• 제목/요약/키워드: media enterprises

검색결과 79건 처리시간 0.025초

텍스트 마이닝을 이용한 정보보호인식 분석 및 강화 방안 모색 (The Analysis of Information Security Awareness Using A Text Mining Approach)

  • 이태헌;윤영주;김희웅
    • 정보화정책
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    • 제23권4호
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    • pp.76-94
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    • 2016
  • 최근 정보보호 분야에서는 사회공학, 랜섬웨어와 같은 정보보호 기술만으로는 막을 수 없는 공격이 증가하고 있으며, 이에 따라 정보보호인식의 중요성이 부각되고 있다. 또한 정보보호 업계의 수익악화가 두드러짐에 따라 정보보호 업계의 신성장동력을 탐색하고 해외시장을 개척하고자 하는 노력이 증대 되고 있다. 이에 따라 본 연구는 사람들이 생각하는 정보보호 관련 이슈들을 도출하고, 온라인에서의 정보보호 관련 이슈의 국가간 비교 분석을 통하여 한국의 정보보호인식의 개선방안을 제안하고자 한다. 이를 위해 본 연구에서는 토픽 모델링 기법을 적용하여 한국과 미국, 중국의 정보보호 관련 이슈를 확인 하고, 감성 분석을 통하여 점수를 측정해 비교 분석하였다. 본 연구의 학술적 시사점은 비정형 데이터인 트위터의 트윗을 텍스트 마이닝 기법인 토픽 모델링과 감성 분석 기법을 통해 분석하고, 도출된 이슈를 기반으로 국가간 비교 연구를 수행 하였으며 이를 바탕으로 한국의 정보보호인식 강화 방안을 탐색하였다는 점에서 의의가 있다. 또한 본 연구의 실무적 시사점은 트위터 API를 통한 실제 데이터를 이용한 연구로 본 연구 모델을 활용하여 국내 이슈 및 해외 시장 분석에 활용 가능할 것 이라는 점에 있다.

공유경제와 O2O를 활용한 Chauffeured Car Services의 이용의도에 관한 연구 (Use Intention of Chauffeured Car Services by O2O and Sharing Economy)

  • 전수부;무윤택;이종호
    • 유통과학연구
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    • 제15권12호
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    • pp.73-84
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    • 2017
  • Purpose - Over recent years, O2O and shared economy have been an eye-catching topic. Many researches on O2O and shared economy have been published gradually. The emerging enterprise of chauffeured car services developed rapidly in the past two years. Therefore, it is necessary to explore the influencing factors of use intention of the chauffeured car services users. Through active use of O2O and shared economy, put up with operation strategy in line with their use intention. Research design, data, and methodology - After collecting 324 respondents in China with questionnaires, this study begin the empirical research with users of Chauffeured Car Services, and analyzes data with IBM SPSS 24.0 and IBM AMOS 24.0. Results - Personal Propensity to Trust significantly affects the Initial Trust of chauffeured car services users. Firm Reputation significantly affects the Initial Trust and use intention of chauffeured car services users. Initial Trust significantly affects the use intention of chauffeured car services users. Performance Expectancy and Effort Expectancy significantly affect chauffeured car services users' use intention. Social Influence also significantly affects the use intention of chauffeured car services users. Conclusions - First, Initial Trust significantly affects the use intention of chauffeured car services users. Thus, the enterprise should make efforts to improve users' initial trust in order to attract their attention. For this reason, chauffeured car services enterprises should conduct questionnaires to deeply explore what needs can improve users' initial trust. Second, performance expectancy and effort expectancy significantly affect chauffeured car services users' use intention. When users enjoy chauffeured car services, they attach great importance to the convenience, simplicity and efficiency, which reflects that chauffeured car services' desire for greater development in the O2O and shared economy market. Therefore, they need to grasp users' needs (convenience, simplicity and efficiency) and carefully improve the quality of chauffeured car services. Finally, social influence also significantly affects the use intention of chauffeured car services users. It means friend recommendation or mass media influences users' intention. So, it is more important to increase differentiated benefits, advertising and publicity of chauffeured car services.

