2019
DOI: 10.6017/ital.v38i4.11101
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From Digital Library to Open Datasets

Abstract: This article discusses the burgeoning “collections as data” movement within the fields of digital libraries and digital humanities. Faculty at the University of Utah’s Marriott Library are developing a collections as data strategy by leveraging existing Digital Library and Digital Matters programs. By selecting various digital collections, small- and large-scale approaches to developing open datasets are explored. Five case studies chronicling this strategy are reviewed, along with testing the datasets using v… Show more

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Cited by 10 publications
(7 citation statements)
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References 4 publications
(3 reference statements)
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“…The traditional utilization of digital library collections needs to be broadened by making computation-ready collections meant to be used and consumed in multiple domains. 94 An effort was made by researchers to digitize and archive a digital repository of images and convert them to PDF/A documents but, unfortunately, the researchers came up with limited semantics as they did not consider the elements within the documents themselves. 95 The accessibility of these converted documents may be compromised with these limited semantics.…”
Section: Accessibility Of Digital Library Collectionmentioning
confidence: 99%
See 1 more Smart Citation
“…The traditional utilization of digital library collections needs to be broadened by making computation-ready collections meant to be used and consumed in multiple domains. 94 An effort was made by researchers to digitize and archive a digital repository of images and convert them to PDF/A documents but, unfortunately, the researchers came up with limited semantics as they did not consider the elements within the documents themselves. 95 The accessibility of these converted documents may be compromised with these limited semantics.…”
Section: Accessibility Of Digital Library Collectionmentioning
confidence: 99%
“…11 The traditional usage of a digital library makes a canned or routine utilization of its collections, which may be broadened by making computational ready collections. 12 The accessibility of these documents will help in knowledge dissemination to blind and visually impaired people.…”
Section: Introductionmentioning
confidence: 99%
“…In addition, some publications are focused on the development of machine actionable collections from several digital collections providing case studies to test digital humanities methods such as text mining, topic modeling and GIS (Geographic Information System). 24 Furthermore, machine actionable datasets 27 Other approaches are based on data visualizations including graphs, charts and maps in order to help users better understand the scope and coverage of Chronicling America. 28 Cultural changes and innovation in collections are transforming GLAM institutions in research centres.…”
Section: Overviewmentioning
confidence: 99%
“…Following these practices, many institutions such as the Royal Danish Library [23] in Denmark provide prototypes based on digital methods including topic modelling, artificial intelligence, machine learning, and exploration and visualisation tools. In addition, some publications are focused on the development of machine actionable collections from several digital collections providing case studies to test digital humanity methods such as text mining, topic modelling and GIS (Geographic Information System) [24]. Furthermore, machine actionable data sets combined with Jupyter Notebooks [25] provide transparent, collaborative, reproducible and reusable data analyses.…”
Section: Related Work 21 Overviewmentioning
confidence: 99%
“…Digital products can be digital books or scientific articles from online journals, but they can also take the form of conference results and repositories which are maintained in a digital library as has been done in Ukraine [6]. In addition to hosting collections of objects in digital form, the existence of digital libraries is also used to develop existing research, namely the humanities in digital form as is done in China [7] and America [8].…”
Section: Introductionmentioning
confidence: 99%