• Title/Summary/Keyword: 재 추천

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Design and Implementation of a Efficient Search Engine Using Collaborative Filtering (협업 필터링을 이용한 효율적인 검색 엔진의 설계 및 구현)

  • Lee, Ki-Young;Seo, Il-Hee;Lim, Myung-Jae;Kim, Kyu-Ho;Kim, Jeong-Lae
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.12 no.3
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    • pp.23-28
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    • 2012
  • Recently, due to the increasing demand for mobile devices, mobile searching market is rapidly growing. However, there is the limit of screen size, when searching for mobile devices, various results should be shown at a glance. The reason is that results are important given that up to 43 percent of people tend to check only first page. In this paper, a set of keywords for searching will be used to find out the users' interests. Users were divided into groups after going through Collaboration filtering. Therefore, the result of this experiment, reduced time for searching and improved quality of searching were confirmed.

Adsorption Technology for Bacteria-Based Concrete Coating (박테리아 기반 콘크리트 코팅재 개발을 위한 박테리아 흡착기술 연구)

  • Jeong, Jae-Eun;Yang, Keun-Hyeok;Yoon, Hyun-Sub
    • Journal of the Korean Recycled Construction Resources Institute
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    • v.3 no.2
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    • pp.140-145
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    • 2015
  • This study focused on the development of a fundamental technology for coating of concrete surface using slime produced from bacteria. To assign self-purification ability and improve durability performance of concrete, Rhodobater capsulatus that generates slime were selected and absorption technology for the selected bacteria was then examined. From the production of slime and growth activity of the bacteria, the optimum medium for Rhodobater capsulatus can be recommended as maltose. Furthermore, image analysis showed that high porous resin powder is more effective for absorption of the Rhodobater capsulatus than the other materials tested.

The Effect of Chinese Perceptions of Quality Attributes on Customer Satisfaction, Revisit Intention and Recommendation Intention for Korean Restaurants in Shandong, China (중국 산동성내 한식당 이용 중국인의 서비스품질속성에 대한 인식이 고객 만족도, 재방문 의도 및 추천 의도에 미치는 영향)

  • Han, Rong;Lee, Young Eun
    • The Korean Journal of Food And Nutrition
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    • v.30 no.5
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    • pp.943-959
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    • 2017
  • This study was conducted to survey the perception and preferences of customers that have dined at Korean restaurants in China and investigate the importance and performance level of quality attributes, customer satisfaction, revisit intention and recommendation intention. The survey was conducted January 31~March 1, 2016 in China. The 293 questionnaires (97.7%) were analyzed using SPSS(Ver. 23.0) and AMOS(Ver. 21.0). Results of this study are as follow: Customers that dined at a Korean restaurant in China were composed of 157 women and 136 men. Regarding the reason for preferring Korean cuisine, taste, hygiene and nutritional value of Korean food were the most significant quality factors. Regarding complaints about Korean food, Chinese people placed much emphasis on freshness of ingredients when dining out, based on the majority of complaints about ingredients that were not fresh. The main reason for leftover food were personal eating habits and that of customers revisiting food taste and nutrition. Path model among customer satisfaction, revisit intention and recommendation intention revealed the factor of menus and attributes of menu items regarding customer's age that had an impact on customers' satisfaction, and association with customers' satisfaction, revisit intention and recommendation intention as well.

Hospital Selection Factors and Satisfaction, Intention to Revisit and Recommend by Recognition of Specialized Hospital : Based on Joint Specialized Hospital Inpatients (전문병원인지에 따른 병원 선택요인과 만족도·재이용 의사 및 추천 의사에 관한 연구 : 관절전문병원 입원환자를 대상으로)

  • Lee, JI-Young;Park, Young-Hee
    • The Korean Journal of Health Service Management
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    • v.13 no.2
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    • pp.39-54
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    • 2019
  • Objectives: This study was performed to investigate selection factors for specialized hospital and to find out the impact of hospital selection factors on satisfaction, revisiting invention and recommendations. Methods: A survey was performed with 398 inpatients of 4 specialized joint hospital in Busan. Data were collected from August to October 2016 with questionnaires and analyzed using SPSS 24.0. Results: First, inpatients know that it was a specialized hospital were highly satisfied and willing to revisit and recommend. Second, in hospital satisfaction, influence size was shown in order of specialty factors, service quality factors, physical factors, and accessibility factors. Third, the intention to revisit hospitals was higher in the awareness of a specialized hospital and high satisfied inpatients, and recommendation intend were affected by the higher revisitation intention, the high satisfaction level, and the high professionality level. Conclusions: All the hospital selection 4 factors for joint specialized hospitals affects satisfaction level which is linked to revisit and recommend. Specialized Hospitals will have to strengthen qualitative management of hospital selection factors to enhance patient satisfaction.

