Processing semantic IoT data using a prosumer approach for simulating scenarios on ambient intelligence environments

The creation, customization and maintenance of services are expensive tasks that need IT specialists but in many cases are simple services that could be created by domain experts without any knowledge in coding. This research work proposes the application of a prosumer model in order to ease the acc...

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Bibliographic Details
Published inJournal of ambient intelligence and humanized computing Vol. 14; no. 1; pp. 75 - 86
Main Authors Sánchez-Picot, Álvaro, Martín, Diego, Bordel, Borja, Alcarria, Ramón
Format Journal Article
LanguageEnglish
Published Berlin/Heidelberg Springer Berlin Heidelberg 01.01.2023
Springer Nature B.V
Subjects
Ambient intelligence
Artificial Intelligence
Computational Intelligence
Customer services
Datasets
End users
Engineering
Internet of Things
Knowledge
Linked Data
Ontology
Original Research
Robotics and Automation
Semantics
Simulation
Subject specialists
User Interfaces and Human Computer Interaction
Case study
Prosumer
Ambient intelligence
Domain experts
Simulation
IoT ontologies
Online AccessGet full text
ISSN1868-5137
1868-5145
DOI10.1007/s12652-021-03245-2

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Summary:The creation, customization and maintenance of services are expensive tasks that need IT specialists but in many cases are simple services that could be created by domain experts without any knowledge in coding. This research work proposes the application of a prosumer model in order to ease the access to information and creation of new knowledge to domain experts without any experience in semantic ambient intelligence platforms nor programming skills. This paper presents a prosumer tool called DataQuest that enables the gathering and processing of data from AmI platforms based on ontologies using simple services. These services are then used to feed an AmI environment simulator, composed of a social simulator and a network simulator, to get more reliable simulations. An empirical study was carried out to demonstrate that, using the defined prosumer model, a domain expert with no programming knowledge can create simple services for his/her domain of expertise. A case study was performed where 18 domain experts created services using a prosumer tool comparing them with 12 developers that programmed the same services.
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ISSN:1868-5137
1868-5145
DOI:10.1007/s12652-021-03245-2