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2020 | OriginalPaper | Buchkapitel

Defining a Master Data Management Approach for Increasing Open Data Understandability

verfasst von : Susana Cadena-Vela, Jose-Norberto Mazón, Andrés Fuster-Guilló

Erschienen in: On the Move to Meaningful Internet Systems: OTM 2019 Workshops

Verlag: Springer International Publishing

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Abstract

Reusing open data is an opportunity for eSociety to create value through the development of novel data-intensive IT services and products. However, reusing open data is hampered by lack of data understandability. Actually, accessing open data requires additional information (i.e., metadata) that describes its content in order to make it understandable: if open data is misinterpreted ambiguities and misunderstandings will discourage eSociety for reusing it. In addition, services and products created by using incomprehensible open data may not generate enough confidence in potential users, thus becoming unsuccessful. Unfortunately, in order to improve the comprehensibility of the data, current proposals focus on creating metadata when open data is being published, thus overlooking metadata coming from data sources. In order to overcome this gap, our research proposes a framework to consider data sources metadata within a Master Data Management approach in order to improve understandability of the corresponding (shortly published) open data.

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Literatur
1.
Zurück zum Zitat Reis, J.R., Viterbo, J., Bernardini, F.: A rationale for data governance as an approach to tackle recurrent drawbacks in open data portals. In: Proceedings of the 19th Annual International Conference on Digital Government Research: Governance in the Data Age, pp. 73:1–73:9 (2018) Reis, J.R., Viterbo, J., Bernardini, F.: A rationale for data governance as an approach to tackle recurrent drawbacks in open data portals. In: Proceedings of the 19th Annual International Conference on Digital Government Research: Governance in the Data Age, pp. 73:1–73:9 (2018)
2.
Zurück zum Zitat Zuiderwijk, A., Helbig, N., Gil-García, J.R., Janssen, M.: Special issue on innovation through open data: a review of the state-of-the-art and an emerging research agenda: guest editors’ introduction. J. Theor. Appl. Electron. Commer. Res. 9(2), 1–8 (2014)CrossRef Zuiderwijk, A., Helbig, N., Gil-García, J.R., Janssen, M.: Special issue on innovation through open data: a review of the state-of-the-art and an emerging research agenda: guest editors’ introduction. J. Theor. Appl. Electron. Commer. Res. 9(2), 1–8 (2014)CrossRef
3.
Zurück zum Zitat Benitez, F., Comber, A., Huerta, J.: Improve the reusability of open How much data is generated every minute? (2018) Benitez, F., Comber, A., Huerta, J.: Improve the reusability of open How much data is generated every minute? (2018)
4.
Zurück zum Zitat ISO: International Standard Iso ISO/IEC 25024, 2015, vol. 2015 (2013) ISO: International Standard Iso ISO/IEC 25024, 2015, vol. 2015 (2013)
5.
Zurück zum Zitat Kubler, S., Robert, J., Le Traon, Y., Umbrich, J., Neumaier, S.: Open data portal quality comparison using AHP. In: Proceedings of the 17th International Digital Government Research Conference on Digital Government Research, pp. 397–407 (2016) Kubler, S., Robert, J., Le Traon, Y., Umbrich, J., Neumaier, S.: Open data portal quality comparison using AHP. In: Proceedings of the 17th International Digital Government Research Conference on Digital Government Research, pp. 397–407 (2016)
6.
