• The Journal of the Institute of Internet, Broadcasting and Communication
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• v.19 no.5
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• pp.187-194
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• 2019

Traditional demand forecasting methods are difficult to meet the needs of companies due to rapid changes in the market and the diversification of individual consumer needs. In a diversified production environment, the right demand forecast is an important factor for smooth yield management. Many of the existing predictive models commonly used in industry today are limited in function by little. The proposed model is designed to overcome these limitations, taking into account the part where each model performs better individually. In this paper, variables are extracted through Gray Relational analysis suitable for dynamic process analysis, and statistically predicted data is generated that includes characteristics of historical demand data produced through ARIMA forecasts. In combination with the LSTM model, demand forecasts can then be calculated by reflecting the many factors that affect demand forecast through an architecture that is structured to avoid the long-term dependency problems that the neural network model has.

• Fashion & Textile Research Journal
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• v.21 no.3
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• pp.346-355
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• 2019

This study aimed to determine the factors of the make-up artist experience and establish their effects on brand loyalty through the mediation of trust and brand satisfaction. The step of first surveyed the make-up artist experience level through precedent research and made concept frame of study. The step of second checked up the effects of make-up artist experience through the desires for change. The step of third established to the effects of brand loyalty through make-up artist experience brand through mediation of make-up artist trust and brand satisfaction. The survey was carried out on 440 women aged 20 to 40 who experienced make-up services in Seoul, Gyeonggi-do, Sejong and Daejeon. The data were analyzed using SPSS 23.0, and AMOS 18.0 using frequency analysis, factor analysis, reliability analysis, structural model analysis and t-tests. 1)Make-up artist experiences were divided into informational/ relational experiences and emotional experiences. 2)Desires for change influenced positive effects about information/relational experience and emotional experience. 3)The information/relation experiences influenced positive effects about artist trust and brand satisfaction. 4)The emotional experiences influenced positive effects about make-up artist trust and brand satisfaction. 5) The make-up artist trust influenced positive effects about brand satisfaction. Trust in the make-up artist did not directly influence brand loyalty, but influenced it through satisfaction. 6)The brand satisfaction influenced positive effects about brand loyalty. This study identified the roles of make-up artist and the importance of the make-up experience.

• Journal of Korean Society for Quality Management
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• v.50 no.2
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• pp.235-250
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• 2022

Purpose: The main purpose of this study was to explore the factors that can increase parental loyalty from the perspective of management marketing in order to acquire information on strategies related to early childhood education institutions. Methods: For this purpose, frequency analysis, reliability and validity analysis, correlation analysis, hypothesis testing, and mediating effect analysis were performed using SPSS 22.0. Results: As a result of this study, first, among the sub-factors of relationship benefits, economic benefits, psychological benefits, and customerization benefits were found to have a significant influence on customer value. Second, among the sub-factors of relationship benefits, economic benefits, psychological benefits, and customerization benefits were found to have a significant effect on customer satisfaction. Third, customer value was found to have a significant effect on customer satisfaction. Fourth, customer value was found to have a significant effect on loyalty. Fifth, customer satisfaction was found to have a significant effect on loyalty. Conclusion: The results of this study suggest the necessity and importance of forming a relationship that considers the psychological aspect, economic aspect, and customerization aspect in the relationship with parents who use early childhood education institutions. This study sets the relational benefit as an independent variable among the variables of management marketing as a factor that affects loyalty, identifies the relationship between the variables through customer value and customer satisfaction, and intends to use it as basic data for qualitative improvement of educational institutions for infants and toddlers.

• Asia-pacific Journal of Multimedia Services Convergent with Art, Humanities, and Sociology
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• v.8 no.9
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• pp.647-658
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• 2018

Modern society is complex and rapidly changing, and knowledge sharing is needed to acquire and create knowledge. Knowledge sharing is the act of providing information knowledge and know-how of their own in order to cooperate with or help their colleagues. This study presents a research model using social capital theory to explain the mobile knowledge sharing behavior of virtual community members. Based on previous studies, social capital theory is divided into structural, relational, and cognitive aspects. It was composed of social interaction ties as a measure of structural aspect, trust as a measure of cognitive aspect, shared language, shared vision and relational aspect. After collecting survey data, factor analysis and regression analysis were performed using SPSS 22. In this way, we examined how the detailed factors of social capital affect information sharing behavior and how the level of knowledge sharing affects community promotion. The results showed that social interaction ties, shared language, shared vision, and trust affect knowledge sharing. Knowledge sharing has had a positive impact on community promotion.

