• 제목/요약/키워드: corporate culture

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Enhancing Similar Business Group Recommendation through Derivative Criteria and Web Crawling

  • Min Jeong LEE;In Seop NA
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제17권10호
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    • pp.2809-2821
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    • 2023
  • Effective recommendation of similar business groups is a critical factor in obtaining market information for companies. In this study, we propose a novel method for enhancing similar business group recommendation by incorporating derivative criteria and web crawling. We use employment announcements, employment incentives, and corporate vocational training information to derive additional criteria for similar business group selection. Web crawling is employed to collect data related to the derived criteria from 'credit jobs' and 'worknet' sites. We compare the efficiency of different datasets and machine learning methods, including XGBoost, LGBM, Adaboost, Linear Regression, K-NN, and SVM. The proposed model extracts derivatives that reflect the financial and scale characteristics of the company, which are then incorporated into a new set of recommendation criteria. Similar business groups are selected using a Euclidean distance-based model. Our experimental results show that the proposed method improves the accuracy of similar business group recommendation. Overall, this study demonstrates the potential of incorporating derivative criteria and web crawling to enhance similar business group recommendation and obtain market information more efficiently.

한국 에코·친환경패션 분야의 연구동향 - 2010년부터 2014년까지 학회지를 중심으로 - (A Survey on the Research Trends in the Field of Eco and Eco-friendly Fashion in Korea - Focused on Journal Publications from 2010 through 2014 -)

  • 최해주
    • 복식
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    • 제66권5호
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    • pp.163-173
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    • 2016
  • As the severity of environmental problems has come to light in recent times environmental protection has garnered more interest and importance. The purpose of this study was to determine the current research trends in ecofriendly fashion in Korea by analyzing the research trends related to eco fashion, provide information necessary for developing eco and eco-friendly fashion in the future, and set the research direction for related research. The study analyzed 1,746 research papers in Journal of Korean Society of Costume, Journal of the Korean Society of Clothing and Textiles, Research Journal of the Costume Culture, and Journal of the Korea Fashion and Costume Design Association from 2010 to 2014, and a total of 55 research papers related to eco fashion were selected. Major conclusions of the study are as follows: First, Journal of the Korean Society of Clothing and Textiles published the most papers on eco fashion, Journal of the Korea Fashion and Costume Design Association published the fewest. Second, the highest number of research papers published in a year was 14 in 2014. Only a small number of papers were published in 2012, but the figure increased in 2014. Third, the most frequently covered topic among the 12 topics was the 'eco-friendly' topic with 13 papers (23.64%), followed by topics on corporate social responsibility (CSR), eco, sustainable, green, ethical, and recycle, respectively. The 7 topics above were covered by 47 of the selected 55 papers (85.45%). Fourth, the following research methods were used: the questionnaire method, literature review, case study, Internet search, costume construction, online survey and interview. The questionnaire method was used in 22 papers (29.33%), making it the most frequently used method. Fifth, fields of research were divided into fashion design(19 papers, 34.55%) and fashion marketing(36 papers, 65.45%). Papers on fashion design was published the most in 2010, and fashion marketing papers peaked in 2014. The use of eco fashion will be expanded in various ways in terms of country, firms and consumers in the future.

환대관광산업 소규모기업 사회적 책임활동(CSR): 회사 홈페이지 커뮤니케이션 분석을 중심으로 (Corporate Social Responsibility (CSR) of Small Enterprises in Hospitality and Tourism Industry)

  • 안영주
    • 유통과학연구
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    • 제15권7호
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    • pp.73-83
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    • 2017
  • Purpose - The purpose of this paper is to explore the CSR activities of small enterprises in hospitality and tourism industry in South Korea. Since previous research on CSR activities has considerably focused on large enterprises whereas small enterprises have relatively less attention, this study aims to explore the characteristics of small enterprises in hospitality and tourism industry and their CSR activities. Research design, data, and methodology - The population of interest for this study was social enterprises registered in Korea Social Enterprise Promotion Agency (2016), and it was used to verify the social enterprises which has a certification for social enterprises. From 1672 companies in total, the sampling frame was a database with 117 companies in hospitality and tourism industry. This study investigates social enterprises' CSR activities on the company's official websites (e.g., company reports, magazines, the news articles, and interviews). The websites of the selected enterprises in hospitality and tourism industry were analyzed for examining CSR activities by the quantitative content analysis. All of the CSR activities in small social enterprises were classified into six dimensions based on the stakeholder theory. Results - The findings of this study provide the characteristics of the 117 small social enterprises and their specific CSR initiatives. A total of eight main business lines were identified: 1) fair travel, 2) leisure/sports, 3) accommodation/camping, 4) medical tourism, 5) exhibitions/art events/cultural events, 6) leisure activities for vulnerable social groups, 7) Korean traditional culture, and 8) ecotourism/agricultural tourism. The CSR initiatives were classified into six dimensions: 1) environment, 2) employment, 3) multicultural families and vulnerable social groups, 4) local community, 5) economic prosperity, and 6) product. Conclusions - This study revealed the special CSR initiative examples of small enterprises in hospitality and tourism industry. Small social enterprises participate in CSR activities mainly related to their own business lines. Moreover, these enterprises are more closely embedded in their local community development, job creation and education for local residents and vulnerable social groups, and traditional heritage preservation. The findings of this study provide theoretical and practical implications and they can contribute to enrich CSR with literature for small enterprises in hospitality and tourism industry.

