Mohsen Ghaffari , Alireza Aliahmadi , Abolfazl Khalkhali , Amir Zakery , Tugrul U. Daim , Mehdi Zamani
{"title":"利用轮胎行业专利探索技术领先者：主题建模方法","authors":"Mohsen Ghaffari , Alireza Aliahmadi , Abolfazl Khalkhali , Amir Zakery , Tugrul U. Daim , Mehdi Zamani","doi":"10.1016/j.techsoc.2024.102664","DOIUrl":null,"url":null,"abstract":"<div><p>Researchers have long been interested in the transportation industry, recognizing its significant impact on human societies. Specifically, the automobile industry and its components have garnered special attention due to the evolving nature of transportation technologies. With this in mind, this study aims to explore the current and future technologies within the tire industry as a technological-based component of the automotive industry. Additionally, the research examines the key topics, leaders of technology, and strategies of technology-owning companies in these topics. To carry out this investigation, we employed a combination of methods including patent analysis and topic modeling. The selection of leading technology companies was based not only on the number of patents but also on the impact and quality of their patents, which was carefully evaluated. By leveraging these methods and results, tire companies and other industries can gain a competitive edge in technology, acquire insights into the current and future market share of leading companies, and develop effective roadmaps for their own advancement.</p></div>","PeriodicalId":47979,"journal":{"name":"Technology in Society","volume":"78 ","pages":"Article 102664"},"PeriodicalIF":10.1000,"publicationDate":"2024-07-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Exploring the technological leaders using tire industry patents: A topic modeling approach\",\"authors\":\"Mohsen Ghaffari , Alireza Aliahmadi , Abolfazl Khalkhali , Amir Zakery , Tugrul U. Daim , Mehdi Zamani\",\"doi\":\"10.1016/j.techsoc.2024.102664\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><p>Researchers have long been interested in the transportation industry, recognizing its significant impact on human societies. Specifically, the automobile industry and its components have garnered special attention due to the evolving nature of transportation technologies. With this in mind, this study aims to explore the current and future technologies within the tire industry as a technological-based component of the automotive industry. Additionally, the research examines the key topics, leaders of technology, and strategies of technology-owning companies in these topics. To carry out this investigation, we employed a combination of methods including patent analysis and topic modeling. The selection of leading technology companies was based not only on the number of patents but also on the impact and quality of their patents, which was carefully evaluated. By leveraging these methods and results, tire companies and other industries can gain a competitive edge in technology, acquire insights into the current and future market share of leading companies, and develop effective roadmaps for their own advancement.</p></div>\",\"PeriodicalId\":47979,\"journal\":{\"name\":\"Technology in Society\",\"volume\":\"78 \",\"pages\":\"Article 102664\"},\"PeriodicalIF\":10.1000,\"publicationDate\":\"2024-07-23\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Technology in Society\",\"FirstCategoryId\":\"90\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0160791X24002124\",\"RegionNum\":1,\"RegionCategory\":\"社会学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"SOCIAL ISSUES\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Technology in Society","FirstCategoryId":"90","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0160791X24002124","RegionNum":1,"RegionCategory":"社会学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"SOCIAL ISSUES","Score":null,"Total":0}
Exploring the technological leaders using tire industry patents: A topic modeling approach
Researchers have long been interested in the transportation industry, recognizing its significant impact on human societies. Specifically, the automobile industry and its components have garnered special attention due to the evolving nature of transportation technologies. With this in mind, this study aims to explore the current and future technologies within the tire industry as a technological-based component of the automotive industry. Additionally, the research examines the key topics, leaders of technology, and strategies of technology-owning companies in these topics. To carry out this investigation, we employed a combination of methods including patent analysis and topic modeling. The selection of leading technology companies was based not only on the number of patents but also on the impact and quality of their patents, which was carefully evaluated. By leveraging these methods and results, tire companies and other industries can gain a competitive edge in technology, acquire insights into the current and future market share of leading companies, and develop effective roadmaps for their own advancement.
期刊介绍：
Technology in Society is a global journal dedicated to fostering discourse at the crossroads of technological change and the social, economic, business, and philosophical transformation of our world. The journal aims to provide scholarly contributions that empower decision-makers to thoughtfully and intentionally navigate the decisions shaping this dynamic landscape. A common thread across these fields is the role of technology in society, influencing economic, political, and cultural dynamics. Scholarly work in Technology in Society delves into the social forces shaping technological decisions and the societal choices regarding technology use. This encompasses scholarly and theoretical approaches (history and philosophy of science and technology, technology forecasting, economic growth, and policy, ethics), applied approaches (business innovation, technology management, legal and engineering), and developmental perspectives (technology transfer, technology assessment, and economic development). Detailed information about the journal's aims and scope on specific topics can be found in Technology in Society Briefings, accessible via our Special Issues and Article Collections.
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