{"title":"Authorship classification techniques: Bridging textual domains and\u0000 languages","authors":"Arta Misini, A. Kadriu, Ercan Canhasi","doi":"10.59035/ukbe1226","DOIUrl":"https://doi.org/10.59035/ukbe1226","url":null,"abstract":"Authorship classification analyzes an author's prior work to identify their\u0000 writing style, a unique trait of each language and individual author. This research aims\u0000 to conduct a thorough comparative analysis of various methods for classifying\u0000 authorship. The study leverages two corpora: AAALitCorpus of Albanian literary texts and\u0000 CCAT10 of English columns. We evaluate model-generated features across different\u0000 configurations. The richness of the features and the breadth of the analysis provide a\u0000 significant understanding of the problem, setting a new standard for comprehensive\u0000 linguistic investigations across multiple languages. The study indicates that machine\u0000 learning algorithms accurately discern authorial writing styles, highlighting the\u0000 complexities of classifying authorship in a cross-linguistic context.","PeriodicalId":42317,"journal":{"name":"International Journal on Information Technologies and Security","volume":null,"pages":null},"PeriodicalIF":0.9,"publicationDate":"2024-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140283229","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}