利用情感分析为在线交通应用中的竞争优势进行品牌定位(研究对象:Go-Jek 和 Grab)

Mufrihah Fitriyani, Tri Widarmanti
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引用次数: 0

摘要

工业革命4.0中技术和信息的发展对互联网用户数量的增加产生了影响。社交媒体是在短时间内表达意见、分享和接收信息,从而产生用户生成内容(UGC)的场所。不仅是个人,公司也会利用社交媒体与客户互动,了解公司在客户心目中的地位。通过在社交媒体上的品牌定位,企业可以与竞争对手进行比较,衡量企业在社交媒体上的竞争优势。本研究旨在确定印度尼西亚在线交通应用的顶级品牌Go-Jek和Grab通过Twitter的品牌定位和竞争优势。本研究采用的方法是混合方法。本研究通过使用RStudio 4.2.2版本的软件在Twitter上抓取数据来获取数据。本研究处理的数据是UGC,以tweets的形式呈现,关键词为“goride”和“grabbike”,分别是各在线交通品牌的产品。本研究的数据收集时间为2022年11月1日至11月30日。然后使用情感分析对数据进行处理,并使用Wordcloud进行文本可视化,以分析用户经常讨论的话题。结果显示了各在线交通应用的地位和优缺点。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Brand Positioning untuk Keunggulan Bersaing pada Aplikasi Transportasi Online Menggunakan Sentiment Analysis (Studi pada: Go-Jek dan Grab)
The development of technology and information in the industrial revolution 4.0 an impact on the increasing number of internet users. Social media is a place to express opinions, share and receive information in a short time to produce User Generated Content (UGC). Not only individuals, but companies also use social media to interact with their customers to understand the company's position in the eyes of customers. Through brand positioning on social media, companies can compare with competing companies to measure their competitive advantage on social media. This study aims to determine the brand positioning and competitive advantage of the top brands of online transportation applications in Indonesia, namely Go-Jek and Grab via Twitter. The method used in this research is a mixed method. This study obtained data through crawling data on Twitter using RStudio version 4.2.2 software. The data processed in this study is UGC in the form of tweets with the keywords "goride" and "grabbike" which are products of each online transportation brand. Data collection in this study was carried out from November 1 2022 to November 30, 2022. Then the data was processed using sentiment analysis and text visualization using Wordcloud to analyze what topics are frequently discussed by users. The results show the position as well as the advantages and disadvantages of each online transportation application.
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