• Title/Summary/Keyword: 대학홍보

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Optimal Exploration-Exploitation Strategies in Reinforcement Learning for Online Banner Advertising: The Impact of Word-of-Mouth Effects (온라인 배너 광고 강화학습의 최적 탐색-활용 전략: 구전효과의 영향)

  • Bumsoo Kim;Gun Jea Yu;Joonkyum Lee
    • Journal of Service Research and Studies
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    • v.14 no.2
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    • pp.1-17
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    • 2024
  • One of the most important decisions for managers in the online banner advertising industry, is to choose the best banner alternative for exposure to customers. Since it is difficult to know the click probability of each banner alternative in advance, managers must experiment with multiple alternatives, estimate the click probability of each alternative based on customer clicks, and find the optimal alternative. In this reinforcement learning process, the main decision problem is to find the optimal balance between the level of exploitation strategy that utilizes the accumulated estimated click probability information and exploration strategy that tries new alternatives to find potentially better options. In this study we analyze the impact of word-of-mouth effects and the number of alternatives on the optimal exploration-exploitation strategies. More specifically, we focus on the word-of-mouth effect, where the click-through rate of the banner increases as customers promote the related product to those around them after clicking the exposed banner, and add it to the overall reinforcement learning process. We analyze our problem by employing the Multi-Armed Bandit model, and the analysis results show that the larger the word-of-mouth effect and the fewer the number of banner alternatives, the higher the optimal exploration level of advertising reinforcement learning. We find that as the probability of customers clicking on the banner increases due to the word-of-mouth effect, the value of the previously accumulated estimated click-through rate knowledge decreases, and therefore the value of exploring new alternatives increases. Additionally, when the number of advertising alternatives is small, a larger increase in the optimal exploration level was observed as the magnitude of the word-of-mouth effect increased. This study provides meaningful academic and managerial implications at a time when online word-of-mouth and its impact on society and business is becoming more important.

The Direction of Job Policy Development for Korean Golf Professionals (한국 골프전문인력의 일자리 정책 발전방안)

  • Cho, Jung-Soon;Suh, Ah-Ram
    • Journal of Korea Entertainment Industry Association
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    • v.14 no.4
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    • pp.289-303
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    • 2020
  • The purpose of this study is to provide adequate datas on number of people who are in golf related field and also further expend that number for golf industry. The main stream of this study is to map out present golf related jobs and how this study can help golf industry in general. To make a greater improvements on golf industry with more job opportunity following ideas were presented. First, improving education on "hand on experiences on the field of golf industry" Better educating potential employees for golf industry for the right positions can enhance overall work environment. To do so, the society and the schools must come to agreement to provide adequate curriculum for people. Second, implementing "a golf club division program." The support from Ministry of Culture and Sports and Tourism Department, which are govern by Republic of Korea, are aggressively working to expend the golf business and also recruit elite personnel like former tour players to work on the field to better operate the whole system. Third, performing a thorough research on current golf related jobs and numbers and diversity on the field. Fourth, developing a specific and a differentiated golf job fields for better future for people and students who majored in golf industry. So that they cam feel secured and have a sense of dignity. Finally, strengthening the golf industry's competitiveness. The golf related companies have to step up to higher gear. With working in harmony between golf industry and government can assure of brighter future for our next generation.

An Exercise Rehabilitation Field Revitalization Plan for Promoting Elderly Sport for All (노인생활체육 진흥을 위한 운동재활분야 활성화 방안)

