Modeling Inconsistent Data for Reasoners in Web of Things

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216224%3A14330%2F21%3A00122772" target="_blank" >RIV/00216224:14330/21:00122772 - isvavai.cz</a>

Result on the web

<a href="http://dx.doi.org/10.1016/j.procs.2021.08.130" target="_blank" >http://dx.doi.org/10.1016/j.procs.2021.08.130</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.1016/j.procs.2021.08.130" target="_blank" >10.1016/j.procs.2021.08.130</a>

Result language

angličtina

Original language name

Modeling Inconsistent Data for Reasoners in Web of Things

Original language description

With the recent developments of the Internet of Things and its integration in the web environment, the Web of Things and the real-time data submissions to Reasoners are enabled. However, the data that are fed to the Reasoners are often inconsistent. This can be possibly caused by the malfunction of certain Internet of Things device or by human errors. The data consistency issue is becoming more complex in the Web of Things network. This paper, therefore, proposes a new data processing model to tackle the inconsistent data, so that the processed data can be further used in Reasoners. The data processing model introduces an oversimplification of the Shramko-Wansing sixteen-valued trilattice, which is an extension of Belnap’s four-valued bilattice to assign the data classical truth-values. A preliminary implementation is demonstrated to validate the proposed model. The result shows that our model can avoid system collapse when contradictory outputs exist.

Czech name

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Czech description

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Type

D - Article in proceedings

CEP classification

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OECD FORD branch

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

Project

—

Continuities

I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace

Publication year

2021

Confidentiality

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

Article name in the collection

Procedia Computer Science, Volume 192, 25th KES International Conference on Knowledge-Based and Intelligent Information and Engineering Systems, KES 2021

ISBN

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ISSN

1877-0509

e-ISSN

—

Number of pages

9

Pages from-to

1265-1273

Publisher name

Elsevier

Place of publication

Szczecin

Event location

Szczecin

Event date

Jan 1, 2021

Type of event by nationality

CST - Celostátní akce

UT code for WoS article

000720289001032