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Indoor Gardening with Hydroponics: A Reddit Community Analysis to Identify Knowledge Gaps

机译:室内园艺与水栽:红线社区分析,以确定知识差距

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摘要

Social media platforms such as Reddit, centered on user-generated, anonymous discussions, can facilitate the exchange of information and resources across niche online communities known as "subreddits." Using data mining tools and content analysis methods, our objectives were to identify recurring questions and characterize comment ("response") accuracy from four subreddits focused on hydroponic indoor gardening (r/hydro, r/Hydroponics, r/UrbanFarming, and r/Aerogarden). A total of 1617 original posts (OPs) were classified into one of ten topics and 4891 primary responses were analyzed for accuracy. The three topics with the most OPs (production systems, plant lighting, and root-zone environment), which accounted for 50% of the total OPs, were subcategorized and inductively analyzed. Most posts in the analyzed subreddits related to confusion regarding the design and implementation of appropriate hydroponic production systems. In addition, misinformation about plant lighting is a major part of discussions about growing plants indoors. There are also knowledge gaps regarding nutrient solution management, particularly about fertilizer formulation, pH balance, and on the impact that solution temperature has on plant growth and development. In general, there were no differences among response accuracy for all topics included in our analysis. However, regardless of topic, responses for most OPs had less than 50% accuracy, which demonstrates that misinformation can be disseminated in social media platforms such as Reddit. As suggested by the results of this study, targeted, open access research and outreach efforts offer an opportunity to address knowledge gaps among consumers interested in indoor gardening.
机译:诸如Reddit的社交媒体平台以用户生成的匿名讨论为中心,可以促进在称为“潜在权”的利基在线社区之间的信息和资源的交流。使用数据挖掘工具和内容分析方法,我们的目标是识别重复问题,并表征评论(“响应”)精度从一个专注于水培室内园艺(R / Hydro,R / Hydroponics,R / UrbanFarming和R / Aerogarden) )。总共1617个原始帖子(OPS)分为十个主题中的一个,分析了4891个初级响应以获得准确性。具有最多的OPS(生产系统,工厂照明和根区域环境)的三个主题,其中50%的OPS占OPS的50%,被分类和电感地分析。与适当的水培生产系统的设计和实施有关的分析底部的大多数帖子。此外,关于植物照明的错误信息是关于在室内种植植物的讨论的主要部分。还有关于营养解决方案管理的知识差距,特别是关于肥料配方,pH平衡以及溶液温度对植物生长和发育的影响。通常,我们分析中包含的所有主题的响应准确性之间没有差异。但是,无论主题如何,大多数OPS的响应都有小于50%的准确性,这表明可以在reddit等社交媒体平台中传播错误信息。正如本研究结果所建议的,有针对性的,开放式访问研究和外展努力提供了一个机会解决对室内园艺感兴趣的消费者的知识差距。

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