가정학 전공자의 취업과 전망 (A Study of Current Employment and Future Trends for Young Home Economists)

  • 문수재
    • 대한가정학회지
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    • 제20권3호
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    • pp.85-102
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    • 1982
  • The current employment status among young home economists and perspectives in occupations for prospective Home Economics graduates were explored in this study which utilized information from 17 to 21 colleges in Korea and colleges in the United States during the five years of 1977∼1981. The Home Economics content areas covered in this study were Clothing and Textiles, Foods and Nutrition, Housing and Interior Design, and Child Development and Family Life. The highest percentage of Korean graduates in Clothing and Textiles was employed either as teachers at the junior high school level or as designers in the clothing and textile industries. Quite a number of the graduates were engaged in further studies at the graduate level. Korean graduates with a master's degree were teaching at the college level and some had furthered their studies at the doctorate level either here or abroad. Koreans with a bachelor's degree in Foods and Nutrition held jobs as teachers in junior high school, dieticians at mass feeding institutions and hospitals, food scientists in food industries, and researchers in institutions. Those with a master's degree were teaching at the college level. Americans with a bachelor's degree worked as dieticians, supervisors in restaurants and institutions, extension workers, researchers at various facilities, teachers and clerks. Americans with a master's or doctorate degree were engaged in teaching at colleges or supervising at research or working as extension specialists. In general, Korean graduates were found to hold positions in less varied areas than their American counter-parts. Among forty-nine graduates those working in their professional field reported less sex discrimination that those working in other fields. The major area of employment in Housing and Interior Design or Home Management graduates in Korea was teaching while in the United States it was extension work, business, governmental work and teaching. It was suggested that in the future, career development in Korea be further explored to include extension service, research, social welfare, financial planning, business, free-lancing, funeral home, home-call, and correctional education. Interviews with executives from 6 business enterprises indicated that most of them were aware of the potential contribution home economists could make for their companies but they expressed a negative attitude towards women in general due to their short stay on the job. Jobs held by Child Development and Family Life majors with a bachelor's degree in Korea were mostly teaching positions in public, junior and senior high school. However, jobs such as nursery school teaching, working in clinical setting, business, and teaching at public, junior and senior high school predominated in the United states. Most Korean graduates with a master's degree were teaching in professional colleges while in the United Stated the job variation among the graduates was rather evenly distributed among teaching at college level, public and high school, nursery school and administration areas. Reports from 7 child development majors on the job indicated that they were paid less that secretarial workers. Only half of them were working in their major area and these expressed satisfaction with their work. Two thirds of the respondents indicated no sex discrimination. It was suggested that in the future Child Development and Family Life majors pursue employment in counseling, guidance, recreation, mass media, administration and outreach work as well as education, research and parent education in services for children, teen-agers, adults and families.

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소비자 활동 지표를 통한 국내외 스포츠, SPA 패션 브랜드의 페이스북 활용 사례연구 (Case Study of Using Facebook of Each Type of Internal and External Sports and SPA Fashion Brands)

  • 김상아;이승희
    • 한국의류학회지
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    • 제39권3호
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    • pp.337-352
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    • 2015
  • This study selected a case study method conforming to qualitative research in order to analyzed how each type of fashion enterprises uses SNS in-side of fashion marketing based on content the researcher monitored and selected from the Facebook website for each enterprise. The standard to select fashion brands in this study is a graded list made based on ranking 5 analysis sites on social media (Socialbakers, socialDigm, Pulse K, BigFoot9, L2). The researcher sorted and then analyzed 2 brands that have many fan joiners and followers among fashion brands that were ranked top of the graded list, work in Facebook animatedly, and had representativeness in each type (SPA, Sports Brands). The study was conducted from January 2013 to March 2013, and the index of Facebook consisted of 3 kinds of elements (comment, like, and share). Each numerical value was counted to decide the monthly ranking. Content analysis was divided into public relations about brand, public relations about products, and customer participation and activities; consequently, the researcher investigated which content was post conforming to the ranking. The study analyzed the analysis results of each brand derived through the method of study compared to other brands. The results are as follows. In case of SPA brands, the category accounting for high rank in index analysis are public relation events to attract customer attention and products and offering information. The results of the monthly trend about whole post category were also similarly analyzed so the promotion goal that the brand wants to seek in priority coincides with the customer compliance rate. Next, in the case of sports brand, public relations for products offering information, event for arousing customer concern, and participation activities accounted for a high rank in the index analysis and posted the most in the analysis of the monthly trend for whole post category. The researcher came to understand that the direction of content for brands shown through Facebook coincides with customer sympathy.

