https://m2.mtmt.hu/ eng 2026-05-02 01:48 JournalArticle 33497671 APPROVED true Department of Informatics, Faculty of Natural Sciences and Informatics, Constantine the Philosopher University in Nitra Tr, Andreja Hlinku 1, Nitra, 979 01, Slovakia Institute of Engineering, University of Dunaujváros, Táncsics M. u. 1/a, Dunaujváros, 2400, Hungary Alba Regia Technical Faculty, Óbuda University, Budai út 45, Székesfehérvár, 8000, Hungary GAMF Faculty of Engineering and Computer Science, John von Neumann University, Izsáki u. 10, Kecskemét, 6000, Hungary Eszterházy Károly Catholic University, Institute of Digital Technology, Faculty of Informatics, Eszterházy tér 1, Eger, 3300, Hungary Cited By :7 Export Date: 25 March 2024 0 false 2026-04-07T06:23:44.449+0000 2026-02-12T07:55:20.273+0000 2022-12-25T06:21:56.497+0000 true 10002993 Szűts Zoltán /api/author/10002993 Author true 10002993 2026-02-12T07:55:27.120+0000 2026-02-12T07:55:27.120+0000 true false true 24 24 /api/publicationtype/24 PublicationType 1 true 24 JournalArticle true 10000059 Article true 24 24 /api/publicationtype/24 PublicationType 1 true 24 JournalArticle /api/subtype/10000059 Szakcikk SubType 101 true 10000059 true 1 /api/category/1 Category true 1 Balogh, Zoltán Development of Available IoT Data Collection Devices to Evaluate Basic Emotions true true /api/journal/2149438 REVIEWED true true 2149438 false 2149438 true 1785-8860 1785-8860 Journal FOREIGN 19 11 165 184 165 20 2022 For most users, everyday objects are connected to the Internet, using their computational capabilities to form a whole entity, called the IoT (Internet of Things). This article deals with the creation of an available IoT device, with which we will be able to classify the emotional states of the user. Using existing technical solutions and methods that use approaches based on the application of sensors while maintaining their non-invasiveness, we have created such a device. In the analysis of the current state, we describe the possibilities of classifying human emotions, existing classification methods and how the measured data are related to human emotions. Next, we describe the methods used to analyze the collected human physiological signals. We propose a complex system for measuring physiological human signals and subsequent recognition of emotional states. We describe the composition of the proposed system, as well as the specific hardware and software used. At the end, we focus on the functionality and testing of the proposed system. Finally, we perform several measurements, where we evaluate their results and the reliability of the proposed system. © 2022, Budapest Tech Polytechnical Institution. All rights reserved. true true 2022 false true true false true false GOLD 2026-04-07 false http://uni-obuda.hu/journal/ 36 0 36 29 29 25 36 10 36 36 36 29 29 29 7 0 36 29 36 29 0 5 5 Folyóiratcikk Journal Article 24 5 Könyvrészlet Chapter in Book 25 31 Könyv Book 23 0 Egyéb konferenciaközlemény Conference paper 31 0 Egyéb konferenciakötet Conference proceedings 32 0 Oltalmi formák Protection forms 26 0 Disszertáció Thesis 28 0 Egyéb Miscellaneous 29 0 Alkotás Achievement 22 0 Kutatási adat Research data 33 0 Folyóiratcikk Journal Article 24 0 0 0 Könyvrészlet Chapter in Book 25 0 0 0 Könyv Book 23 0 0 0 Egyéb konferenciaközlemény Conference paper 31 0 0 0 Egyéb konferenciakötet Conference proceedings 32 0 0 0 Oltalmi formák Protection forms 26 0 0 0 Disszertáció Thesis 28 0 0 0 Egyéb Miscellaneous 29 0 0 0 Alkotás Achievement 22 0 0 0 Kutatási adat Research data 33 0 0 0 2023 0 9 6 9 6 2024 0 20 17 20 17 2025 0 5 4 5 4 2026 0 2 2 2 2 Q2 A false false false false 2023-03-25T06:21:57.058+0000 Digitális Kultúra Tanszék (EKKE / IK / DTI); Informatika Tanszék (NJE / GAMFK); Mérnöki Intézet (ÓE / AMK); Természettudományi és Környezetvédelmi Tanszék (DUE / MI) 3 37 4 6 0 true Language 10002 /api/language/10002 Angol English true 2 true PersonAuthorship 105935634 /api/authorship/105935634 1 0.167 true false true Author 10090561 /api/author/10090561 Balogh Zoltán SUSPECT true true Balogh Zoltán true false false AuthorshipType 1 /api/authorshiptype/1 0 true 0 true false true PersonAuthorship 105935635 /api/authorship/105935635 2 0.16666667 false false Author 10089928 /api/author/10089928 Fodor Kristián true true Fodor Kristián true false false AuthorshipType 1 /api/authorshiptype/1 0 true 0 true false true PersonAuthorship 105935636 /api/authorship/105935636 3 0.16666667 false false Martin Magdin true false false AuthorshipType 1 /api/authorshiptype/1 0 true 0 true false true PersonAuthorship 105935637 /api/authorship/105935637 4 0.16666667 false false Jan Francisti true false false AuthorshipType 1 /api/authorshiptype/1 0 true 0 true false true PersonAuthorship 105935638 /api/authorship/105935638 5 0.16666667 false false Štefan Koprda true false false AuthorshipType 1 /api/authorshiptype/1 0 true 0 true false true PersonAuthorship 105935639 /api/authorship/105935639 6 0.167 false true Author 10037113 /api/author/10037113 Kővári Attila true 10037113 true Kővári Attila true false false AuthorshipType 1 /api/authorshiptype/1 0 true 0 true false true PublicationIdentifier 25590680 /api/publicationidentifier/25590680 PlainSource 6 /api/publicationsource/6 PublicationSourceType 10001 /api/publicationsourcetype/10001 true true true DOI DOI https://doi.org/@@@ true true 6 true IDENTICAL 10.12700/APH.19.11.2022.11.9 https://doi.org/10.12700/APH.19.11.2022.11.9 false true PublicationIdentifier 25590681 /api/publicationidentifier/25590681 PlainSource 1 /api/publicationsource/1 PublicationSourceType 10003 /api/publicationsourcetype/10003 false true true WoS WoS https://www.webofscience.com/wos/woscc/full-record/@@@ true true 1 true IDENTICAL 000918406400009 https://www.webofscience.com/wos/woscc/full-record/000918406400009 false true PublicationIdentifier 25590679 /api/publicationidentifier/25590679 PlainSource 3 /api/publicationsource/3 PublicationSourceType 10003 /api/publicationsourcetype/10003 false true true Scopus Scopus http://www.scopus.com/record/display.url?origin=inward&eid=2-s2.0-@@@ true true 3 true IDENTICAL 85149744626 http://www.scopus.com/record/display.url?origin=inward&eid=2-s2.0-85149744626 false true Classification 10807 /api/classification/10807 true true Classification 10001 /api/classification/10001 true true Classification 10880 /api/classification/10880 true true Keyword 7272 /api/keyword/7272 true 7272 true Keyword 10197 /api/keyword/10197 true 10197 true Keyword 1005131 /api/keyword/1005131 true 1005131 true Keyword 1055566 /api/keyword/1055566 true 1055566 true Keyword 1084274 /api/keyword/1084274 true 1084274 true Keyword 1328034 /api/keyword/1328034 true 1328034 true MtaRating 11435580 /api/mtarating/11435580 RatingType 10031 /api/ratingtype/10031 X. 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Földtudományok Osztálya HAS Section of Earth Sciences (X.) true 70 true true true A true true SjrRating 11297596 /api/sjrrating/11297596 180 0.49 journal RatingType 10002 /api/ratingtype/10002 sjr true true ClassificationExternal 2201 /api/classificationexternal/2201 true 2201 true Q2 DIRECT true true /api/publication/33497671 <div class="JournalArticle Publication long-list"> <div class="authors"> <img title="Forrásközlemény" style="float: left" src="/frontend/resources/grid/publication-core-icon.png"> <img title="Idézőközlemény" style="float: left" src="/frontend/resources/grid/publication-citation-icon.png"> <div class="autype autype0"> <span class="author-name" mtid="10090561"><a href="/gui2/?type=authors&mode=browse&sel=10090561" target="_blank">Balogh Zoltán ✉ (<span class="authorship-author-name">Balogh Zoltán</span> <span class="authorAux-mtmt"> IoT</span>) </a> </span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" mtid="10089928"><a href="/gui2/?type=authors&mode=browse&sel=10089928" target="_blank">Fodor Kristián (<span class="authorship-author-name">Fodor Kristián</span> <span class="authorAux-mtmt"> Informatika</span>) </a> </span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" >Martin Magdin </span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" >Jan Francisti </span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" >Štefan