Factors Affecting the Intention to Revisit and to Recommend to others a Korean Medicine Clinic (한방의료기관의 재방문 및 추천의사에 영향을 미치는 요인)

  • Kim, Jae-Woo;Kim, Sung-Ho;Kang, Jung-Kyu
    • Journal of Society of Preventive Korean Medicine
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    • v.26 no.2
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    • pp.75-85
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    • 2022
  • Objectives : The purpose of this study is to analyze the association between the satisfaction of Korean Medicine users and their intention to revisit and to recommend to others. Methods : This study conducted frequency analysis, chi-square test, and logistic regression analysis on 1,010 male and female Korean Medicine users aged 19 or higher in the country using data from the 2017 Korean Medicine Utilization and Herbal Medicine Consumption Survey. Results : The results of analyses revealed that the facilities in Korean Medicine clinics, the results of treatment, and the attitude of nurses and medical staff were the significant influencing factors on the intention to revisit and to recommend to others. Other than the above factors, the attitude toward medical treatment of Korean Medicine doctors and the satisfaction with an explanation of the treatment procedures were found to be important influencing factors on the intention to recommend to others. Conclusions : In order to increase the intention to revisit and to recommend to others a Korean Medicine clinics, the top priority lies in both proving high-quality medical services and promoting kind attitudes of medical staff.

Factors influencing the intention of Chronic Disease Patients to revisit and recommend the Korean medicine clinics (만성질환자의 한방의료기관 재방문 및 추천의사에 영향을 미치는 요인)

  • Jae-Woo Kim;Jung-Kyu Kang;Sung-Ho Kim
    • Journal of Society of Preventive Korean Medicine
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    • v.27 no.3
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    • pp.83-95
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    • 2023
  • Objectives : The purpose of this study is to analyze the factors affecting the intention of chronic disease patients on revisiting and recommending those clinics to others. Methods : This study conducted the frequency analysis, Rao-scott chi-square test, and logistic regression analysis on 927 people, who answered that they had been diagnosed with a chronic disease, using data from the 2020 Korean Medicine Utilization and Herbal Medicine Consumption Survey. Results : The results of analyses revealed that the attitude of medical staff, and the treatment results were the significant influencing factors on the intention to revisit and to recommend to others. Other than the above factors, the medical expenses were found to be important influencing factors on the intention to recommend to others. Conclusions : In order to increase the intention to revisit and to recommend to others a Korean Medicine clinics, the top priority lies in both proving high-quality medical services and promoting friendly attitudes of medical staff. In addition, it is necessary to actively utilize korean medicine to guarantee patients' medical options.

Occurrence of Thrips in Greenhouse Cucumber and Insecticidal Activity of Five Local Western Flower Thrips Populations (시설오이에서 총채벌레류 발생소장 및 5 지역계통 꽃노랑총채벌레의 약제반응)

  • Jeong, In-Hong;Park, Bueyong;Park, Se-Keun;Lee, Sang-Bum;Jeon, Sung-Wook
    • Korean Journal of Environmental Biology
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    • v.36 no.4
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    • pp.517-524
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    • 2018
  • The purpose of this study was to investigate the density of thrips, and insecticidal resistance for effective control of Western flower thrips in greenhouse. The presence and density of the thrips was investigated using yellow colored-sticky trap in a cucumber field from May to August in Cheon-an. The results of the investigation revealed the existence of the following thrips species; Frankliniella occidentalis, F. intonsa, Thrips palmi, T. tabaci, Scirtothrips dorsalis, Microcephalothrips abdominalis, and T. nigropilosus. The predominant pest was found to be the western flower thrips. To survey the western flower thrips insecticidal resistance, we established the discriminating concentration (DC), recommended concentration (RC) and $2{\times}$recommended concentration ($2{\times}RC$) of nine insecticides; Emamectin benzoate EC, spinetoram SC, Chlorfenapyr EC, Spinosad SC, Cyantraniliprole EC, Acetamiprid WP, Dinotefuran WG, thiacloprid SC and thiamethoxam SC. The bioassay of about five local populations was conducted using the leaf-dipping method. In all local populations, insecticidal resistance in western flower thrips had not developed in emamectin benzoate EC (RC, $10.8{\mu}L\;L^{-1}$), chlorfenapyr EC (RC, $50.0{\mu}L\;L^{-1}$), spinetoram SC (RC, $25.0mg\;L^{-1}$), and spinosad SC (RC, $50.0mg\;L^{-1}$). However, insecticidal resistance in RC was found to have developed in cyantraniliprole EC (RC, $50.0{\mu}L\;L^{-1}$) and four insecticides of neonicotinoid type. Insecticidal activity of 95% or more was observed in each population when cyantraniliprole EC tested in $2{\times}RC$. However, the neonicotinoid types showed different insecticidal activity in $2{\times}RC$.

