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Knowledge Discovery from Social Media Data: A Case of Public Twitter Data for SMEs

机译:来自社交媒体数据的知识发现:中小企业的公众推特数据

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Making sense of social media data is increasingly becoming a subject of concern to corporate organisations. It is therefore, no coincidence that the subject of Knowledge Identification and Discovery is currently receiving a huge attention within industry and academia. Research has shown that there is an enormous wealth of actionable knowledge to be gained from social media data for organisations' strategic competitive advantage. However, this opportunity is not being harnessed by Small and Medium-sized Enterprises (SMEs) as much as it is by larger enterprises. This is due, in part, to a misconception that social media is not that relevant to SMEs as much as it is to larger corporations. This paper presents a qualitative exploratory study, which attempts to show that social media can be mined for organisational knowledge that is relevant to the strategic competitive advantage of SMEs. A case of a mediumsized enterprise, which is previously without a significant social media presence, is explored with regards to how public Twitter data is exploited to discover actionable knowledge that propels the enterprise's strategic competitive advantage.
机译:使社交媒体数据感到越来越成为企业组织关注的主题。因此,没有巧合,即知识识别和发现的主题目前在工业和学术界内受到巨大的关注。研究表明,对于组织的战略竞争优势,社交媒体数据存在巨大丰富的可操作知识。但是,这个机会不是由中小型企业(中小企业)的利用,因为它由大型企业提供。部分原因是,部分误解社交媒体与中小企业相关的误解,就像它对较大的公司一样。本文提出了一个定性的探索性研究,试图表明可以为与中小企业的战略竞争优势相关的组织知识来开采社交媒体。关于如何利用公众推特数据,探讨了在没有大量社交媒体存在的情况下,探讨了探讨了推动企业战略竞争优势的可操作知识的陈述企业。

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