  • Cho, Kyoung-Hwan
    • Journal of Korea Entertainment Industry Association
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    • v.14 no.4
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    • pp.305-319
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    • 2020
  • A The purpose of this study was to determine the present state of the exercise rehabilitation field, promote elderly sport for all, and present a revitalization program for higher quality of life for the elderly in the coming era of the Fourth Industrial Revolution and aged society. Literature review was performed to analyze the actual conditions of the activities for elderly sport for all and the relevant field of exercise rehabilitation, analyze the elderly health and welfare and elderly sport for all programs, and present a plan for revitalizing the field of exercise rehabilitation to promote elderly sport for all. First, it is necessary to reinforce the awareness and promotion of the need and importance of exercise rehabilitation in inducing seniors to participate in sport for all. Second, it is necessary to make it compulsory to place sport leaders for seniors at such places as elderly leisure and welfare centers and promote expertise in managing elderly health guidance efficiently through cooperation with welfare workers. Third, it is necessary to make it compulsory to take exercise rehabilitation and similar subjects in the curriculums of sport for all, elderly sport welfare, and silver welfare sport as well as the subject of volunteering activities at such places as elderly leisure and welfare centers with the aim of giving opportunities for career choice. Fourth, it is necessary to develop characterized exercise rehabilitation programs at senior welfare centers, community centers for the elderly, and elderly classes and employ experts equipped with exercise event and exercise rehabilitation capabilities as itinerant lecturers to contribute to the government's job creation policies through cooperation between the Ministry of Culture, Sports, and Tourism (MOCST) and the Ministry of Health and Welfare (MOHW). Fifth, it is necessary to make a greater investment in research and development required for elderly sport for all. Sixth, it is necessary to develop and distribute various exercise rehabilitation treatment videos and guidelines that seniors can use for themselves. This is associated with the fifth one; in particular, it is urgent to devise measures against Coronavirus 19. Seventh, it is necessary to reduce inefficiency and budget waste caused by overlapped tasks by establishing a new elderly sports promotion organization through adjustment by MOCST and MOHW; it is also necessary to increase the functions of organization establishment with the aim of reinforcing the education area, which involves post-retirement health care, exercise rehabilitation, safety accident prevention, and virus.

Developing Future Oriented Curriculum for Bring - Up of the Hospital Management Experts ; An Exploratory Investigation - (병원경영 전문가 양성을 위한 교과과정 개발 - 탐색적 접근방법을 중심으로 -)

  • Lee, Jung-Woo;Kim, Young-Bae;Park, Won-Peel
    • The Journal of the Korea Contents Association
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    • v.9 no.12
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    • pp.699-709
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    • 2009
  • The most important property for coming up to the global change and leading the knowledge-based future is human resources who has capacity to make a high value-added knowledge. For whom teaching knowledge and experiences related to the managing medical organization, it is very important and significant to make efforts to reflect educational goal, contents and teaching methods satisfying the new era's demands in the curriculum quickly. To develop a hospital management curriculum which is receptive to the change of medical industry and educational circumstances, analysing syllabuses of 19 departments of the year 2007 and surveying of professors, students and persons in charges of hospital administration are used. The syllabuses of 19 departments of 22 colleges were opened for this study. The medical record and other subjects take the most part of curriculums, while the number of subjects related to management or administrational practice are relatively small. The short of these subjects are obstacles to cultivate capacity and quality of students medical organizations look for. As the result of satisfaction measurement, hospital-management professors gave 3.41 points, students gave 3.29 points to the current curriculum and administrators who has been experienced to employ graduates majored in medical management gave 3.06 points.(5 points = full mark) Alternative ways are suggested to complement these problems as below: Strengthening and deepening study such subjects as strategy planning, management, marketing, managing medical disputes, quality improvement, PR, advertisement; changing informations and establishing cooperative programs between school and industry.

Vitalization Strategy Research of Private Modern Dance Organizations: Centered on The Importance of Experts and Urgency Assessment (민간 현대무용단의 활성화 전략 연구: 전문가 중요도 및 시급성 평가를 중심으로)

