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

Monica Katoch, Alka Sharma
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引用次数: 0

摘要

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