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Improving agent quality in dynamic smart cities by implementing an agent quality management framework

Identifikátory výsledku

  • Kód výsledku v IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F62690094%3A18450%2F19%3A50016272" target="_blank" >RIV/62690094:18450/19:50016272 - isvavai.cz</a>

  • Výsledek na webu

    <a href="https://www.mdpi.com/2076-3417/9/23/5111/htm" target="_blank" >https://www.mdpi.com/2076-3417/9/23/5111/htm</a>

  • DOI - Digital Object Identifier

    <a href="http://dx.doi.org/10.3390/app9235111" target="_blank" >10.3390/app9235111</a>

Alternativní jazyky

  • Jazyk výsledku

    angličtina

  • Název v původním jazyce

    Improving agent quality in dynamic smart cities by implementing an agent quality management framework

  • Popis výsledku v původním jazyce

    It is critical for quality requirements, such as trust, privacy, and confidentiality, to be fulfilled during the execution of smart city applications. In this study, smart city applications were modeled as agent systems composed of many agents, each with its own privacy and confidentiality properties. Violations of those properties may occur during execution due to the dynamic of agent behavior, decision-making capabilities, and social activities. In this research, a framework called Agent Quality Management was proposed and implemented to manage agent quality in agent systems. This paper demonstrates the effectiveness of the approach by applying it toward a smart city application called a crowdsourced navigation system to verify and assess agent data confidentiality. The AnyLogic Agent-Based Modeling tool was used to model and conduct the experiments. The experiments showed that the framework helped to improve the detection of agent quality violations in a dynamic smart city application. The results can be further analyzed using advanced data analytic approach to reduce future violations and improve data confidentiality in a smart city environment. © 2019 by the authors.

  • Název v anglickém jazyce

    Improving agent quality in dynamic smart cities by implementing an agent quality management framework

  • Popis výsledku anglicky

    It is critical for quality requirements, such as trust, privacy, and confidentiality, to be fulfilled during the execution of smart city applications. In this study, smart city applications were modeled as agent systems composed of many agents, each with its own privacy and confidentiality properties. Violations of those properties may occur during execution due to the dynamic of agent behavior, decision-making capabilities, and social activities. In this research, a framework called Agent Quality Management was proposed and implemented to manage agent quality in agent systems. This paper demonstrates the effectiveness of the approach by applying it toward a smart city application called a crowdsourced navigation system to verify and assess agent data confidentiality. The AnyLogic Agent-Based Modeling tool was used to model and conduct the experiments. The experiments showed that the framework helped to improve the detection of agent quality violations in a dynamic smart city application. The results can be further analyzed using advanced data analytic approach to reduce future violations and improve data confidentiality in a smart city environment. © 2019 by the authors.

Klasifikace

  • Druh

    J<sub>imp</sub> - Článek v periodiku v databázi Web of Science

  • CEP obor

  • OECD FORD obor

    10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

Návaznosti výsledku

  • Projekt

  • Návaznosti

    S - Specificky vyzkum na vysokych skolach

Ostatní

  • Rok uplatnění

    2019

  • Kód důvěrnosti údajů

    S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Údaje specifické pro druh výsledku

  • Název periodika

    Applied Sciences (Switzerland)

  • ISSN

    2076-3417

  • e-ISSN

  • Svazek periodika

    9

  • Číslo periodika v rámci svazku

    23

  • Stát vydavatele periodika

    CH - Švýcarská konfederace

  • Počet stran výsledku

    27

  • Strana od-do

    "Article Number: 5111"

  • Kód UT WoS článku

    000509476600133

  • EID výsledku v databázi Scopus

    2-s2.0-85076083536