Zurück zum Zitat Heinrich, B., Klier, M., Schiller, A., Wagner, G.: Assessing data quality – a probability-based metric for semantic consistency. Decis. Support Syst. 110, 95–106 (2018)CrossRef Heinrich, B., Klier, M., Schiller, A., Wagner, G.: Assessing data quality – a probability-based metric for semantic consistency. Decis. Support Syst. 110, 95–106 (2018)CrossRef
7.
Zurück zum Zitat Umbrich, J., Neumaier, S., Polleres, A.: Quality assessment and evolution of open data portals. In: Proceedings of 2015 International Conference Future Internet Things Cloud, FiCloud 2015, 2015 International Conference Open Big Data, OBD 2015, pp. 404–411 (2015) Umbrich, J., Neumaier, S., Polleres, A.: Quality assessment and evolution of open data portals. In: Proceedings of 2015 International Conference Future Internet Things Cloud, FiCloud 2015, 2015 International Conference Open Big Data, OBD 2015, pp. 404–411 (2015)
8.
Zurück zum Zitat Sadiq, S., Indulska, M.: Open data: quality over quantity. Int. J. Inf. Manag. 37(3), 150–154 (2017)CrossRef Sadiq, S., Indulska, M.: Open data: quality over quantity. Int. J. Inf. Manag. 37(3), 150–154 (2017)CrossRef
9.
Zurück zum Zitat Kubler, S., Robert, J., Neumaier, S., Umbrich, J., Le Traon, Y.: Comparison of metadata quality in open data portals using the analytic hierarchy process. Gov. Inf. Q. 35(1), 13–29 (2018)CrossRef Kubler, S., Robert, J., Neumaier, S., Umbrich, J., Le Traon, Y.: Comparison of metadata quality in open data portals using the analytic hierarchy process. Gov. Inf. Q. 35(1), 13–29 (2018)CrossRef
10.
Zurück zum Zitat Prieto, A.E., Mazon, J.-N., Lozano-Tello, A.: Framework for prioritization of open data publication: an application to smart cities. IEEE Trans. Emerg. Top. Comput. 6750(c), 1 (2019) Prieto, A.E., Mazon, J.-N., Lozano-Tello, A.: Framework for prioritization of open data publication: an application to smart cities. IEEE Trans. Emerg. Top. Comput. 6750(c), 1 (2019)
11.
Zurück zum Zitat Kassen, M.: A promising phenomenon of open data: a case study of the Chicago open data project. Gov. Inf. Q. 30(4), 508–513 (2013)CrossRef Kassen, M.: A promising phenomenon of open data: a case study of the Chicago open data project. Gov. Inf. Q. 30(4), 508–513 (2013)CrossRef
12.
Zurück zum Zitat Attard, J., Orlandi, F., Scerri, S., Auer, S.: A systematic review of open government data initiatives. Gov. Inf. Q. 32(4), 399–418 (2015)CrossRef Attard, J., Orlandi, F., Scerri, S., Auer, S.: A systematic review of open government data initiatives. Gov. Inf. Q. 32(4), 399–418 (2015)CrossRef
13.
Zurück zum Zitat Missier, P., Belhajjame, K., Cheney, J.: The W3C PROV family of specifications for modelling provenance metadata. In: Proceedings of the 16th International Conference on Extending Database Technology, pp. 773–776 (2013) Missier, P., Belhajjame, K., Cheney, J.: The W3C PROV family of specifications for modelling provenance metadata. In: Proceedings of the 16th International Conference on Extending Database Technology, pp. 773–776 (2013)
14.
Zurück zum Zitat Devarakonda, R., Palanisamy, G., Green, J.M., Wilson, B.E.: Data sharing and retrieval using OAI-PMH. Earth Sci. Informatics 4(1), 1–5 (2011)CrossRef Devarakonda, R., Palanisamy, G., Green, J.M., Wilson, B.E.: Data sharing and retrieval using OAI-PMH. Earth Sci. Informatics 4(1), 1–5 (2011)CrossRef
15.
Zurück zum Zitat Avison, D.E., Davison, R.M., Malaurent, J.: Information systems action research: debunking myths and overcoming barriers. Inf. Manag. 55(2), 177–187 (2018)CrossRef Avison, D.E., Davison, R.M., Malaurent, J.: Information systems action research: debunking myths and overcoming barriers. Inf. Manag. 55(2), 177–187 (2018)CrossRef
Metadaten
Titel
Defining a Master Data Management Approach for Increasing Open Data Understandability
verfasst von
Susana Cadena-Vela
Jose-Norberto Mazón
Andrés Fuster-Guilló
Copyright-Jahr
2020
DOI
https://doi.org/10.1007/978-3-030-40907-4_17