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Analysis entrepreneurship trends using keyword analysis of news article Big Data :2013~2022 (뉴스기사 빅데이터의 키워드분석을 활용한 창업 트렌드 분석:2013~2022 )

  • Jaeeog Kim;Byunghoon Jeon
    • Journal of Platform Technology
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    • v.11 no.3
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    • pp.83-97
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    • 2023
  • This research aims to identify startup trends by analyzing a large number of news articles through semantic network analysis. Using the BIGKinds article analysis service provided by the Korea Press Foundation, 330,628 news articles from 19 newspapers from January 2013 to December 2022 were comprehensively analyzed. The study focused on exploring the changes in key issues over the past decade, considering the impact of the social environment and global economic trends on entrepreneurship. We compared the number of news articles and changes in issues before and after the COVID-19 pandemic, and visualized entrepreneurship trends through frequency analysis, relationship analysis, and correlation analysis. The results of the study showed that the top keywords for entrepreneurship-related words are startup activation and commercialization, and the correlation between COVID-19 and entrepreneurship keywords is almost negligible in a linear sense, but the number of news articles decreased during the pandemic, which has an impact. In particular, the most frequently mentioned keywords are Ministry of SMEs and Startups, place is the United States, and person is limited. The agency was the SBA, and the entrepreneurship sector is more affected by social issues than any other sector, with the important characteristics of increased frequency of prompt access. This study supplies essential basic data for understanding and exploring issues and events related to entrepreneurship and suggests future research topics in the field.

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A Study on the Problems and Improvement Plan of Using of Non-Lawyer Arbitrator (비변호사 중재인 활용의 문제점과 개선방안)

  • Ahn, Keon-Hyung
    • Journal of Arbitration Studies
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    • v.25 no.1
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    • pp.47-64
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    • 2015
  • Pursuant to Article 109(1) of the Attorney-at-Law Act of Korea, a person, not an attorney-at-law, who receives or promises to receive money, articles, entertainment or other benefits or who gives or promises to give those things to a third party, in compensation for providing or mediating legal services, such as examination, representation, arbitration(emphasis added), settlement, solicitation, legal consultation, making of legal documents, etc. shall be punished by imprisonment with prison labor for not more than 7 years or by a fine not exceeding KRW 50 million or may be punished by both and there is no specific provision on qualification of arbitrator except on nationality of an arbitrator in the Arbitration Act of Korea. Then, the question arises, can any non-lawyer arbitrator who receives arbitrator's fees be punished in accordance with the Attorney-at-Law Act in Korea? To search for an answer for this matter, this paper examines the Arbitration Act or the Civil Procedure Code of 33 major countries in the world and explains a research on the participation ratio of non-lawyer arbitrators in all 360 arbitration cases registered in 2012 at the Korean Commercial Arbitration Board (KCAB).

The Analysis of Satisfaction and Preference Rates of Bathroom Design in Mid-class Apartment Residents - Focused on Residents's age of Brand Apartment in Seoul Metropolitan Area - (중규모 아파트 거주자의 욕실디자인 만족도와 선호도 분석 - 수도권 브랜드 아파트 거주자의 연령을 중심으로 -)

  • Shin, Kyung-Joo;Hwang, Yun-Jung;Rhee, Jee-Heon
    • Korean Institute of Interior Design Journal
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    • v.17 no.5
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    • pp.12-22
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    • 2008
  • The purpose of this article is to establish fundamental sources and guidelines of bathroom designs of brand apartments in Korea. The article examines the current conditions of bathroom, satisfaction rates, and preference rates of residents in Mid-sized apartment units of the top five brand apartments based on construction capacity and brand popularity. A total of 427 samples, acquired via internet survey, were analyzed with the statistical computer program SPSS PC+ window version 15.0. The conclusions of the article are as follows: 1) Fixtures and products which fulfill various behaviors, as well as multi-functional space programming, are demanded. 2) Developing clear standards of basic bathroom fixtures and environments is also required in further research and to be applied to practical bathroom design. 3) The bathroom fixtures and environments ought to accommodate all age groups. 4) Respondents preferred a separated dry floor, either toilet or sink portion, to a full-dry or full-wet floor. 5) Respondents of all age groups considered bathroom as a private space, thus it should facilitate various private activities. The results of this study would contribute to adequate and sound bathroom design as key information.

