<div class="csl-bib-body">
<div class="csl-entry">Kleber, F. (2023, August 31). <i>Data enrichment using AI</i> [Conference Presentation]. Semantic Web und materielle Kultur, Krems, Austria.</div>
</div>
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dc.identifier.uri
http://hdl.handle.net/20.500.12708/190255
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dc.description.abstract
The contents of cultural heritage represent a largely untapped treasure, which in the analog age was
accessible only to a limited group of people or existed within their awareness. However, due to the
ongoing digital transformation, numerous barriers are being dismantled in terms of accessibility,
evaluation, and utilization. Through the utilization of cutting-edge AI-based technologies, it
becomes feasible to meticulously visualize these contents, extract and analyze embedded
information, and ultimately interconnect them as desired. Previously relevant factors such as foreign
languages and handwritings are now rendered insignificant, as technology can proficiently recognize
and translate these elements (e.g., translation, HTR, image recognition), thereby converting them
into comprehensible data – resulting in the Big Data of the past.
Standard AI methodologies offer several avenues for enrichment and exploration, including
Handwritten Text Recognition, Symbol Recognition, Image Similarity Search, generating captions
from images (utilizing CLIP – Contrastive Language-Image Pre-Training), and applying ChatGPT to
textual content descriptions.
The objective of this discourse is to delve into the application and potential of AI within the realm of
cultural heritage systems.
en
dc.language.iso
en
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dc.subject
Cultural Heritage
en
dc.subject
Artificial Intelligence
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dc.subject
Handwritten Text Recognition
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dc.subject
Image Retrieval
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dc.title
Data enrichment using AI
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dc.type
Presentation
en
dc.type
Vortrag
de
dc.type.category
Conference Presentation
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tuw.publication.invited
invited
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tuw.researchTopic.id
I5
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tuw.researchTopic.name
Visual Computing and Human-Centered Technology
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tuw.researchTopic.value
100
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tuw.publication.orgunit
E193-01 - Forschungsbereich Computer Vision
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tuw.author.orcid
0000-0001-8351-5066
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tuw.event.name
Semantic Web und materielle Kultur
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tuw.event.startdate
31-08-2023
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tuw.event.enddate
31-08-2023
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tuw.event.online
On Site
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tuw.event.type
Event for scientific audience
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tuw.event.place
Krems
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tuw.event.country
AT
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tuw.event.presenter
Kleber, Florian
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wb.sciencebranch
Informatik
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wb.sciencebranch
Mathematik
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wb.sciencebranch.oefos
1020
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wb.sciencebranch.oefos
1010
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wb.sciencebranch.value
90
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wb.sciencebranch.value
10
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item.grantfulltext
none
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item.cerifentitytype
Publications
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item.openairecristype
http://purl.org/coar/resource_type/c_18cp
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item.languageiso639-1
en
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item.openairetype
conference paper not in proceedings
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item.fulltext
no Fulltext
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crisitem.author.dept
E193-01 - Forschungsbereich Computer Vision
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crisitem.author.orcid
0000-0001-8351-5066
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crisitem.author.parentorg
E193 - Institut für Visual Computing and Human-Centered Technology