  • Kim, Gyu-Jin
    • Journal of Digital Convergence
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    • v.18 no.11
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    • pp.527-538
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    • 2020
  • This research measures the urgency and importance listening to experts' opinions as a proposal for vitalization of folk modern dance groups. Firstly, the open type FGI(Focus Group Interview) was implemented for five groups of an expert by applying the new industry foster theory, and total 24 types of second questionnaire were developed through importantly referred or repeated contents. They were distributed to 20 people including a dance group representative, a planner, a university professor and etc to measure experts' importance and urgency. In the research result, For big list, Financial aid for both importance and urgency appear first, and for comparative analysis of importance and urgency for small list, differences in infrastructure construction are shown. "expansion of dance program's advertisement channels" and "rank 1" appeared in "Secure space for dancers". Suggestions for analyzing such results are as follows. It is shown that "detailed financial aid for the operation of dance groups" and etc in the aspect of financial aid, "the employment of professional human resources including design and producing etc" in that of performance and education related production development, "training a dancer who can assimilate a complex genre" in that of manpower training, "arrangement of exclusive space for a dance group" in that of infrastructure building, and "the employment of professional human resources including design and producing etc" in that of consulting support are important and urgent matters considered by experts.

Effect of Consumer-Brand Relationship Quality on Brand Loyalty in Family Restaurants (패밀리 레스토랑의 소비자-브랜드 관계의 질이 브랜드 충성도에 미치는 영향 : 마산지역 대학생을 대상으로)

  • Kim, Hyun-Ah
    • Korean journal of food and cookery science
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    • v.22 no.4 s.94
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    • pp.495-503
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    • 2006
  • The purpose of this study was to analyze the effect of the consumer-brand relationship quality on the brand loyalty in family restaurants. Questionnaires were distributed to 320 students in K University located in Masan, who were sampled by convenience-sampling method. The surveys were conducted from November, 10 to 24, 2005. Of the 287 returned questionnaires, 15 unusable questionnaires were excluded to leave 272 for use in the final analysis(response rate: 85.0%). For the statistical analysis, SPSS(12.0)was used to conduct the descriptive analysis, factor analysis, reliability analysis, correlation and multiple regression analysis. The results of this study showed that 2 constructs (satisfaction and intimacy) of consumer-brand relationship quality have significantly positive effects on the brand loyalty in family restaurants(p<.01). This indicates that as consumer-brand relationship quality strengthens, the customer's brand loyalty increases. In conclusion, food service managers in family restaurants should focus on the marketing strategies to strengthen the quality of consumer-brand relationship in order to increase the brand loyalty of customers.

Influence of the Consumer-Brand Relationship Quality on the Customer Satisfaction in the Family Restaurant (패밀리 레스토랑의 소비자-브랜드 관계의 질이 고객 만족도에 미치는 영향)

  • Kim Hyun-Ah
    • Korean Journal of Community Nutrition
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    • v.11 no.4
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    • pp.512-519
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    • 2006
  • The purpose of this study was to analyze the influence of the consumer-brand relationship quality on the customer satisfaction in the family restaurant. The questionnaires were distributed to 320 students in the K University located in Masan, who were sampled by convenience-sampling method. The surveys were conducted from November 10 to 24, 2005. The 287 questionnaires responded, and 15 unusable questionnaires were excluded, then 272 were used for the final analysis (response rate: 85.0%). For the statistical analysis, SPSS (12.0) was used to conduct the descriptive analysis, factor analysis, reliability analysis, Pearson correlation and multiple regression analysis. The result of this study showed that 2 constructs (trust and intimacy) of consumer-brand relationship quality have significant positive effects on the customer satisfaction in the family restaurant (p < .001). It meant that as consumer-brand relationship quality becomes stronger, the customer satisfaction becomes greater. As a conclusion, the foodservice manager in the family restaurant should focus on the marketing strategy to strengthen the quality of consumer-brand relationship in order to increase the satisfaction of customers.