The Assessment Method for the Strategic Potential of Personnel with the Example of JTI Kazakhstan

  • Tazhiyeva, Samal;Otarbayeva, Aigul
    • The Journal of Industrial Distribution & Business
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    • v.7 no.2
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    • pp.5-12
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    • 2016
  • Purpose - The purpose of this article is to review the key features and benefits with different methods which is suitable for a particular organization (in this article JTI Kazakhstan) as well as for assessing the capacity of a staff and identification. Research design, data and methodology - Current approaches were used to assess a staff capacity and classify groups. By comparing each other and marked different application methods, this article developed the method for the employment of personal potential and control management process. Results - Through this analysis, assessing labor capacity functioned as an evaluation and assessment for employee competence. Examples suggested practical recommendations for assessing employees' labor potential. Conclusions - It is important not just to bring together several techniques but adapt the conditions with existing organization with the professionalism and experience of specialists in managing the evaluation process. In terms of the implementation of this task, it is necessary to have knowledge in the field of psychology as well as business processes, objectives, and specificities of companies including the relevant personal qualities.

Marital Relations: A Crithical Review and Development of Measurement (결혼만족도 연구와 척도의 고찰을 통한 새로운 연구 방향과 척도의 모색)

  • 정현숙
    • Journal of the Korean Home Economics Association
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    • v.35 no.1
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    • pp.191-204
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    • 1997
  • Reserarch on marital satisfaction adjustment or quality has been one of the most frequently studies area of the investigation in the family field. Yet there has been many problems with the theory and empirical work in this area especially in the area of definitional ambiguity problems of dimensionality level of analysis and problems of measurement. This article is a critical review of this work including both theoretical and empirical problems that typically have occured with the previous research Also a section on suggested modifications for future research in this area and a section of suggestion of new marital satisfaction measurement are included.

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The Dynamics of Research Output by Indonesian Scientist, Period of 1945-2021

  • Prakoso Bhairawa, Putera;Ida, Widianingsih;Sinta, Ningrum;Suryanto, Suryanto;Yan, Rianto
    • Asian Journal of Innovation and Policy
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    • v.11 no.3
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    • pp.397-420
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    • 2022
  • This research was conducted by applying a bibliometric analysis to determine the dynamics of research topics from ten percent of research output (international publications) generated by Indonesian scientists from the period of 1945-2021. This study utilizes VOSviewers version 1.6.18 for analysis and visualization of bibliometric networks. The research results indicate that 50.24% of Indonesian international publications are published in the form of articles, with subjects such as: Agricultural and Biological Sciences, Medicine, and Earth and Planetary Sciences as the most dominating subject areas. Regarding the author, Tjia, MO from Bandung Institute of Technology was acknowledged as the top author in terms of the number of publications produced for two periods. The article entitled "Global, regional, and national prevalence of overweight and obesity in children and adults during 1980-2013: A systematic analysis for the Global Burden of Disease Study 2013" (Ng et al., 2014) became the most cited one.

A Recent Update of Clinical and Research Topics Concerning Adult Moyamoya Disease

  • Jeon, Jin Pyeong;Kim, Jeong Eun
    • Journal of Korean Neurosurgical Society
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    • v.59 no.6
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    • pp.537-543
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    • 2016
  • A better understanding of moyamoya disease (MMD), such as natural clinical course, surgical outcomes and research, has been obtained. This review article focuses on an giving an update for adult MMD in the Korean population. In this paper, we mainly discuss the results of our domestic investigations including meta-analysis, and related subjects from other countries.

