{"title":"Technological innovation, new solutions, branding, and promotion: Twitter and technical report use in Japanese’s companies","authors":"Yuta Kitano, Tetsuo Yamada, K. Tan","doi":"10.1080/17517575.2021.1907863","DOIUrl":null,"url":null,"abstract":"ABSTRACT Manufacturing companies publish a variety of own data via social media platforms Twitter and also technical reports concerning the new technologies developed in-house. This study aims to analyse corporate social networking service data and technical reports to bring to light the technological innovations taking place in Japanese manufacturing companies. It uses text mining, a text data analysis method to extract useful information (from published technical reports) by dividing normal text data into words and phrases. The results show the strategic differences that exist between Twitter and technical reports in terms of bringing new information to consumers and companies.","PeriodicalId":11750,"journal":{"name":"Enterprise Information Systems","volume":"15 1","pages":"1683 - 1712"},"PeriodicalIF":4.4000,"publicationDate":"2021-08-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Enterprise Information Systems","FirstCategoryId":"94","ListUrlMain":"https://doi.org/10.1080/17517575.2021.1907863","RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"COMPUTER SCIENCE, INFORMATION SYSTEMS","Score":null,"Total":0}
引用次数: 0
Abstract
ABSTRACT Manufacturing companies publish a variety of own data via social media platforms Twitter and also technical reports concerning the new technologies developed in-house. This study aims to analyse corporate social networking service data and technical reports to bring to light the technological innovations taking place in Japanese manufacturing companies. It uses text mining, a text data analysis method to extract useful information (from published technical reports) by dividing normal text data into words and phrases. The results show the strategic differences that exist between Twitter and technical reports in terms of bringing new information to consumers and companies.
期刊介绍:
Enterprise Information Systems (EIS) focusses on both the technical and applications aspects of EIS technology, and the complex and cross-disciplinary problems of enterprise integration that arise in integrating extended enterprises in a contemporary global supply chain environment. Techniques developed in mathematical science, computer science, manufacturing engineering, and operations management used in the design or operation of EIS will also be considered.