A Study on the Effect of Quality of Medicinal Food on Perceived Values, Repurchase Intention and Recommendation Intention (약선 요리 품질이 지각된 가치와 재구매 의도 및 추천의도에 미치는 영향)

  • Choi, Sung-Woong;Ahn, Hyung-Ki;Cho, Sung-Ho
    • Culinary science and hospitality research
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    • v.18 no.5
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    • pp.1-15
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    • 2012
  • This study analyzed the influence of the quality of medicinal food on perceived values, repurchase intention and recommendation intention. The objective of this study is to suggest the efficient operating direction for specialized medicinal food restaurants to grow as an axis of the food service industry by showing the future direction of medicinal food and establishing marketing strategies to maintain/secure customers. From June 15th to July 2nd, 2009, the survey was conducted for the customers of medicinal food restaurants, located in Seoul and Gyeonggi-do. After distributing 250 copies of questionnaire, 195 of them were collected and total 192 were used for the analysis after excluding three copies due to lack of showing sincerity. The analysis results of this study can be summarized as follows. First, the quality of medicinal food was found to have a significant influence on 'functional value(t=5.519)' while having no influence on 'social value.' Second, the 'nutritional quality' of medicinal food was analyzed as having a significant influence on 'social value(t=10.954)' and 'functional value'(t=8.237).' Third, the 'medicinal quality' of medicinal food was analyzed as having no significant influence on 'social value(t=1.191)' and 'functional value(t=0.022).' Fourth, it was found that 'social value' had a significant influence on repurchase intention(t=9.743) and recommendation intention(t=9.154). Fifth, the functional value was analyzed as having a significant influence on repurchase intention(t=7.895) and recommendation intention(t=8.143). The results of the empirical analysis shown in this study properly support the theoretical standard system to achieve successful performance and useful information necessary for systematic operation of specialized medicinal food restaurants.

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Changes of the surface roughness depending on immersion time and powder/liquid ratio of various tissue conditioners (수종의 조직 양화재의 침수시간과 분액비에 따른 표면 거칠기의 변화)

  • Kim, Kyung-Soo;Moon, Hong-Suk;Shim, June-Sung;Jung, Moon-Kyu
    • The Journal of Korean Academy of Prosthodontics
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    • v.47 no.2
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    • pp.108-118
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    • 2009
  • Statement of problem: Volume stability, microstructure reproducibility and fluidity along with compatibility with dental stone must be in consideration in order to use tissue conditioner as a material for functional impression. There are few studies concerning the influence of time factor in oral condition on surface roughness of the stone and optimal retention period in the oral cavity considering such changes in surface roughness. Purpose: The purpose of this study was to find out the influence of various kinds of tissue conditioner, its powder/liquid ratio and immersion time on surface roughness of the stone. Material and methods: Materials used in this study were the three kinds of tissue conditioners(Coe-Comfort, Visco-Gel, Soft-Liner) and were grouped into three: group R-mixed with standard powder/liquid ratio that was recommended by the manufacturers, group M-mixed with 20% more powder, group L-mixed with 20% less powder. Specimens were made with the size of 20 mm diameter and 2 mm width. Each tissue conditioner specimens were subdivided into 5 groups according to the immersion time(0 hour, 1 day, 3 days, 5 days, 7 days), completely immersed into artificial saliva and were stored under $37^{\circ}C$. Specimens of which the given immersion time elapsed were taken out and were poured with improved stone, making the stone specimens. Surface roughness of the stone specimens was measured by a profilometer. Results: Within the limitation of this study, the following results were drawn. 1. Major influencing factor on surface roughness of the stone model made from tissue conditioner was the retention period(contribution ratio($\rho$)=62.86%, P<.05) of the tissue conditioner in oral cavity to make functional impression. 2. In case of Coe-Comfort, higher mean surface roughness value of the stone model with statistical significance was observed compared to that of Soft-Liner and Visco-Gel as immersion time changes(P<.05). 3. In case of group L(less), higher mean surface roughness value of the stone model with statistical significance was observed compared to that of R(recommended) and M(more) group as immersion time changes(P<.05). Conclusion: We may conclude that as the retention period of time in oral cavity influences surface roughness of the stone model the most and as the kind of tissue conditioner and its P/L ratio may influence also, clinician should well understand the optimal retention period in oral cavity and choose the right tissue conditioner for the functional impression, thus making the functional impression with tissue conditioner usefully.