정신질환에 대한 중소규모 사업장 중간관리자의 인식 및 태도 (Cognition and Attitudes toward Psychological Problems among Middle Managers in Small and Medium-sized Workplaces)

  • 양선임;임현우;조선진;지유나;정혜선;김보경;이강숙;이원철
    • 한국직업건강간호학회지
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    • 제17권1호
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    • pp.23-33
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    • 2008
  • Purpose: The purpose of the study was to identify attitudes of middle managers toward employees with psychological problems and to determine factors affecting their attitudes. Methods: A questionnaire with Community Attitudes Toward Mentally Ill (CAMI) scales was administered to 161 middle managers working in small and medium-sized enterprises based in Seoul and Gyeonggi Province. Results: There are four separate subscales on the CAMI. Mean score for authoritarianism was $35.0{\pm}4.4$, benevolence $23.0{\pm}4.8$, social restrictiveness $32.3{\pm}4.9$ and community mental health ideology $27.2{\pm}5.1$ According to multiple regression analysis, middle managers with no experience of learning mental illness through mass media or higher levels of depression symptom were more authoritative and less benevolent towards employees with psychological problems. The experience of meeting a patient with mental problem contribute to positive attitudes toward people with mental illnesses in social restrictiveness subscale and community mental health ideology subscale among CAMI. Conclusion: This study suggests that experience of having patients with mental problems and information on psychological problems will have great influence on attitudes of middle managers toward employees with psychological problems. It might be important to help middle manager manage their depression because their depression also affects their attitudes toward employees with psychological problems.

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A Study on the Meaning and Strategy of Keyword Advertising Marketing