The Political Dynamics of Policy Networks and Advocacy Coalitions in South Korea's Healthcare Policymaking : The 20 Years of Debates to Inaugurate a Single-Payer System (한국에서의 의료보험조합 통합일원화 논의의 정치 : 정책 네트워크, 옹호연합, 그리고 보건의료 정책형성의 동태성)

  • Kim, Soon‐yang
    • Korean Journal of Social Welfare Studies
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    • v.42 no.4
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    • pp.61-102
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    • 2011
  • The purpose of this article is to anatomize the political dynamics of South Korea's healthcare policymaking through the integrative analytical framework combining the policy network perspective and the advocacy coalition theory. This framework is expected to be advantageous to the analysis of Korea's turbulent healthcare policy change from a systematic and process-driven point of view. A target of analysis is the two decades of turbulence to transform the health insurance system into a single payer system. Through the analysis, this article tries to illuminate the dynamics of Korea's healthcare policymaking, by connecting environmental context, policy networks, advocacy coalitions, and policy outputs. For a case study, this article classifies the debates to inaugurate a single payer system into four sub-phases and conducts longitudinal comparative research.

Topic Modeling of News Article Related to Franchise Regulation Using LDA (LDA 를 이용한 '프랜차이즈 규제' 관련 뉴스기사 토픽모델링)

  • YANG, Woo-Ryeong;YANG, Hoe Chang
    • The Korean Journal of Franchise Management
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    • v.13 no.4
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    • pp.1-12
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    • 2022
  • Purpose: In 2020, the franchise industry accomplished a significant growth compared to the previous year, as the number of franchise companies increased by 9.0% while the number of franchise brands increased by 12.5%. Despite growth in size, the Korean franchise industry underwent many negative incidents, such as franchise ownership sales to private equity funds, that led to deterioration of businesses. From this point of view, this study aims to make various proposals to help policy makers develop franchise industry policies by analyzing trends of the current and previous presidential administrations' franchise policies and regulations using newspaper articles. Research design, data and methodology: A total of 7,439 articles registered in Naver API from February 25, 2013 to November 29, 2021 were extracted. Among them, 34 unrelated video articles were deleted, and a total of 7,405 articles from both administrations were used for analysis. The R package was used for word frequency analysis, word clouding, word correlation analysis, and LDA (Latent Dirichlet Allocation) topic modeling. Results: The keyword frequency analysis shows that the most frequently mentioned keywords during the previous administration include 'no-brand', 'major company', 'bill', 'business field', and 'SMEs', and those mentioned during the current administration include 'industry' and 'policy'. As a result of LDA topic modeling, 9 topics such as 'global startups' and 'job creation' from the previous administration, and 10 topics such as 'franchise business' and 'distribution industry' from the current administration were derived. The results of LDAvis showed that the previous administration operated a policy based on mutual growth of large and small businesses rather than hostile regulations in the franchise business, whereas the current administration extended the regulation related to franchise business to the employment sector. Conclusions: The analysis of past two administrations' franchise policy, it can be suggested that franchisors and franchisees may complement each other in developing the Fair Transactions in Franchise Business Act and achieving balanced growth. Moreover, political support is needed for sound development of franchisors. Limitations and future research suggestions are presented at the end of this study.

Segmentation of Movie Consumption : An Application of Latent Class Analysis to Korean Film Industry (잠재계층분석기법(Latent Class Analysis)을 활용한 영화 소비자 세분화에 관한 연구)

  • Koo, Kay-Ryung;Lee, Jang-Hyuk
    • Journal of the Korean Operations Research and Management Science Society
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    • v.36 no.4
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    • pp.161-184
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    • 2011
  • As movie demands become more and more diversified, it is necessary for movie related firms to segment a whole heterogeneous market into a number of small homogeneous markets in order to identify the specific needs of consumer groups. Relevant market segmentation helps them to develop valuable offer to target segments through effective marketing planning. In this article, we introduce various segmentation methods and compare their advantages and disadvantages. In particular, we analyze "2009~2010 consumer survey data of Korean Film Industry" by using Latent Class Analysis(LCA), a statistical segmentation method which identifies exclusive set of latent classes based on consumers' responses to an observed categorical and numerical variables. It is applied PROC LCA, a new SAS procedure for conducting LCA and finally get the result of 11 distinctive clusters showing unique characteristics on their buying behaviors.