.scopus-author-id | 57211244317 | |
| person.identifier.scopus-author-id | 15071961600 | |
| project.funder.identifier | http://doi.org/10.13039/501100001871 | |
| project.funder.name | Fundação para a Ciência e a Tecnologia | |
| rcaap.rights | restrictedAccess | pt_PT |
| rcaap.type | conferenceObject | pt_PT |
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