  • Park, Nam Goo
    • 유통과학연구
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    • 제8권3호
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    • pp.49-56
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    • 2010
  • At the initial stage of Internet advertising, banner advertising came into fashion. As the Internet developed into a central part of daily lives and the competition in the on-line advertising market was getting fierce, there was not enough space for banner advertising, which rushed to portal sites only. All these factors was responsible for an upsurge in advertising prices. Consequently, the high-cost and low-efficiency problems with banner advertising were raised, which led to an emergence of keyword advertising as a new type of Internet advertising to replace its predecessor. In the beginning of 2000s, when Internet advertising came to be activated, display advertisement including banner advertising dominated the Net. However, display advertising showed signs of gradual decline, and registered minus growth in the year 2009, whereas keyword advertising showed rapid growth and started to outdo display advertising as of the year 2005. Keyword advertising refers to the advertising technique that exposes relevant advertisements on the top of research sites when one searches for a keyword. Instead of exposing advertisements to unspecified individuals like banner advertising, keyword advertising, or targeted advertising technique, shows advertisements only when customers search for a desired keyword so that only highly prospective customers are given a chance to see them. In this context, it is also referred to as search advertising. It is regarded as more aggressive advertising with a high hit rate than previous advertising in that, instead of the seller discovering customers and running an advertisement for them like TV, radios or banner advertising, it exposes advertisements to visiting customers. Keyword advertising makes it possible for a company to seek publicity on line simply by making use of a single word and to achieve a maximum of efficiency at a minimum cost. The strong point of keyword advertising is that customers are allowed to directly contact the products in question through its more efficient advertising when compared to the advertisements of mass media such as TV and radio, etc. The weak point of keyword advertising is that a company should have its advertisement registered on each and every portal site and finds it hard to exercise substantial supervision over its advertisement, there being a possibility of its advertising expenses exceeding its profits. Keyword advertising severs as the most appropriate methods of advertising for the sales and publicity of small and medium enterprises which are in need of a maximum of advertising effect at a low advertising cost. At present, keyword advertising is divided into CPC advertising and CPM advertising. The former is known as the most efficient technique, which is also referred to as advertising based on the meter rate system; A company is supposed to pay for the number of clicks on a searched keyword which users have searched. This is representatively adopted by Overture, Google's Adwords, Naver's Clickchoice, and Daum's Clicks, etc. CPM advertising is dependent upon the flat rate payment system, making a company pay for its advertisement on the basis of the number of exposure, not on the basis of the number of clicks. This method fixes a price for advertisement on the basis of 1,000-time exposure, and is mainly adopted by Naver's Timechoice, Daum's Speciallink, and Nate's Speedup, etc, At present, the CPC method is most frequently adopted. The weak point of the CPC method is that advertising cost can rise through constant clicks from the same IP. If a company makes good use of strategies for maximizing the strong points of keyword advertising and complementing its weak points, it is highly likely to turn its visitors into prospective customers. Accordingly, an advertiser should make an analysis of customers' behavior and approach them in a variety of ways, trying hard to find out what they want. With this in mind, her or she has to put multiple keywords into use when running for ads. When he or she first runs an ad, he or she should first give priority to which keyword to select. The advertiser should consider how many individuals using a search engine will click the keyword in question and how much money he or she has to pay for the advertisement. As the popular keywords that the users of search engines are frequently using are expensive in terms of a unit cost per click, the advertisers without much money for advertising at the initial phrase should pay attention to detailed keywords suitable to their budget. Detailed keywords are also referred to as peripheral keywords or extension keywords, which can be called a combination of major keywords. Most keywords are in the form of texts. The biggest strong point of text-based advertising is that it looks like search results, causing little antipathy to it. But it fails to attract much attention because of the fact that most keyword advertising is in the form of texts. Image-embedded advertising is easy to notice due to images, but it is exposed on the lower part of a web page and regarded as an advertisement, which leads to a low click through rate. However, its strong point is that its prices are lower than those of text-based advertising. If a company owns a logo or a product that is easy enough for people to recognize, the company is well advised to make good use of image-embedded advertising so as to attract Internet users' attention. Advertisers should make an analysis of their logos and examine customers' responses based on the events of sites in question and the composition of products as a vehicle for monitoring their behavior in detail. Besides, keyword advertising allows them to analyze the advertising effects of exposed keywords through the analysis of logos. The logo analysis refers to a close analysis of the current situation of a site by making an analysis of information about visitors on the basis of the analysis of the number of visitors and page view, and that of cookie values. It is in the log files generated through each Web server that a user's IP, used pages, the time when he or she uses it, and cookie values are stored. The log files contain a huge amount of data. As it is almost impossible to make a direct analysis of these log files, one is supposed to make an analysis of them by using solutions for a log analysis. The generic information that can be extracted from tools for each logo analysis includes the number of viewing the total pages, the number of average page view per day, the number of basic page view, the number of page view per visit, the total number of hits, the number of average hits per day, the number of hits per visit, the number of visits, the number of average visits per day, the net number of visitors, average visitors per day, one-time visitors, visitors who have come more than twice, and average using hours, etc. These sites are deemed to be useful for utilizing data for the analysis of the situation and current status of rival companies as well as benchmarking. As keyword advertising exposes advertisements exclusively on search-result pages, competition among advertisers attempting to preoccupy popular keywords is very fierce. Some portal sites keep on giving priority to the existing advertisers, whereas others provide chances to purchase keywords in question to all the advertisers after the advertising contract is over. If an advertiser tries to rely on keywords sensitive to seasons and timeliness in case of sites providing priority to the established advertisers, he or she may as well make a purchase of a vacant place for advertising lest he or she should miss appropriate timing for advertising. However, Naver doesn't provide priority to the existing advertisers as far as all the keyword advertisements are concerned. In this case, one can preoccupy keywords if he or she enters into a contract after confirming the contract period for advertising. This study is designed to take a look at marketing for keyword advertising and to present effective strategies for keyword advertising marketing. At present, the Korean CPC advertising market is virtually monopolized by Overture. Its strong points are that Overture is based on the CPC charging model and that advertisements are registered on the top of the most representative portal sites in Korea. These advantages serve as the most appropriate medium for small and medium enterprises to use. However, the CPC method of Overture has its weak points, too. That is, the CPC method is not the only perfect advertising model among the search advertisements in the on-line market. So it is absolutely necessary that small and medium enterprises including independent shopping malls should complement the weaknesses of the CPC method and make good use of strategies for maximizing its strengths so as to increase their sales and to create a point of contact with customers.

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서비스 품질이 쇼핑가치와 재이용의도에 미치는 영향: 커피전문점을 중심으로 (The Effects of Service Quality on Shopping Value and Repatronage Intention: The Case of Specialty Coffee Shops)

