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TRIPLE Deliverable: D2.5 - Report on Data Enrichment

Authors: De Santis, Luca;

TRIPLE Deliverable: D2.5 - Report on Data Enrichment

Abstract

In this deliverable, the strategies for data enrichment in TRIPLE are presented. Through the Core Pipeline, named SCRE, metadata regarding publications and projects for the Social Sciences and Humanities are automatically harvested, mapped in the TRIPLE data model, curated, enriched and finally saved in the GoTriple platform’s indexes. The document starts by presenting the ways SCRE imports publications metadata from OAI-PMH endpoints, OpenAIRE and Isidore data dumps. This reflects the strategies for integrating content which was planned in the project. On the one hand, OAI-PMH is a well-known and established standard for content harvesting: many data providers, especially those of small dimension, support it, facilitating therefore their onboarding in GoTriple. The support for OpenAIRE and Isidore, on the other hand, responds to the wish to also harvest data from large aggregators, a strategy that allowed GoTriple to quickly present a significant amount of publications in its index (more than 4 million at the time of writing). Then the normalisation strategies applied to the acquired metadata are described. By analysing the first batches of acquired data, it has been decided to define the rules to normalise and clean the attributes for the following metadata: publication date, language codes, keywords, document types, licences, access rights and authors’ names. In the document, the definition of controlled vocabularies for some of these attributes is also presented. Then enrichment services are explained, including language recognition, translation, automatic classification and annotation. The services to detect duplicate publications and to disambiguate authors are also discussed, followed by the presentation of the acquisition and processing of project metadata Some final remarks on the data enrichment process, including the difficulties that have been faced and solved, conclude the document.

The TRIPLE project (https://project.gotriple.eu/), which is financed under the Horizon 2020 framework https://cordis.europa.eu/project/id/863420), under Grant Agreement No. 863420, with approx. 5.6 million Euros for a duration of 42 months (2019-2023). The content of this deliverable reflects only TRIPLE's view and the Commission is not responsible for any use that may be made of the information it contains. --- At the heart of the project is the development of the GoTriple platform (https://www.gotriple.eu/), an innovative multilingual and multicultural discovery solution.

Keywords

Metdata, Open Science, TRIPLE, OPERAS, Data enrichment, SSH

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download
selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
views
OpenAIRE UsageCountsViews provided by UsageCounts
downloads
OpenAIRE UsageCountsDownloads provided by UsageCounts
0
Average
Average
Average
179
123
Green