The ability to integrate, manage, and analyze large amounts of data extracted from different sources is becoming a key asset for businesses, organizations, and research institutions that deal with the cultural heritage domain. Nowadays, it is well known that modern technologies and the massive use of mobile devices can contribute to generate an enormous flow of data, whose collection, analysis, and interpretation allows for real-time analysis related to the behaviors, preferences, and opinions of users. In this paper, we present and discuss a data analytics approach relying on an Internet of Things framework. The main goal is to assess how the collection of behavioral IoT data coming from the cultural heritage domain can be opportunely exploited by means of data science and data analytics techniques in order to produce useful insights. Experimental results performed in a real case study demonstrate how the cultural heritage domain, and the related stakeholders, can benefit from these kind of applications.

An IoT data analytics approach for cultural heritage / Piccialli, F.; Benedusi, P.; Carratore, L.; Colecchia, G.. - In: PERSONAL AND UBIQUITOUS COMPUTING. - ISSN 1617-4909. - (2020). [10.1007/s00779-019-01323-z]

An IoT data analytics approach for cultural heritage

Piccialli F.
;
Carratore L.;Colecchia G.
2020

Abstract

The ability to integrate, manage, and analyze large amounts of data extracted from different sources is becoming a key asset for businesses, organizations, and research institutions that deal with the cultural heritage domain. Nowadays, it is well known that modern technologies and the massive use of mobile devices can contribute to generate an enormous flow of data, whose collection, analysis, and interpretation allows for real-time analysis related to the behaviors, preferences, and opinions of users. In this paper, we present and discuss a data analytics approach relying on an Internet of Things framework. The main goal is to assess how the collection of behavioral IoT data coming from the cultural heritage domain can be opportunely exploited by means of data science and data analytics techniques in order to produce useful insights. Experimental results performed in a real case study demonstrate how the cultural heritage domain, and the related stakeholders, can benefit from these kind of applications.
2020
An IoT data analytics approach for cultural heritage / Piccialli, F.; Benedusi, P.; Carratore, L.; Colecchia, G.. - In: PERSONAL AND UBIQUITOUS COMPUTING. - ISSN 1617-4909. - (2020). [10.1007/s00779-019-01323-z]
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11588/806619
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