패션기업의 사회적 책임 활동 연구 (A Study on Social Responsibility Practices of Fashion Corporations)

  • 최민경;성희원
    • 한국생활과학회지
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    • 제22권1호
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    • pp.167-179
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    • 2013
  • In recent years, Corporate Social Responsibility (CSR) has received particular attentions from both practitioners and scholars. This study focused on Korean national fashion businesses and identified various types of CSR practices in addition to social contributions. Besides, comparison in corporation by size of the number of full-time employees and sales volume were examined. A total of 1054 cases of 147 brands, 86 corporations between 2000 and 2012 were collected from internet articles and brand home pages. Findings were as follows. First, the types of CSR activities were categorized into the following six: economic responsibility, legal responsibility, consumer protection, protection of worker's right, protection of environment, and social contribution. Social contribution took largest portion of CSR activities (67.7%), followed by environmental protection (14%), and protection of worker's right (6.2%). The other three types presented limited cases but included negative aspects of CSR. Social contribution consisted of six sub categories (culture & art, sports, education, donation, voluntary service, and campaign), and donation took the largest part of social contribution area. Second, comparing 86 corporations by the size of the number of full-time employees, companies more than 300 employees (38.1%) were more likely to practice CSR activities. Similarly, companies with more than 500 billion won sales (13.1%) were more active in their CSR activities than their counterparts. Suggestions are given for improving CSR practices to fashion business.

6시그마 핵심구성요소 선정 (Selection of Six Sigma Key Ingredients)

  • 조지현;장중순
    • 품질경영학회지
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    • 제34권4호
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    • pp.22-32
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    • 2006
  • In these days, most of Korean industries advocates and utilizes Six Sigma as an integrated innovation tool for all their business and manufacturing processes. Six Sigma is known to bring more financial and managerial achievements than other innovation methods and tools. However, such successes are not always guaranteed. To adopt and implement Six Sigma successfully, it is necessary to grasp and understand essential characteristics of Six Sigma and then identify suitable elements and complements in consideration of vision, strategies, capability, circumstance and environment of the company. Step by step implementation plan may be built based on those ingredients. This study is to find out key ingredients (KIs) of Six Sigma. Potential ingredients selected from previous studies of success factors and ingredients of Six Sigma and TQM, and criteria of quality awards like MBNQA, EFQM, Deming prize and Korean National Quality Awards (KNQA) are classified into 11 categories based on experts' opinion and affinity analysis: management leadership, belt system, training, six sigma system, compensation, organization, corporate culture, customer focused, project selection, management of project results, and managerial achievements. Irrelevant or ineffective potential ingredients are discarded using factor analysis for the questionnaires answered by champions, MBB's and BB's of 90 Korean companies that have more than 3 years experience of Six Sigma. Also from the factor analysis, 3 factors are derived for each categories respectively except the managerial achievement category. Those 11 categories and 30 factors are defined as KIs of Six Sigma. This study also reveals that there is difference according to enterprise size, type of business, and implementation time in terms of KI's, and prioritizes KI's that an enterprise to pursue Six Sigma successfully should consider according to its characteristics.

워라밸 이슈 비교 분석: 한국과 미국 (Comparative Analysis of Work-Life Balance Issues between Korea and the United States)

  • 이소현;김민수;김희웅
    • 한국정보시스템학회지:정보시스템연구
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    • 제28권2호
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    • pp.153-179
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    • 2019
  • Purpose This study collects the issues about work-life balance in Korea and United States and suggests the specific plans for work-life balance by the comparison and analysis. The objective of this study is to contribute to the improvement of people's life quality by understanding the concept of work-life balance that has become the issue recently and offering the detailed plans to be considered in respect of individual, corporate and governmental level for society of work-life balance. Design/methodology/approach This study collects work-life balance related issues through recruit sites in Korea and United States, compares and analyzes the collected data from the results of three text mining techniques such as LDA topic modeling, term frequency analysis and keyword extraction analysis. Findings According to the text mining results, this study shows that it is important to build corporate culture that support work-life balance in free organizational atmosphere especially in Korea. It also appears that there are the differences against whether work-life balance can be achieved and recognition and satisfaction about work-life balance along type of company or sort of working. In case of United States, it shows that it is important for them to work more efficiently by raising teamwork level among team members who work together as well as the role of the leaders who lead the teams in the organization. It is also significant for the company to provide their employees with the opportunity of education and training that enables them to improve their individual capability or skill. Furthermore, it suggests the roles of individuals, company and government and specific plans based on the analysis of text mining results in both countries.

