Machine translation implementation among language service providers in Spain

This article presents a mixed methods study on the implementation of machine translation (MT) and post-editing (PE) among Spanish language service providers and the methodology used. In the first phase, questionnaires were used to collect quantitative data about each business's profile and the...

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Detalhes bibliográficos
Autores: Presas Corbella, Maria Lluïsa|||0000-0002-5131-9850, Cid-Leal, Pilar|||0000-0001-9820-7541, Torres-Hostench, Olga|||0000-0003-1525-0304
Formato: artículo
Fecha de publicación:2016
País:España
Recursos:Universitat Autònoma de Barcelona
Repositorio:Dipòsit Digital de Documents de la UAB
Idioma:inglés
OAI Identifier:oai:ddd.uab.cat:176378
Acesso em linha:https://ddd.uab.cat/record/176378
https://dx.doi.org/urn:doi:10.1558/jrds.30331
Access Level:acceso abierto
Palavra-chave:Translation studies
Machine translation
Post-editing
Language service providers
Mixed methods research
Descrição
Resumo:This article presents a mixed methods study on the implementation of machine translation (MT) and post-editing (PE) among Spanish language service providers and the methodology used. In the first phase, questionnaires were used to collect quantitative data about each business's profile and the proportion of businesses using MT and PE. In the next phase, a focus group session was used to collect qualitative data to complement the quantitative results and understand businesses' motivations and the procedures followed to adopt (or not adopt) an MT system. The results of the two phases are presented separately and then integrated in the discussion. This sequence does not imply the primacy of quantitative data; in fact, both types of data contribute equally to an understanding of the studied phenomenon. The quantitative results show that 47.3% of Spanish language service providers covered by the study use MT and that 45.5% of these use MT in only 10% of their total projects. The qualitative results reveal that the decision to implement an MT system depends on multiple factors: the business's economic capacity, technological capacity and the knowledge and attitude of the business's human resources.