{"title":"Mapping Higher Education Internationalisation as a Research Space via Natural Language Processing (NLP) Techniques","authors":"Yuan Gao, Xuechun Wang, Xu Liu","doi":"10.1177/10283153241251924","DOIUrl":null,"url":null,"abstract":"The productivity of a specific research field hinges on the periodic examination of both the knowledge produced and the knowledge production activities. By harnessing the strength of traditional bibliometric analyses and a variety of Natural language processing (NLP) techniques, this study portrayed a holistic landscape of higher education internationalisation (HEI) research that incorporated time and region through a spatial lens. The findings reveal the field's evolution into establishment, significant regional variations in research focus, and the expansion of networks for disseminating knowledge. These factors collectively contribute to a diverse ‘lived’ space of HEI research. However, the dominance of Western-centric key concepts, theories, and discourses highlights a homogenous ‘conceived’ space, pointing to an underlying tension between these spaces. Despite these challenges, opportunities for breakthroughs exist. Additionally, the study underscores the immense potential of NLP techniques in facilitating the exploration of how research fields evolve, further enriching our understanding of HEI.","PeriodicalId":47802,"journal":{"name":"Journal of Studies in International Education","volume":null,"pages":null},"PeriodicalIF":2.8000,"publicationDate":"2024-05-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Studies in International Education","FirstCategoryId":"95","ListUrlMain":"https://doi.org/10.1177/10283153241251924","RegionNum":3,"RegionCategory":"教育学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"EDUCATION & EDUCATIONAL RESEARCH","Score":null,"Total":0}
引用次数: 0
Abstract
The productivity of a specific research field hinges on the periodic examination of both the knowledge produced and the knowledge production activities. By harnessing the strength of traditional bibliometric analyses and a variety of Natural language processing (NLP) techniques, this study portrayed a holistic landscape of higher education internationalisation (HEI) research that incorporated time and region through a spatial lens. The findings reveal the field's evolution into establishment, significant regional variations in research focus, and the expansion of networks for disseminating knowledge. These factors collectively contribute to a diverse ‘lived’ space of HEI research. However, the dominance of Western-centric key concepts, theories, and discourses highlights a homogenous ‘conceived’ space, pointing to an underlying tension between these spaces. Despite these challenges, opportunities for breakthroughs exist. Additionally, the study underscores the immense potential of NLP techniques in facilitating the exploration of how research fields evolve, further enriching our understanding of HEI.
期刊介绍:
To broaden the discourse on the role of international cooperation and exchange in developing the human capacity to work in a global setting, the Journal of Studies in International Education provides a forum combining the research of scholars, models from practitioners in the public or private sector, and essays. The journal publishes research, essays, and reviews on international education. Articles place issues at the primary, secondary, higher education, professional exchange, and lifelong learning levels in a global context. Topics include: study abroad; curriculum reform; faculty development; and development assistance. Articles on related topics such as public policy and internationalization strategies also appear in the Journal.