다문화교육의 규범적 방향 모색 (A Study on Multi-cultural Education and Its Normative Orientation)

  • 강혜경
    • 가족자원경영과 정책
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    • 제14권4호
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    • pp.151-171
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    • 2010
  • Multi-culturalization in our society may be the cause of many problems, but if appropriately dealt with, diversity brought on by multi-culturalization could resolve chronic abuses in education and create a new culture, thereby contributing greatly to national development. The purpose of this study was to examine the current research on multi-cultural education and to provide a normative orientation to multi-cultural education. The literature research was conducted between March 2008 and September 2009. The followings are the findings of this study. First, the results reveal that the appropriate target of a multi-cultural society should not be assimilation, but rather, multi-culturalism. Multi-culturalism has greater adaptability, and the key lies in its respect for human rights, its strengthening of multi-cultural capacity, and its consideration for the minority by moving toward corporate multi-culturalism that aims for equality in results. Second, the first form of multi-cultural education emphasizes neutrality and argues that it is the best way to respect different cultures. This form of multi-cultural education emphasizes neutrality toward "sameness." In this context, sameness means equality of the rights of human beings. The other form of multi-cultural education emphasizes diversity and argues that it is the best way to respect different cultures. It focuses on the recognition of particularity. But it reveals its shortcomings when it excludes interaction not only between an individual and the culture, but also between the insider and outsider of the culture and its social institutions. Thus, multi-cultural education for mutual understanding is suggested. Third, it has been found that pure homogeneous nationalism must be destroyed, but nationalism needs to transform itself rather than be abolished in a globalized and multi-cultural society. Moreover, on behalf of pursuing open nationalism, the self-transformation of nationalism is advisable, in order to for it to overcome its antagonistic and exclusive nature.

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미디어역량 모델개발을 위한 기초 연구 (Basic Study for Developing Media Competency Model)

  • 이찬;박여성;이병준;최영준
    • 문화예술교육연구
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    • 제6권3호
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    • pp.21-37
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    • 2011
  • 이 연구의 목적은 생애 전 영역에서 활용가능한 문화역량모델 개발을 논의하고 학교교육, 평생교육, 기업교육 분야에서 적용할 수 있는 미디어 분야의 문화역량모델을 개발하는데 있었다. 연구의 목적을 달성하기 위해 문헌고찰 및 미디어 분야의 고성과자를 대상으로 한 패널 워크숍, 전문가 검증 등을 실시하여 문화역량을 구명하고, 이를 바탕으로 미디어 분야의 문화역량모델을 개발하였다. 그 결과 미디어 분야에서 달성해야할 핵심성과를 도출하였는데, 이는 업무의 효율성 증대, 창의적 기획 가능, 미디어 환경 변화, 사회문화에 대한 이해 및 참여 증대, 관계능력 향상, 자기성찰의 기회 증대, 자기만족과 같다. 이러한 핵심성과를 달성하는데 요구되는 문화역량은 62개가 구명되었으며, 각 역량에 대한 역량정의와 행동지표를 도출하여 최종적인 미디어 분야의 문화역량모델을 제시하였다.

펫푸드(반려동물 식품)분야 국내 특허 동향 분석 (Current Patent Status of Pet Food in Korea)

  • 이윤주;송준석
    • 문화기술의 융합
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    • 제9권5호
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    • pp.625-633
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    • 2023
  • 전 세계적으로 반려동물 문화와 관련 산업이 함께 확장되고 있다. 반려동물 산업 중 펫푸드(반려동물 식품)는 반려동물 산업에서 상당히 많은 지분을 차지하는 분야이다. 현재 국내 펫푸드 시장은 수입 제품의 의존도가 높은 상황이며, 관련 산업의 경쟁력 확보 및 기술개발을 위해서 지적재산권 확보는 매우 중요한 역할을 한다. 따라서, 우리는 국내 펫푸드 특허의 현황과 전망을 파악하기 위해 구체적으로 시계열 및 출원인별 통계분석, IPC 기술분석을 실시하여 기술 발전 단계, 기업의 기술개발 및 혁신력, 특허출원 분포와 주요 기업 및 연구기관의 기술을 분석하였다. 연구결과, 펫푸드 관련 국내 연구 활동은 현재 성숙기로 접어든 것으로 나타났으며, 국내 펫푸드에 대한 특허출원 동향은 국내기업 외 다국적 기업의 참여도 높은 것으로 나타났다. 또한, 특허출원의 대다수는 사료 및 식품 쪽으로 집중되었다. 향후, 국내 펫푸드 산업의 성장을 위해 국내외 소비자들의 수요와 일치되는 기술개발과 펫푸드로 파생되는 IT 및 첨담기술을 접목하여 특허 기술을 발전시킬 필요가 있다. 이러한 연구와 개발을 통해 우리는 국내 펫푸드 산업이 지속적인 성장을 이루어낼 수 있을 것으로 기대한다.

