Semantic analysis on social networks: A survey

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dc.authoridDogru, Ibrahim Alper/0000-0001-9324-7157
dc.authoridYucedag, Ibrahim/0000-0003-2975-7392
dc.authorwosidDogru, Ibrahim Alper/AAA-7610-2021
dc.authorwosidYucedag, Ibrahim/ABI-4140-2020
dc.contributor.authorBayrakdar, Sumeyye
dc.contributor.authorYucedag, Ibrahim
dc.contributor.authorSimsek, Mehmet
dc.contributor.authorDogru, Ibrahim Alper
dc.date.accessioned2021-12-01T18:48:20Z
dc.date.available2021-12-01T18:48:20Z
dc.date.issued2020
dc.department[Belirlenecek]en_US
dc.description.abstractAs social networks are getting more and more popular day by day, large numbers of users becoming constantly active social network users. In this way, there is a huge amount of data produced by users in social networks. While social networking sites and dynamic applications of these sites are actively used by people, social network analysis is also receiving an increasing interest. Moreover, semantic understanding of text, image, and video shared in a social network has been a significant topic in the network analysis research. To the best of the author's knowledge, there has not been any comprehensive survey of social networks, including semantic analysis. In this survey, we have reviewed over 200 contributions in the field, most of which appeared in recent years. This paper not only aims to provide a comprehensive survey of the research and application of social network analysis based on semantic analysis but also summarizes the state-of-the-art techniques for analyzing social media data. First of all, in this paper, social networks, basic concepts, and components related to social network analysis were examined. Second, semantic analysis methods for text, image, and video in social networks are explained, and various studies about these topics are examined in the literature. Then, the emerging approaches in social network analysis research, especially in semantic social network analysis, are discussed. Finally, the trending topics and applications for future directions of the research are emphasized; the information on what kind of studies may be realized in this area is given.en_US
dc.identifier.doi10.1002/dac.4424
dc.identifier.issn1074-5351
dc.identifier.issn1099-1131
dc.identifier.issue11en_US
dc.identifier.scopus2-s2.0-85083447549en_US
dc.identifier.scopusqualityQ2en_US
dc.identifier.urihttps://doi.org/10.1002/dac.4424
dc.identifier.urihttps://hdl.handle.net/20.500.12684/10509
dc.identifier.volume33en_US
dc.identifier.wosWOS:000526566600001en_US
dc.identifier.wosqualityQ3en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherWileyen_US
dc.relation.ispartofInternational Journal Of Communication Systemsen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectimage analysisen_US
dc.subjectsemantic analysisen_US
dc.subjectsocial networken_US
dc.subjecttext analysisen_US
dc.subjectvideo analysisen_US
dc.subjectInfluence Maximizationen_US
dc.subjectInfluence Propagationen_US
dc.subjectEvent Detectionen_US
dc.subjectSentimenten_US
dc.subjectWeben_US
dc.subjectAnnotationen_US
dc.subjectCentralityen_US
dc.subjectDiscoveryen_US
dc.subjectFrameworken_US
dc.subjectRetrievalen_US
dc.titleSemantic analysis on social networks: A surveyen_US
dc.typeArticleen_US

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