Koprda </span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" mtid="10037113"><a href="/gui2/?type=authors&mode=browse&sel=10037113" target="_blank">Kővári Attila (<span class="authorship-author-name">Kővári Attila</span> <span class="authorAux-mtmt"> informatika, neveléstudomány</span>) </a> </span> <span class="author-affil"><span title="University of Dunaújváros">DUE</span>/<span title="Műszaki Intézet">MI</span>/Természettudományi és Környezetvédelmi Tanszék; <span title="Óbuda University">ÓU</span>/<span title="Alba Regia Műszaki Kar">ARMK</span>/Mérnöki Intézet; <span title="John von Neumann University">NJE</span>/<span title="GAMF Műszaki és Informatikai Kar">GAMFK</span>/Informatika Tanszék; <span title="Eszterházy Károly Catholic University">EKCU</span>/<span title="Faculty of Informatics">FI</span>/<span title="Institute of Digital Technology">IDT</span>/Digitális Kultúra Tanszék</span> </div> </div> <div class="title"><a href="/gui2/?mode=browse&params=publication;33497671" target="_blank">Development of Available IoT Data Collection Devices to Evaluate Basic Emotions</a></div> <div> <span class="journal-title">ACTA POLYTECHNICA HUNGARICA</span> <span class="journal-issn">(<a target="_blank" href="https://portal.issn.org/resource/ISSN/1785-8860">1785-8860</a> <a target="_blank" href="https://portal.issn.org/resource/ISSN/1785-8860">1785-8860</a>)</span>: <span class="journal-volume">19</span> <span class="journal-issue">11</span> <span class="page"> pp 165-184 </span> <span class="year">(2022)</span> </div> <div class="pub-footer"> <span class="language" xmlns="http://www.w3.org/1999/html">Language: English | </span> <span class="identifiers"> <span class="id identifier oa_none" title="none"> <a style="color:blue" title="10.12700/APH.19.11.2022.11.9" target="_blank" href="https://doi.org/10.12700/APH.19.11.2022.11.9"> DOI </a> </span> <span class="id identifier oa_none" title="none"> <a style="color:blue" title="000918406400009" target="_blank" href="https://www.webofscience.com/wos/woscc/full-record/000918406400009"> WoS </a> </span> <span class="id identifier oa_none" title="none"> <a style="color:blue" title="85149744626" target="_blank" href="http://www.scopus.com/record/display.url?origin=inward&eid=2-s2.0-85149744626"> Scopus </a> </span> </span> <OnlyViewableByAuthor><div class="ratings"> <div class="journal-subject">Journal subject: Scopus - Engineering (miscellaneous)&nbsp;&nbsp;&nbsp;Rank:&nbsp;Q2</div> <div class="journal-subject">Journal subject: Scopus - Multidisciplinary&nbsp;&nbsp;&nbsp;Rank:&nbsp;Q2</div> <div class="journal-subject">HAS Section of Earth Sciences (X.) HASSESX&nbsp;&nbsp;&nbsp;A</div> </div></OnlyViewableByAuthor> <div class="publication-citation" style="margin-left: 0.5cm;"> <span title="" class="citingPub-count">Citing papers: 36</span> | Independent citation: 29 | Self citation: 7 | Unknown citation: 0 | Number of citations in WoS: 10 | Number of citations in Scopus:&nbsp;36 | WoS/Scopus assigned:&nbsp;36 | Number of citations with DOI:&nbsp;36 </div> <div class="publication-citation"> <a target="_blank" href="/api/publication?cond=citations.related;eq;33497671&sort=publishedYear,desc&sort=title"> Number of cited publications: 5 </a> </div> <div class="mtid"><span class="long-pub-mtid">Publication: 33497671</span> | <span class="status-data status-APPROVED"> Published </span> Core Citing | <span class="type-subtype">Journal Article ( Article ) </span> | <span class="pub-category">Scientific</span> | <span class="publication-sourceOfData">kézi felvitel</span> </div> <div class="lastModified">Last Modified: 2026.02.12. 08:55 Kristián Fodor (Informatika) </div> <pre class="comment" style="margin-top: 0; margin-bottom: 0;"><u>Comments</u>: Department of Informatics, Faculty of Natural Sciences and Informatics, Constantine the Philosopher University in Nitra Tr, Andreja Hlinku 1, Nitra, 979 01, Slovakia Institute of Engineering, University of Dunaujváros, Táncsics M. u. 1/a, Dunaujváros, 2400, Hungary Alba Regia Technical Faculty, Óbuda University, Budai út 45, Székesfehérvár, 8000, ...</pre> </div></div>