Predicting Individual Debtor Rehabilitation Applications and Personal Bankruptcy Filings Using Big Data in Korea: An Analysis on the Relationship between the Number of Applications and Search Record Index

Yoo, Kyeongwon; Choi, Dong Ook; Jung, Jisu

doi:10.35736/jcs.31.1.6

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“…다양한 감성을 추출하는 방식으로 일반적으로 텍스트에 대한 긍정 적 혹은 부정적 언어를 분류하고 식별하는 텍스트 분류 문제에 활용 되고 있다(Hong, 2022;Hu et al, 2012). 특히 SNS텍스트는 실시 간으로 데이터가 생성된다는 점과 수집된 데이터는 소비자가 자발 적으로 입력한 것으로 소비자의 솔직한 감성이 반영되어 있다는 특 징을 지니고 있어 본 연구에 매우 적합한 분석방법이라 할 수 있다(Yoo et al, 2020).4. 의미연결망분석(Semantic network analysis)의미연결망 분석은 사회연결망 분석 기법을 적용한 것으로, 텍스 트(text) 내에서 메시지를 형성하는 단어들 간의 의미 도출 및 구조 적 관계 분석을 위한 분석방법이다(Wasserman & Faust, 1994).…”

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A Study on the Prospects and Development of the Golf Apparel Rental Market Using Big Data Analysis

Lee¹,

Lee²

2023

Korean J Sport Sci

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PURPOSE The purpose of this study was to understand the current market trend for golf apparel rental services and to present basic data to revitalize the golf apparel rental service market and prepare continuous growth plans. METHODS The following keywords were selected for data collection: "golf wear + rental (렌탈)," "golf wear + rental (대여)," "golf apparel + rental (렌탈)," and "golf apparel + rental (대여).“ The analysis period was limited to two years and seven months from January 1, 2020 to July 31, 2022, when COVID-19 began. The analysis was focused on the top 60 keywords to simplify the network. RESULTS Various keywords were extracted through text mining, TF-IDF, connection centrality, emotional analysis, and semantic network analysis of big data analysis. These were then categorized into four factors: “golf apparel rental service,” “self-expression and authentication,” “sharing economy,” and “emotion.” CONCLUSIONS The results of this study show that young golfers are unreluctant and are generally positive in renting golf apparel. Therefore, if the growing paradigm of the consumption behavior of MZ-generation golfers is recognized and analyzed and the requirements are continuously satisfied through various strategies, there will be a higher possibility to help expand the golf apparel rental market.

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A Study on the Prospects and Development of the Golf Apparel Rental Market Using Big Data Analysis

Lee¹,

Lee²

2023

Korean J Sport Sci

View full text Add to dashboard Cite

show abstract

Predicting Individual Debtor Rehabilitation Applications and Personal Bankruptcy Filings Using Big Data in Korea: An Analysis on the Relationship between the Number of Applications and Search Record Index

Cited by 1 publication

References 0 publications

A Study on the Prospects and Development of the Golf Apparel Rental Market Using Big Data Analysis

A Study on the Prospects and Development of the Golf Apparel Rental Market Using Big Data Analysis

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