Unraveling the viral phenomenon: insights from social media content analysis on streaming over-the-top platforms

Monica Katoch, Alka Sharma
{"title":"Unraveling the viral phenomenon: insights from social media content analysis on streaming over-the-top platforms","authors":"Monica Katoch, Alka Sharma","doi":"10.1108/gkmc-11-2023-0462","DOIUrl":null,"url":null,"abstract":"\nPurpose\nThis study aims to analyze memes as valuable engagement and marketing communication tools in promoting over-the-top (OTT) platforms by monitoring users' sentiments and offering insightful information about their opinions by drawing themes from viral memes.\n\n\nDesign/methodology/approach\nContent analysis of 1,230 user interactions was conducted using NVivo software on Instagram and Twitter pages from May 2022 to July 2023. Data were collected for sentiment analysis (consumer responses), and relevant themes (consumer interactions) were drawn which created the virality of memes.\n\n\nFindings\nResearch findings reveal relevant themes, such as relatable, informative and interest-generating, that make memes go viral over social media. The sentiment analysis results showed that the intensity and strength of the positive comments were more substantial, contributing more to the virality of memes.\n\n\nPractical implications\nThese findings provide themes for engaging content for OTT advertisers to boost brand recognition and engagement by strategically creating meme content and implementing better marketing communication.\n\n\nOriginality/value\nThis study uses factual data to offer new perspectives on viral meme propagation. It provides evidence that OTT marketers boost brand value and customer engagement through innovative customer-centric social media analysis.\n","PeriodicalId":507843,"journal":{"name":"Global Knowledge, Memory and Communication","volume":"19 5","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-07-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Global Knowledge, Memory and Communication","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1108/gkmc-11-2023-0462","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

Purpose This study aims to analyze memes as valuable engagement and marketing communication tools in promoting over-the-top (OTT) platforms by monitoring users' sentiments and offering insightful information about their opinions by drawing themes from viral memes. Design/methodology/approach Content analysis of 1,230 user interactions was conducted using NVivo software on Instagram and Twitter pages from May 2022 to July 2023. Data were collected for sentiment analysis (consumer responses), and relevant themes (consumer interactions) were drawn which created the virality of memes. Findings Research findings reveal relevant themes, such as relatable, informative and interest-generating, that make memes go viral over social media. The sentiment analysis results showed that the intensity and strength of the positive comments were more substantial, contributing more to the virality of memes. Practical implications These findings provide themes for engaging content for OTT advertisers to boost brand recognition and engagement by strategically creating meme content and implementing better marketing communication. Originality/value This study uses factual data to offer new perspectives on viral meme propagation. It provides evidence that OTT marketers boost brand value and customer engagement through innovative customer-centric social media analysis.
揭示病毒式传播现象:对流媒体平台上的社交媒体内容分析的启示
目的本研究旨在通过监测用户情绪,从病毒式流行语中提取主题,提供有关用户观点的深刻信息,从而分析流行语作为有价值的参与和营销传播工具在推广OTT(Over-the-Top)平台中的作用。收集的数据用于情感分析(消费者回应),并得出相关主题(消费者互动),这些主题造就了备忘录的病毒式传播。研究结果研究结果揭示了相关主题,如可亲近性、信息性和兴趣性,这些主题使备忘录在社交媒体上病毒式传播。情感分析结果表明,正面评论的强度和力度更大,更有助于提高备忘录的病毒性。原创性/价值本研究利用事实数据为备忘录的病毒传播提供了新的视角。它为 OTT 营销人员通过以客户为中心的创新社交媒体分析提升品牌价值和客户参与度提供了证据。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信