A Study on the Revitalization of Tourism Industry through Big Data Analysis (한국관광 실태조사 빅 데이터 분석을 통한 관광산업 활성화 방안 연구)

  • Lee, Jungmi;Liu, Meina;Lim, Gyoo Gun
    • Journal of Intelligence and Information Systems
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    • v.24 no.2
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    • pp.149-169
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    • 2018
  • Korea is currently accumulating a large amount of data in public institutions based on the public data open policy and the "Government 3.0". Especially, a lot of data is accumulated in the tourism field. However, the academic discussions utilizing the tourism data are still limited. Moreover, the openness of the data of restaurants, hotels, and online tourism information, and how to use SNS Big Data in tourism are still limited. Therefore, utilization through tourism big data analysis is still low. In this paper, we tried to analyze influencing factors on foreign tourists' satisfaction in Korea through numerical data using data mining technique and R programming technique. In this study, we tried to find ways to revitalize the tourism industry by analyzing about 36,000 big data of the "Survey on the actual situation of foreign tourists from 2013 to 2015" surveyed by the Korea Culture & Tourism Research Institute. To do this, we analyzed the factors that have high influence on the 'Satisfaction', 'Revisit intention', and 'Recommendation' variables of foreign tourists. Furthermore, we analyzed the practical influences of the variables that are mentioned above. As a procedure of this study, we first integrated survey data of foreign tourists conducted by Korea Culture & Tourism Research Institute, which is stored in the tourist information system from 2013 to 2015, and eliminate unnecessary variables that are inconsistent with the research purpose among the integrated data. Some variables were modified to improve the accuracy of the analysis. And we analyzed the factors affecting the dependent variables by using data-mining methods: decision tree(C5.0, CART, CHAID, QUEST), artificial neural network, and logistic regression analysis of SPSS IBM Modeler 16.0. The seven variables that have the greatest effect on each dependent variable were derived. As a result of data analysis, it was found that seven major variables influencing 'overall satisfaction' were sightseeing spot attraction, food satisfaction, accommodation satisfaction, traffic satisfaction, guide service satisfaction, number of visiting places, and country. Variables that had a great influence appeared food satisfaction and sightseeing spot attraction. The seven variables that had the greatest influence on 'revisit intention' were the country, travel motivation, activity, food satisfaction, best activity, guide service satisfaction and sightseeing spot attraction. The most influential variables were food satisfaction and travel motivation for Korean style. Lastly, the seven variables that have the greatest influence on the 'recommendation intention' were the country, sightseeing spot attraction, number of visiting places, food satisfaction, activity, tour guide service satisfaction and cost. And then the variables that had the greatest influence were the country, sightseeing spot attraction, and food satisfaction. In addition, in order to grasp the influence of each independent variables more deeply, we used R programming to identify the influence of independent variables. As a result, it was found that the food satisfaction and sightseeing spot attraction were higher than other variables in overall satisfaction and had a greater effect than other influential variables. Revisit intention had a higher ${\beta}$ value in the travel motive as the purpose of Korean Wave than other variables. It will be necessary to have a policy that will lead to a substantial revisit of tourists by enhancing tourist attractions for the purpose of Korean Wave. Lastly, the recommendation had the same result of satisfaction as the sightseeing spot attraction and food satisfaction have higher ${\beta}$ value than other variables. From this analysis, we found that 'food satisfaction' and 'sightseeing spot attraction' variables were the common factors to influence three dependent variables that are mentioned above('Overall satisfaction', 'Revisit intention' and 'Recommendation'), and that those factors affected the satisfaction of travel in Korea significantly. The purpose of this study is to examine how to activate foreign tourists in Korea through big data analysis. It is expected to be used as basic data for analyzing tourism data and establishing effective tourism policy. It is expected to be used as a material to establish an activation plan that can contribute to tourism development in Korea in the future.