  • 조현진
    • 유통과학연구
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    • 제10권4호
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    • pp.21-28
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    • 2012
  • 최근 경기침체로 인해 소비심리가 위축된 상황에서도 국내 커피시장은 가파른 성장세를 보여왔다. 커피 애호가들 사이에서 고급 소비패턴이 증가하면서 국내 커피시장은 원두커피를 사용하는 커피전문점의 폭발적인 증가를 불러왔다. 커피전문점 시장은 향후에도 계속 성장할 것으로 기대됨에 따라 기존 업체들의 점포확대와 신규 업체들의 진입이 증가하고 있는 추세이다. 결국 국내 커피전문점 시장은 업체간의 경쟁이 더욱 치열해지면서 차별화된 마케팅을 통해 경쟁우위를 확보해야 하는 과제를 안고 있다. 본 연구는 커피전문점 이용고객을 중심으로 서비스 품질이 쇼핑가치와 재이용 의도에 미치는 영향을 파악하는데 초점이 있다. 성공적인 관계관리를 위해 유용하게 작용하는 서비스 품질요인은 무엇이고 소비자들이 중요하게 평가하는 가치를 확인하는데 그 의의가 있다. 이를 위해 서비스 품질이 쇼핑가치에 미치는 차별적인 영향을 분석하고 실용적 가치와 쾌락적 가치가 재이용 의도에 미치는 영향을 검토하였다. 연구결과는 다음과 같다. 첫째, 상호작용품질과 결과품질은 실용적 가치에 긍정적인 영향을 미치는 반면, 환경품질이 실용적 가치에 미치는 영향은 유의미하지 않게 나타났다. 특히 실용적인 가치에 미치는 상대적인 크기를 고려할 때 결과품질이 상호작용품질보다 더 많은 영향을 미치는 것으로 나타났다. 이는 실용적인 가치를 증대하는데 있어 결과품질의 역할이 가장 중요하다는 것을 보여주고 있다. 둘째, 결과품질과 환경품질은 쾌락적 가치에 긍정적인 영향을 미치고 있지만, 상호작용품질이 쾌락적 가치를 증가시키는 영향은 유의미하지 않았다. 즉 고객들은 서비스 결과에 대한 평가와 서비스가 전달되는 배경에 근거하여 쾌락적 가치를 인식함을 의미한다. 특히 쾌락적 가치에 미치는 상대적인 영향력은 결과품질이 환경품질보다 더 큰 것으로 확인되었다. 셋째, 실용적 가치와 쾌락적 가치는 재이용 의도에 긍정적인 영향을 미치는 것으로 나타났다. 쇼핑가치가 재이용의도에 미치는 상대적인 영향력은 쾌락적 가치가 실용적 가치보다 더 큰 것으로 밝혀졌다. 즉 고객들은 커피전문점을 실용적 및 쾌락적 가치를 충족시켜주는 공간으로 인식하면서도 기능적인 욕구보다 감성적인 체험에서 얻는 효익에 더 많은 의미를 둔다는 것을 알 수 있다. 결국 본 연구는 다른 서비스 요인들보다도 결과품질이 가장 중요하다는 점을 제시하고 있다. 나아가 커피전문점 업계는 고객들이 경제적인 가치에 근거한 실용적인 욕구를 추구함과 동시에 관계의 매개체와 같은 쾌락적인 욕구를 더 중시한다는 점을 명심해야 할 것이다.

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개성 인삼상인의 근대기업화와 ESG 경영이념 (Modern Enterprise & ESG Management philosophy of Gaeseong Ginseng Merchant)

  • 옥순종
    • 인삼문화
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    • 제3권
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    • pp.90-118
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    • 2021
  • 개성은 18세기 들어 성행한 인삼 재배와 교역으로 막대한 자본이 축적되면서 근대적 자본주의가 발달할 조건을 갖추었다. 일제 강점기 시절 인삼 상인들은 인삼에서 나온 자본을 단순히 지주자본에 묶어두지 않고 산업자본, 금융자본으로의 전환을 적극적으로 추진해 근대 기업가로 활동한다. 20세기 초반 설립된 개성전기주식회사, 대한천일은행, 개성양조주식회사, 송고실업장 등은 인삼상인들이 주축이 되어 공동 투자하고 공동경영을 맡았다. 이들은 기업이윤만을 추구하지 않고 사회 지도층으로서 개성상업학교 건립, 고려시보 창간, 개성좌 운영 등 개성의 교육, 문화발전을 위해 후원자로 나서 지역발전을 견인한다. 자유주의 경제학에서는 주주이익 우선이 기업의 목적이었지만 21세기 들어와서는 이해관계자(stakeholder)에 대한 사회책임을 강조한다. 또 재무적 성과를 중시하는 던 경향에서 비재무적 요소가 더 중시되는 ESG( Environment, Social, Governance) 경영이 중요해지고 있다. ESG 경영은 환경을 생각하고 사회가치를 창출 공유하며 기업의 투명성을 중시한다. 과거에는 돈을 잘 버는 기업이 좋은 기업이었으나 현대에 와서는 사회책임을 다하는 기업이 좋은 기업으로 평가받는다. 20세기 초반 인삼상인들의 기업활동에서는 현대 경영의 필수요소인 기업가 정신과 ESG 경영이 실현되고 있었다. 이들이 시대를 앞서 현대적 경영이념을 실천할 수 있었던 것은 개성의 지역성에서 비롯된다. 개성인들은 조선왕조의 정치적 차별로 관직 진출의 길이 막혀 사농공상(士農工商)의 엄격한 신분제하에서 양반, 지식인이 상업의 길로 들어설 수밖에 없었다. 우수한 인력이 대거 상업으로 진출하면서 개성의 상업은 더욱 활발했고 상인의 가치관도 선진적이었다. 대표적인 인삼상인 손봉상, 공성학은 상인이면서 유학자, 문인이었다. 인삼상인 2-3 세대들은 해외에서 고등교육을 받고 개성으로 돌아와 삼업을 잇고 인삼에서 나온 자본을 기반으로 근대적 기업을 설립했다. 20세기 초반 인삼상인들의 상업활동을 분석하면 ESG 경영이념이 배여 있는 선구적 기업가였음을 확인할 수 있다. 사람의 생명을 살리는 인삼처럼 개성 인삼상인의 상업활동과 근대 기업화에서는 사람의 얼굴을 한 자본주의의 한 단면을 볼 수 있다.

