Some Reflections on the Interface between Professional Machine Translation Literacy and Data Literacy

Due to the widespread use of data-driven neural machine translation, both by professional translators and layperson users, an adequate machine translation literacy on the part of the users of this technology is becoming more and more important. At the same time, the increasing datafication of both t...

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Main Author: Ralph Krüger
Format: Article
Language:English
Published: Nicolas Turenne 2023-01-01
Series:Journal of Data Mining and Digital Humanities
Subjects:
Online Access:https://jdmdh.episciences.org/9045/pdf
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author Ralph Krüger
author_facet Ralph Krüger
author_sort Ralph Krüger
collection DOAJ
description Due to the widespread use of data-driven neural machine translation, both by professional translators and layperson users, an adequate machine translation literacy on the part of the users of this technology is becoming more and more important. At the same time, the increasing datafication of both the private and the business sphere requires an adequate data literacy in modern society. The present article takes a closer look at machine translation literacy and data literacy and investigates the interface between the two concepts. This is done to lay the preliminary theoretical foundations for a didactic project aiming to develop didactic resources for teaching data literacy in its machine translation-specific form to students of BA programmes in translation/specialised communication.
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spelling doaj.art-786e192a73be49649c29792d3a8233b02024-03-07T16:16:29ZengNicolas TurenneJournal of Data Mining and Digital Humanities2416-59992023-01-01Towards robotic translation?IV. Challenges for...10.46298/jdmdh.90459045Some Reflections on the Interface between Professional Machine Translation Literacy and Data LiteracyRalph Krüger0https://orcid.org/0000-0002-1009-3365Technische Hochschule KölnDue to the widespread use of data-driven neural machine translation, both by professional translators and layperson users, an adequate machine translation literacy on the part of the users of this technology is becoming more and more important. At the same time, the increasing datafication of both the private and the business sphere requires an adequate data literacy in modern society. The present article takes a closer look at machine translation literacy and data literacy and investigates the interface between the two concepts. This is done to lay the preliminary theoretical foundations for a didactic project aiming to develop didactic resources for teaching data literacy in its machine translation-specific form to students of BA programmes in translation/specialised communication.https://jdmdh.episciences.org/9045/pdfdigitisationdataficationtranslation industryneural machine translationmachine translation literacydata literacy[info.info-cl]computer science [cs]/computation and language [cs.cl]
spellingShingle Ralph Krüger
Some Reflections on the Interface between Professional Machine Translation Literacy and Data Literacy
Journal of Data Mining and Digital Humanities
digitisation
datafication
translation industry
neural machine translation
machine translation literacy
data literacy
[info.info-cl]computer science [cs]/computation and language [cs.cl]
title Some Reflections on the Interface between Professional Machine Translation Literacy and Data Literacy
title_full Some Reflections on the Interface between Professional Machine Translation Literacy and Data Literacy
title_fullStr Some Reflections on the Interface between Professional Machine Translation Literacy and Data Literacy
title_full_unstemmed Some Reflections on the Interface between Professional Machine Translation Literacy and Data Literacy
title_short Some Reflections on the Interface between Professional Machine Translation Literacy and Data Literacy
title_sort some reflections on the interface between professional machine translation literacy and data literacy
topic digitisation
datafication
translation industry
neural machine translation
machine translation literacy
data literacy
[info.info-cl]computer science [cs]/computation and language [cs.cl]
url https://jdmdh.episciences.org/9045/pdf
work_keys_str_mv AT ralphkruger somereflectionsontheinterfacebetweenprofessionalmachinetranslationliteracyanddataliteracy