사람중심 기업가정신이 중소기업 성과에 미치는 영향에 관한 연구: 직렬다중매개효과 분석을 중심으로 (An Empirical Study on the Influence of Humane Entrepreneurship on SMEs Performance: Focused on the Serial Multiple Mediation Effect)

  • 이일한
    • 벤처창업연구
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    • 제15권2호
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    • pp.221-234
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    • 2020
  • 급변하는 경제 환경 속에서 기업의 지속적인 성장(Scale-up)을 위해 기업가정신의 역할이 중요해지면서 많은 연구가 이루어지고 있다. 그간의 연구는 효율만을 강조하는 사업 중심의 성장을 주로 다루어 왔다. 그러나 최근 들어 기업 효율성 추구보다는 사람이 더 중요시되고 있는데 반해 사람중심의 기업가정신 특성에 대한 연구는 활발히 진행되지 못하였다. 특히, 중소기업을 대상으로 한 연구는 미비한 실정이다. 이에 본 연구에서는 사람중심 기업가정신 특성이 중소기업의 비지니스 생태계와 회사탁월성에 어떠한 영향을 미치는지, 비지니스 생태계와 회사탁월성은 기업성과에 어떤 영향을 주는지를 연구하는데 목적이 있다. 따라서 본 연구는 기업의 사람중심 기업가정신 특성을 공감, 역량개발, 권한위임, 업무몰입도로 구분하고 각각의 독립변수들이 매개변수인 비지니스 생태계와 화사탁월성에 미치는 영향과 비지니스 생태계와 회사탁월성이 경영성과에 미치는 영향을 살펴보는 인과관계 분석이 주된 연구대상이다. 연구의 결과를 자세히 제시하면 다음과 같다. 사람중심 기업가정신 특성과 비지니스 생태계 간의 인과관계에 대한 실증 연구결과를 요약하면 공감, 역량개발, 권한위임, 업무몰입도는 비지니스 생태계에 유의한 영향을 미치는 것으로 나타났다. 사람중심 기업가정신 특성과 회사탁월성 간의 인과관계에 대한 실증 연구결과를 요약하면 업무몰입도는 회사탁월성에 유의한 영향을 미치는 것으로 나타났으며, 공감, 역량개발, 권한위임은 통계적으로 회사탁월성에 유의한 영향을 미치지 않는 것으로 나타났다. 기업역량인 비지니스 생태계와 회사탁월성과 경영성과 간의 인과관계에 대한 실증 연구결과를 요약하면, 비지니스 생태계는 경영성과에 통계적으로 유의한 영향을 미치지 않는 것으로 나타났으며, 회사탁월성은 경영성과에 유의한 영향을 미치는 것으로 나타났다. 또한, 추가분석에서 사람중심 기업가정신이 회사탁월성을 거쳐 경영성과에 미치는 개별매개 효과는 통계적으로 유의한 효과를 가지는 것으로 나타났으며, 사람중심 기업가정신이 비지니스 생태계와 회사탁월성을 경유하여 경영성과에 미치는 개별매개효과가 나타났다. 이상의 연구결과와 함께 본 연구를 통해 다음과 같은 시사점을 제시할 수 있다. 첫째, 기존연구와 더불어 사람중심 기업가정신을 활용하여 중소기업을 대상으로 실증연구 했다는 점이다. 중소기업은 대기업이나 공공기관보다 사람중심 경영에 대한 인식이 낮을 것으로 추측되었으나 분석결과 사람중심 기업가정신이 비지니스 생태계에 큰 영향을 미치고 있음을 확인하였다는데 큰 의미가 있다고 하겠다. 둘째, 직렬 다중매개효과 분석의 연구결과는 기업에서 사람지향성의 분위기가 높을수록 기업가 지향성의 분위기도 높아지는 경향이 있으며, 사람중심 기업가정신이 경영성과에 미치는 영향에 있어 비지니스 생태계와 회사탁월성이라는 매개변수를 투입하여 매개효과를 검증함으로써 사람중심 기업가정신이 경영성과에 영향력을 미치는 경로를 확인하였다는 점이다. 마지막으로 우리나라 중소기업에 대한 사람중심 기업가정신에 대한 연구가 활성화되어 중소기업의 사업모델이 혁신형으로 전환하는데 이론적 기반을 제공할 수 있기를 기대해 본다.