오피니언 마이닝과 네트워크 분석을 활용한 상품 커뮤니티 분석: 영화 흥행성과 예측 사례 (Product Community Analysis Using Opinion Mining and Network Analysis: Movie Performance Prediction Case)

  • 진위;김정수;김종우
    • 지능정보연구
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    • 제20권1호
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    • pp.49-65
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    • 2014
  • 구전(WOM: Word of Mouth)는 주변 사람들에게 상품에 대한 경험을 입에서 입으로 전달하는 현상을 말하며 소셜 미디어의 발전으로 온라인 구전(eWOM: Electronic Word of Mouth) 형태로 발전하였다. 구전 효과의 중요성으로 인해서 대부분의 기업들의 자사의 상품이나 서비스에 대한 온라인 구전에 촉각을 세우고 있으며, 특히 영화와 같은 경험재의 경우에는 그 영향력이 더욱 크다. 본 연구에서는 영화 커뮤니티에 대한 사회 네트워크 분석을 통해서 영화 흥행성과 지표인 매출에 미치는 영향요인을 규명하고자 한다. 영화 흥행성과 연구들에서 주요하게 다루어진 영화에 대한 구전의 크기(volume)와 방향성(valence)과 같은 구전 요인들을 추가하여, 구전 네트워크의 중심성 척도를 영향 요인에 고려하였다. 구전의 크기, 방향성, 그리고 3가지 중심성 척도(연결 중심성, 매개 중심성, 근접 중심성)의 최종 영화 매출에 영향 관계를 가설로 설정하였다. 제시한 연구 모형을 검증하기 위하여 대표적인 온라인 영화 커뮤니티 사이트인 IMDb(Internet Movie Database)에서 영화 구전 데이터를 수집하였고, Box-Office-Mojo사이트에서 영화 매출 데이터를 수집하였다. 2012년 9월부터 1년 동안, 주간 Top-10에 포함된 적이 있는 영화들을 대상으로 하였으며, 총 103개의 영화가 선정되어 이 영화들에 대한 메타 데이터와 커뮤니티 데이터가 수집되었다. 영화 커뮤니티 네트워크는 평가자들간의 댓글 관계를 기초로 구축하였다. 본 연구에서 사용한 3가지 중심성 척도는 사회 네트워크 분석 도구인 NodeXL을 사용하여 계산되었으며, 각 영화별 커뮤니티 참여자들의 중심성 척도의 평균값을 활용하였다. 가설 검증의 사전 분석을 위한 상관관계 분석에서는 3가지 중심성 척도간에 상관 관계가 높은 것으로 파악되어서, 각각에 대하여 별도로 회귀분석을 수행하였다. 분석 결과, 기존 연구와 일관성 있게 구전의 크기와 방향성은 영화 성과지표인 최종 매출에 긍정적인 영향을 미치는 것으로 파악되었다. 또한 구전 네트워크 내의 참여자 매개중심성 평균은 영화의 최종 매출에 영향을 미치는 것으로 파악되었다. 하지만 연결중심성과 근접중심성은 최종 매출에 영향을 주지 못하는 것으로 나타났다.