基于知乎live的用户特征分析
首发时间:2022-01-21
摘要:知乎live是目前中文互联网中最具人气的问答社区推出的第一款里程碑式的知识付费产品。本文的研究目标是将知乎live用户(live主讲人)分类,分析其不同类别的用户特征。研究依据社会资本理论作选取用户特征,依托真实用户数据、使用聚类方法对知乎live用户分类。研究发现,知乎live用户分为三类,定义为“基石”型、“小咖”型和“大V”型。在三类用户中,“基石”型数量最多,但整体上各指标均处于较低水平,具有成长空间;“小咖”型贡献较多专业内容、在所属领域内深受其他用户信任,在认知维度上处于中等水平、他们需要获得更多“共同语言”;“大V”型数量最少,他们在各个指标上处于领先地位,拥有最广泛影响力。
关键词: 管理科学与工程,知乎live,用户特征,两步聚类分析方法
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Study On User Characteristics Of Zhihu Live
Abstract:Zhihu Live, launched by the most popular Q\&A community in Chinese-language Internet, is the frist milestone knowledge-paying product of Zhihu. The paper aims to divide Zhihu users(Live speakers) into different categories, and analyze Zhihu users of each category detailly.Social capital theory is the theoretical basis for selecting indicators, real user records are collected for research, and clustering method is regarded as a feasible way to classify Zhihu Live users. The study found that there are three categories, named "jishi"(which means cornerstone), "xiaoka"(which means known people) and "daV"(which means well known people like KOL). For "jishi" users, they formed the largest group among three groups. However, generally all indicators of this group are at low level. For "xiaoka" users, they have contributed more professional content and gained more trust in their field than former. Nevertheless, they are at medium level in terms of indicator of cognitive social capital. For "daV" users, they are less but leading in all indicators, have greatest influence, contibution, trust and recognition among community.
Keywords: management Science and engineering zhihu live user characteristics two-step cluster analysis
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