Activating Local Society Resource Network of Social Business : Focusing on Kwangju and Jejudo (사회적기업의 지역사회 자원연계 활성화를 위한 사례연구 -광주광역시·제주특별자치도를 중심으로-)

  • Choi, Hyuk-Ra;Kim, Seon-Myung;Kim, Gi-Hyeon
    • The Journal of the Korea Contents Association
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    • v.12 no.1
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    • pp.308-317
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    • 2012
  • In this study, we searched for ways of the demand, the building up of strategic, collaborative networks plan activation of the local area network status by the current social enterprise and the direction of the future resources rinks, conducted by a case study of the (preliminary) social enterprise network-building activities based in Gwangju Metropolitan City and Jeju Special Self-Governing Province. By the study findings, local resources that the two regions social enterprise wants to connect are the most numerous in enterprise, public agencies and local media, followed by professionals' pro bo no, private organizations, volunteer groups. Hope for Information in conjunction is revealed in order by purchasing items, labor and financial support, public relations, purchasing service, marketing and a joint venture. For the conjunction, participating related events, the assistance of government agencies and related organizations joined, the role of chief engineer are emerged in order while they are performing work. By the findings, for the activation of local resources links of the social enterprises, it is necessary to impelled cooperation system between activating local profit companies, universities and one company ; a social enterprise and to uncovered volunteer activities of the community. Also, sparking, solidarity and building trust for social enterprises are derived as a ethical and alternative consumer movement.

Effect of the Consumer-Brand Relationship Quality on the Brand Loyalty in the Fast Food Restaurant in Masan, Korea (패스트푸드 레스토랑의 소비자-브랜드 관계의 질이 브랜드 충성도에 미치는 영향 - 마산시 일부 대학생을 대상으로 -)

  • Kim, Hyun-Ah
    • Journal of the Korean Society of Food Science and Nutrition
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    • v.34 no.4
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    • pp.489-495
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    • 2005
  • The purpose of this study was to analyze the effect of the consumer-brand relationship Quality (CBRQ) on the brand loyalty in the fast food restaurant in Masan, Korea. The Questionnaires were distributed to 250 students in the K University located in Masan, who were sampled by convenience-sampling method. The surveys were performed from December 6 to 14, 2004. The 246 Questionnaires were responded, and 12 unusable Questionnaires were excluded, then 234 were used for the final analysis $(response rate:\;93.7\%)$. For the statistical analysis, SPSS (12.0) was used to conduct the descriptive analysis, factor analysis, reliability analysis, Pearson correlation and multiple regression analysis. The result of this study showed that 2 constructs (satisfaction and commitment) of consumer-brand relationship Quality have significant positive effects on the brand loyalty in the fast food restaurant. It meant that as consumer-brand relationship quality becomes stronger, the customer's brand loyalty becomes greater. The differences of customer loyalty between the high and low group of self-connective attachment, satisfaction, commitment, trust and intimacy were significant. So the brand loyalty of high group of customer-brand relationship quality was significantly higher than that of low group of customer-brand relationship quality. As a conclusion, the operator in the fast food restaurant should focus on the marketing strategy to strengthen the quality of consumer-brand relationship in order to increase the brand loyalty of customers.

Effectivness evaluation of healthy drinking in the university students evaluation (대학생 건전음주 효과성 평가에 관한 연구)

  • Kim, Kwang-Hwan;Jung, Hye-In
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.14 no.10
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    • pp.5029-5036
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    • 2013
  • The aim of the study is to investigate the awareness towards drinking in the university students and to provide the basic data for more realistic and efficient drinking prevention policy. The subject of investigation was students at the Department of Medicine/Health and those at the Department of Engineering among students living in N city and D city and the survey, which was constructed by KPHA, was distributed to 300 students from March 4, 2013 to March 8, 2013 with explaning the purpose, contents and entry method of the investigation. Overall 293 responses were collected, as 48 reponses from the Department of Medicine, 98 from the Department of Health, 147 from the Department of Engineering. Among the factors that affect students' drinking, as a general factor, a grade(p<0.05) had an influence, if a general factor and drinking condition are included, it turned out that the first drinking time(p<0.01) and friends' drinking condition had an influence. Accountance of the whole model was turned out as 20.0%. Considering university students' drinking culture, it is suggested that active education and campaign through anti-drinking student groups will contribute to create healthy drinking culture.