Batista, Thais VasconcelosAlmeida, João Gabriel Quaresma de2021-06-092021-06-092021-01-28ALMEIDA, João Gabriel Quaresma de. Aqüeducte: um serviço para integração de dados heterogêneos em cidades inteligentes. 2021. 94f. Dissertação (Mestrado em Sistemas e Computação) - Centro de Ciências Exatas e da Terra, Universidade Federal do Rio Grande do Norte, Natal, 2021.https://repositorio.ufrn.br/handle/123456789/32617The evolution and development of new technological solutions for smart cities has grown significantly in recent years. The scenario of smart cities consists of a large amount of data, arranged in a decentralized way, from various devices and applications. This context presents challenges related to data interoperability, including information sharing, data collection from multiple sources (web services, archives, systems in general, etc.), and availability on development platforms focused on applications for intelligent cities. Considering these challenges, this work presents Aqüeducte , a service that provides collection, filtering and conversion of data from various sources to the data exchange protocol, NGSI-LD. In this way, it allows the use of data through an importing process to the Smart Geo Layers middleware (SGeoL) that use of the same protocol. In addition, it provides management of files of various formats, as well as supports relationship of data from different domains. All these functionalities are offered through a high level web application that aims at providing ease use to the final user to carry out the aforementioned processes. This work, in turn, describes the architecture, implementation and methodology used by Aqüeducte for: (i) extracting data from heterogeneous data sources, (ii) enriching them according to the NGSI-LD data format using the concept of Linked-data together with ontologies, via the LGeoSIM data model, and (iii) publishing them in middleware based on the NSGI-LD protocol, which in the case of this work is SGeoL. The use of Aqüeducte is also described in real world intelligent city scenarios, as well as the evaluation of its main functionalities using controlled experiments.Acesso AbertoDados heterogêneosIntegração de dadosLinked-DataNGSI-LDCidades inteligentesmasterThesis