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The synergic relationship between e-commerce and Sentiment Analysis: A content analysis of published articles between 2007 and 2020

机译:电子商务与情感分析之间的协同关系:2007年至2020年发表文章的内容分析

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Electronic Commerce or e-commerce a trend with greater evolution. It has achieved unstoppable growth and is still in the transformation phase, which is why, in time, it will position itself as the most competitive and complex market. It is expected that there will be more than 2 billion digital buyers in the world in 2020, by 2021 it will reach $4.88 billion in global retail e-commerce sales alone and by 2040, it is expected that around 95% of all purchases are made through e-commerce and 85% of consumers do research online before making a purchase. In this way, the organizations need to know if users speak positively or negatively about their products or services, causing changes in how their brand is perceived. For this reason, organizations have developed strategies and tools to manage their reputation; One of them is the Sentiment Analysis, which is defined as an automated technique to extract significant information from customers, related to their attitudes, emotions and opinions. This complex data analysis is carried out with the implementation of automated algorithms. The approach of these methodologies assumes the interest of this research for the extraction of information that allows its later use in the decision-making of organizations. Finally, to learn more about its evolution, trends, research areas, authors, among others, a bibliometric analysis was applied from 2007 to date on synergy between Electronic Commerce and Sentiment Analysis.
机译:电子商务或电子商务具有更大进化的趋势。它取得了不可阻挡的增长,并且仍在转换阶段,这就是为什么及时,它将成为最具竞争力和复杂的市场。预计将于2020年将在2020年期间有超过20亿的数字买家,仅举48.8亿美元在全球零售电子商务销售额,到2040年,预计大约95%的购买量通过电子商务和85%的消费者在购买之前在线研究。通过这种方式,组织需要知道用户是否对其产品或服务产生积极或消极的,导致他们的品牌所感​​知的变化。出于这个原因,组织制定了管理他们的声誉的策略和工具;其中一个是情感分析,它被定义为提取来自客户的重要信息的自动化技术,与他们的态度,情感和意见有关。使用自动化算法执行此复杂数据分析。这些方法的方法假设本研究的利益对提取信息的提取,以便在组织的决策中使用它。最后,要了解更多关于其演变,趋势,研究领域,作者等等,从2007年迄今为止,从2007年应用了电子商务与情感分析的协同作用。

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