An Approach for Generating and Semantically Enriching Dataset Profiles

Natacha Targino, Damires Souza, Ana Carolina Salgado

Abstract

The identification of appropriate datasets on the Web for a given task is still a challenge. To help matters, metadata describing datasets can be provided. It is possible to make these metadata available through a Dataset Profile (DSP). In this light, this work presents an approach which generates a DSP composed by descriptive, structural and quality metadata. The DSP is enriched by semantically referencing the provided metadata and by means of some new metadata, such as the dataset domain and some quality metadata, e.g. comprehensibility and processability. In order to evaluate the proposed approach, a prototype has been developed and some experiments have been accomplished.

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Paper Citation


in Harvard Style

Targino N., Souza D. and Salgado A. (2018). An Approach for Generating and Semantically Enriching Dataset Profiles.In Proceedings of the 14th International Conference on Web Information Systems and Technologies - Volume 1: WEBIST, ISBN 978-989-758-324-7, pages 90-101. DOI: 10.5220/0007187400900101


in Bibtex Style

@conference{webist18,
author={Natacha Targino and Damires Souza and Ana Carolina Salgado},
title={An Approach for Generating and Semantically Enriching Dataset Profiles},
booktitle={Proceedings of the 14th International Conference on Web Information Systems and Technologies - Volume 1: WEBIST,},
year={2018},
pages={90-101},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0007187400900101},
isbn={978-989-758-324-7},
}


in EndNote Style

TY - CONF

JO - Proceedings of the 14th International Conference on Web Information Systems and Technologies - Volume 1: WEBIST,
TI - An Approach for Generating and Semantically Enriching Dataset Profiles
SN - 978-989-758-324-7
AU - Targino N.
AU - Souza D.
AU - Salgado A.
PY - 2018
SP - 90
EP - 101
DO - 10.5220/0007187400900101