An Expert System for Determining the Emotional Change on a Critical Event Using Handwriting Features

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dc.contributor.authorUgurlu, Bora
dc.contributor.authorKandemir, Rembiye
dc.contributor.authorCarus, Aydin
dc.contributor.authorAbay, Ercan
dc.date.accessioned2025-01-27T20:41:09Z
dc.date.available2025-01-27T20:41:09Z
dc.date.issued2016
dc.departmentÇanakkale Onsekiz Mart Üniversitesi
dc.description.abstractAn individual may sometimes feel anxious when a critical event happens. Job interview, wedding, moving in a new city/country can result this occurrence. Examinations taken in school are also that kind of events. Since our handwriting is controlled by brain, it is possible to see clear changes in handwriting style during examinations. In our study, an expert system is developed which considers handwriting features to predict student's exam anxiety state. 210 handwriting samples are collected and classification is made by using J48 decision tree algorithm. The average of Precision, Recall and F-Measure metrics are 71%, 66% and 67%, respectively.
dc.identifier.doi10.18421/TEM54-11
dc.identifier.endpage486
dc.identifier.issn2217-8309
dc.identifier.issn2217-8333
dc.identifier.issue4
dc.identifier.startpage480
dc.identifier.urihttps://doi.org/10.18421/TEM54-11
dc.identifier.urihttps://hdl.handle.net/20.500.12428/24040
dc.identifier.volume5
dc.identifier.wosWOS:000388854000011
dc.identifier.wosqualityN/A
dc.indekslendigikaynakWeb of Science
dc.language.isoen
dc.publisherUikten - Assoc Information Communication Technology Education & Science
dc.relation.ispartofTem Journal-Technology Education Management Informatics
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/openAccess
dc.snmzKA_WoS_20250125
dc.subjectInformation system
dc.subjectemotional state
dc.subjectanxiety
dc.subjectdecision tree
dc.titleAn Expert System for Determining the Emotional Change on a Critical Event Using Handwriting Features
dc.typeArticle

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