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PolicyCLOUD: Analytics as a Service Facilitating Efficient Data-Driven Public Policy Management
While several application domains are exploiting the added-value of analytics over various datasets to obtain actionable insights and drive decision making, the public policy management domain has not yet taken advantage of the full potential of the aforementioned analytics and data models. Diverse...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7256368/ http://dx.doi.org/10.1007/978-3-030-49161-1_13 |
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author | Kyriazis, Dimosthenis Biran, Ofer Bouras, Thanassis Brisch, Klaus Duzha, Armend del Hoyo, Rafael Kiourtis, Athanasios Kranas, Pavlos Maglogiannis, Ilias Manias, George Meerkamp, Marc Moutselos, Konstantinos Mavrogiorgou, Argyro Michael, Panayiotis Munné, Ricard La Rocca, Giuseppe Nasias, Kostas Pariente Lobo, Tomas Rodrigálvarez, Vega Sgouros, Nikitas M. Theodosiou, Konstantinos Tsanakas, Panayiotis |
author_facet | Kyriazis, Dimosthenis Biran, Ofer Bouras, Thanassis Brisch, Klaus Duzha, Armend del Hoyo, Rafael Kiourtis, Athanasios Kranas, Pavlos Maglogiannis, Ilias Manias, George Meerkamp, Marc Moutselos, Konstantinos Mavrogiorgou, Argyro Michael, Panayiotis Munné, Ricard La Rocca, Giuseppe Nasias, Kostas Pariente Lobo, Tomas Rodrigálvarez, Vega Sgouros, Nikitas M. Theodosiou, Konstantinos Tsanakas, Panayiotis |
author_sort | Kyriazis, Dimosthenis |
collection | PubMed |
description | While several application domains are exploiting the added-value of analytics over various datasets to obtain actionable insights and drive decision making, the public policy management domain has not yet taken advantage of the full potential of the aforementioned analytics and data models. Diverse and heterogeneous datasets are being generated from various sources, which could be utilized across the complete policies lifecycle (i.e. modelling, creation, evaluation and optimization) to realize efficient policy management. To this end, in this paper we present an overall architecture of a cloud-based environment that facilitates data retrieval and analytics, as well as policy modelling, creation and optimization. The environment enables data collection from heterogeneous sources, linking and aggregation, complemented with data cleaning and interoperability techniques in order to make the data ready for use. An innovative approach for analytics as a service is introduced and linked with a policy development toolkit, which is an integrated web-based environment to fulfil the requirements of the public policy ecosystem stakeholders. |
format | Online Article Text |
id | pubmed-7256368 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
record_format | MEDLINE/PubMed |
spelling | pubmed-72563682020-05-29 PolicyCLOUD: Analytics as a Service Facilitating Efficient Data-Driven Public Policy Management Kyriazis, Dimosthenis Biran, Ofer Bouras, Thanassis Brisch, Klaus Duzha, Armend del Hoyo, Rafael Kiourtis, Athanasios Kranas, Pavlos Maglogiannis, Ilias Manias, George Meerkamp, Marc Moutselos, Konstantinos Mavrogiorgou, Argyro Michael, Panayiotis Munné, Ricard La Rocca, Giuseppe Nasias, Kostas Pariente Lobo, Tomas Rodrigálvarez, Vega Sgouros, Nikitas M. Theodosiou, Konstantinos Tsanakas, Panayiotis Artificial Intelligence Applications and Innovations Article While several application domains are exploiting the added-value of analytics over various datasets to obtain actionable insights and drive decision making, the public policy management domain has not yet taken advantage of the full potential of the aforementioned analytics and data models. Diverse and heterogeneous datasets are being generated from various sources, which could be utilized across the complete policies lifecycle (i.e. modelling, creation, evaluation and optimization) to realize efficient policy management. To this end, in this paper we present an overall architecture of a cloud-based environment that facilitates data retrieval and analytics, as well as policy modelling, creation and optimization. The environment enables data collection from heterogeneous sources, linking and aggregation, complemented with data cleaning and interoperability techniques in order to make the data ready for use. An innovative approach for analytics as a service is introduced and linked with a policy development toolkit, which is an integrated web-based environment to fulfil the requirements of the public policy ecosystem stakeholders. 2020-05-06 /pmc/articles/PMC7256368/ http://dx.doi.org/10.1007/978-3-030-49161-1_13 Text en © IFIP International Federation for Information Processing 2020 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic. |
spellingShingle | Article Kyriazis, Dimosthenis Biran, Ofer Bouras, Thanassis Brisch, Klaus Duzha, Armend del Hoyo, Rafael Kiourtis, Athanasios Kranas, Pavlos Maglogiannis, Ilias Manias, George Meerkamp, Marc Moutselos, Konstantinos Mavrogiorgou, Argyro Michael, Panayiotis Munné, Ricard La Rocca, Giuseppe Nasias, Kostas Pariente Lobo, Tomas Rodrigálvarez, Vega Sgouros, Nikitas M. Theodosiou, Konstantinos Tsanakas, Panayiotis PolicyCLOUD: Analytics as a Service Facilitating Efficient Data-Driven Public Policy Management |
title | PolicyCLOUD: Analytics as a Service Facilitating Efficient Data-Driven Public Policy Management |
title_full | PolicyCLOUD: Analytics as a Service Facilitating Efficient Data-Driven Public Policy Management |
title_fullStr | PolicyCLOUD: Analytics as a Service Facilitating Efficient Data-Driven Public Policy Management |
title_full_unstemmed | PolicyCLOUD: Analytics as a Service Facilitating Efficient Data-Driven Public Policy Management |
title_short | PolicyCLOUD: Analytics as a Service Facilitating Efficient Data-Driven Public Policy Management |
title_sort | policycloud: analytics as a service facilitating efficient data-driven public policy management |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7256368/ http://dx.doi.org/10.1007/978-3-030-49161-1_13 |
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