Uncovering the differences in linguistic network dynamics of book and social media texts

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dc.authoridDemiral, Emrullah/0000-0001-7633-5761
dc.contributor.authorTurker, Ilker
dc.contributor.authorSehirli, Eftal
dc.contributor.authorDemiral, Emrullah
dc.date.accessioned2024-09-29T16:05:11Z
dc.date.available2024-09-29T16:05:11Z
dc.date.issued2016
dc.departmentKarabük Üniversitesien_US
dc.description.abstractComplex network studies span a large variety of applications including linguistic networks. To investigate the differences in book and social media texts in terms of linguistic typology, we constructed both sequential and sentence collocation networks of book, Facebook and Twitter texts with undirected and weighted edges. The comparisons are performed using the basic parameters like average degree, modularity, average clustering coefficient, average path length, diameter, average link weight etc. We also presented the distribution graphs for node degrees, edge weights and maximum degree differences of the pairing nodes. The degree difference occurrences are furtherly detailed with the grayscale percentile plots with respect to the edge weights. We linked the network analysis with linguistic aspects like word and sentence length distributions. We concluded that linguistic typology demonstrates a formal usage in book that slightly deviates to informal in Twitter. Facebook interpolates between these media by the means of network parameters, while the informality of Twitter is mostly influenced by the character limitations.en_US
dc.identifier.doi10.1186/s40064-016-2598-2
dc.identifier.issn2193-1801
dc.identifier.pmid27386313en_US
dc.identifier.scopus2-s2.0-84976407413en_US
dc.identifier.scopusqualityN/Aen_US
dc.identifier.urihttps://doi.org/10.1186/s40064-016-2598-2
dc.identifier.urihttps://hdl.handle.net/20.500.14619/6549
dc.identifier.volume5en_US
dc.identifier.wosWOS:000378924900008en_US
dc.identifier.wosqualityQ2en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.indekslendigikaynakPubMeden_US
dc.language.isoenen_US
dc.publisherSpringer International Publishing Agen_US
dc.relation.ispartofSpringerplusen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.subjectComplex networksen_US
dc.subjectLinguistic networksen_US
dc.subjectSocial mediaen_US
dc.subjectLinguistic evolutionen_US
dc.titleUncovering the differences in linguistic network dynamics of book and social media textsen_US
dc.typeArticleen_US

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