Data has become fundamental to every business process and research area like never before. To date, one of the main open points of research activities is to manage the data acquired in the field by sensors, logs etc. by modeling the data structures according to the analyzes that will be carried out. In fact, with the advent of Big Data, the need to have a single reference data structure has been reduced, but with modern architectures there is a tendency to generate specific and optimized data structures for the analyzes that will be carried out. In this work we propose an agile data modeling methodology guided by analytics focused on the management of structured and semi-structured data sources.

A Methodology to Manage Structured and Semi-structured Data in Knowledge Oriented Graph / V. Bellandi, P. Ceravolo, G.A. D?andrea, S. Maghool, S. Siccardi (COMMUNICATIONS IN COMPUTER AND INFORMATION SCIENCE). - In: Engineering Applications of Neural Networks / [a cura di] L. Iliadis, C. Jayne, A. Tefas, E. Pimenidis. - [s.l] : Springer, 2022. - ISBN 978-3-031-08222-1. - pp. 215-222 (( Intervento presentato al 23. convegno EAAAI/EANN 2022 tenutosi a Chersonissos nel 2022 [10.1007/978-3-031-08223-8_18].

A Methodology to Manage Structured and Semi-structured Data in Knowledge Oriented Graph

V. Bellandi
;
P. Ceravolo;S. Maghool;S. Siccardi
2022

Abstract

Data has become fundamental to every business process and research area like never before. To date, one of the main open points of research activities is to manage the data acquired in the field by sensors, logs etc. by modeling the data structures according to the analyzes that will be carried out. In fact, with the advent of Big Data, the need to have a single reference data structure has been reduced, but with modern architectures there is a tendency to generate specific and optimized data structures for the analyzes that will be carried out. In this work we propose an agile data modeling methodology guided by analytics focused on the management of structured and semi-structured data sources.
Data management; Events graphs; Graph rewriting
Settore INF/01 - Informatica
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Utilizza questo identificativo per citare o creare un link a questo documento: http://hdl.handle.net/2434/935720
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