直播的未来:Facebook直播未来运营的策略和预测分析

Nolan Alexander, David Brenman, John Eshirow, Josh Rosenblatt, Justin Wolter, W. Scherer, James Valeiras
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引用次数: 1

摘要

社交网络服务(SNS)是一种允许用户彼此建立社交关系的系统,其中最大的社交网络之一是Facebook,到2020年,它的月活跃用户总数为26亿。他们的流媒体直播服务Facebook live是该公司增长最快的分支之一,允许创作者向公众同步播放原创内容。然而,在快速发展的技术世界中,Facebook Live面临着来自其他直播平台(Twitch, YouTube Live等)以及其他视频点播提供商(Netflix, Hulu, TikTok等)的激烈竞争。为了更好地了解当前问题和未来方向,我们的团队专注于Facebook Live平台,为该平台制定了三到五年的战略计划。我们从多个角度关注Facebook Live的增长机会,包括竞争格局、界面修改、基于历史趋势的未来预测以及竞争分析。我们的方法利用系统分析过程,关注自顶向下的目标和指标。为了制定未来运营的综合战略,我们采用了从定量数据分析到定性行业趋势探索的分析方法。这些定量方法包括统计分析、时间序列预测和自然语言处理。定性方法包括对直播的历史、当前状态和可能的未来进行领域研究。接下来,完整分析的结果将被综合成一份多建议战略报告,为Facebook的持续运营提供灵活的指导。我们还为观众和创作者提供评论汇总和可视化功能,2019冠状病毒病封锁后三到五年的市场预测,以及包括教育和早间节目在内的有吸引力的新兴市场。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The Future of Livestreaming: Strategy and Predictive Analysis for Future Operations of Facebook Live
Social Network Services (SNS) are systems that allow users to build social relations with one another, with one of the largest SNSs being Facebook, totaling 2.6 billion active monthly users in 2020. Their live streaming service, Facebook Live, is one of the fastest-growing branches of the company, allowing creators to synchronously broadcast original content to the public. However, in the rapidly growing world of technology, Facebook Live faces fierce competition from other live streaming platforms (Twitch, YouTube Live, etc.) and well as other video-on-demand providers (Netflix, Hulu, TikTok, etc.). To better understand current issues and future directions, our team focused on the Facebook Live platform, to develop a three to five-year strategic plan for the platform. We focus on Facebook Live’s growth opportunities from a multitude of perspectives, including the competitive landscape, interface modification, future projections based on historical trends, and competitive analysis. Our approach utilizes the systems analysis process, focusing top-down on objectives and metrics. To produce a comprehensive strategy for future operations, we employ analytical methods ranging from quantitative data analysis to qualitative exploration of industry trends. These quantitative methods include statistical analysis, time-series forecasting, and natural language processing. Qualitative methods include domain research into the history, current state, and possible future for live-streaming. Forthcoming, the results for the complete analysis will be synthesized into a multi-recommendation strategic report to provide Facebook with flexible guidance for continuing operations. We also present a comments summarization and visualization feature for viewers and creators, three to five-year market forecasts after COVID-19 lockdowns, and attractive emerging markets including education and morning shows.
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