국내 사회적경제 연구 동향 분석: 텍스트 네트워크, 토픽 모델링 분석기법의 활용한 시기별 핵심 키워드 비교

Mingee Choi, Ji Young Park, Hyun Min Hong
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Abstract

The purpose of this study is to examine the domestic research trends of social economy and to suggest the direction of future research using text networks and topic modeling analysis techniques. In this study, a total of 3,500 academic papers suitable for the research purpose registered in the Korean Journal Yongin Index(KCI) were set as analysis targets, and core keywords and research topics were compared and analyzed by major period.. As a result of the study, the words that appear in common across time were ‘Responsibility’, ‘Region’, ‘Entrepreneur’, ‘Service’, and ‘Consumer’. Since 2007, new words such as ‘capital’, ‘government’, ‘policy’, ‘system’, ‘management’, and ‘brand’ have emerged in common, which can be interpreted as the result of revitalization of related research as social economy-related legislation progresses.. This study has theoretical implications in that it deepened the knowledge base on domestic social economy research trends by analyzing vast amounts of data processing using text mining techniques.
国内社会经济研究动向分析:运用文本网络、话题建模分析法比较各时期关键词
本研究旨在检视国内社会经济的研究趋势,并利用文本网络和主题建模分析技术,提出未来的研究方向。本研究以韩国期刊龙仁指数(KCI)中注册的3500篇符合研究目的的学术论文为分析对象,按主要时期对核心关键词和研究课题进行比较分析。这项研究的结果是,随着时间的推移,出现的共同词汇是“责任”、“地区”、“企业家”、“服务”和“消费者”。2007年以来,“资本”、“政府”、“政策”、“制度”、“管理”、“品牌”等新词相继出现,这可以解释为随着社会经济相关立法的推进,相关研究得到了振兴。本研究利用文本挖掘技术对大量数据处理进行分析,加深了国内社会经济研究趋势的知识库,具有一定的理论意义。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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