• Management & Information Systems Review
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• v.9
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• pp.99-115
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• 2002

This study focuses on forces and correlation among such independent factors as the style of leadership, motivation and relationship in order to find out what kind of ingredients have an effect on the employees' organizational commitment in a venture company. It is likely that the organizational commitment of the employees in the organization in a venture company may be different from that of existing enterprises since they differ 100 percent in their nature. In an attempt to prove it, actual corroboration has been made. As a result, it turned out that transformational leadership had a great impact on the organizational commitment while transactional leadership did not; in the motivation factor, the more vision the employees envisage, the more organizational commitment they show followed by management goals and self-admiration; in the relational factor, more openness in the communication led the employees to devote themselves to their companies, which was valid in the range of 90% in the confidence index. This study reveals that there is not much difference between venture and general companies in the factors that affect employees' organizational commitment in the organization. Therefore, the Chief Executive Officer in the venture company should make a favorable environment with transformational leadership and obvious vision through free and open communication with colleagues so that his or her employees can devote themselves to the organization to which they belong, since venture companies are usually staffed by young workers with high education.

• Journal of Korean Public Health Nursing
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• v.12 no.1
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• pp.37-54
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• 1998

For the purpose of investigating the job implementation of industrial health nurses catch hold of satisfaction, relational character of influence. A questionnaire survey was carried out on 131 nurses who employed at the manufacture of electronic products$(27.1\%)$, distribution industry$(38\%)$, service station$(22\%)$, construction$(10\%)$, et cetra The tool of this study was modified as completed from kang's(l991) checklist of questions were composed of the performance of nurses' duty(13 items), the factor of main influential character of nurses' job(11 items), job satisfaction(26 items). The results were as follows. 1. Industrial health nurses worked to labor follow up study after physical examination$(100\%)$, medication$(97.1\%)$, workers regular physical examination(95.5%), dressing$(94.1\%)$. 2. The factor of influence of job performance were personal relation$(100\%)$, satisfaction of nurses job performance$(86.7\%)$, environment of workplace$(86.7\%)$. 3. A period of long work experienced nurses felt the highest satisfaction as 3.44 point.

• Journal of the Korea Computer Industry Society
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• v.2 no.2
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• pp.203-210
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• 2001

To estimate relational models and test the theoretical hypotheses of binary tree search algorithms, we built binary search trees with random permutations of n (number of nodes) distinct numbers, which ranged from three to seven. Probabilities for building binary search trees corresponding to each possible height and balance factor were estimated. Regression models with variables of number of nodes, height, and average number of comparisons were estimated and the theorem of O(1g(n)) was accepted experimentally by a Lack of Test procedure. Analysis of Variance model was applied to compare the average number of comparisons with three groups by height and balance factor of the trees to test theoretical hypotheses of a binary search tree performance statistically.

• Science of Emotion and Sensibility
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• v.6 no.4
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• pp.33-40
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• 2003

This research was conducted to propose a sensibility model for web site design. At first, we collected 100 sensibility words related to web site design through analysis of journal and questionnaires and analysis of dictionary. 16 web sites were rated according to the degree of sensibility corresponding to each words, on the basis of the Semantic Differential(SD) method. The results of assessment were analyzed by means of the factor analysis and Multidimensional Scaling(MDS) method. From this relational analysis of sensibility words, the 18 representative words were abstracted as a result of the research included unique, unusual, rich, soft, cold, warm, vivid, simple, neat, dynamic, urban, light, somber, bright, dark, fresh, masculine, and hard. Also three sensibility dimensions bright-dark, soft-hard, simple-rich were found.

• The Journal of Asian Finance, Economics and Business
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• v.8 no.11
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• pp.133-143
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• 2021

This study investigates the relationship between social capital and enterprise performance with knowledge sharing as the mediator. By employing the data of 677 respondents collected from delivering questionnaires to small and medium-size firms in Vietnam in 2020, this study suggests a two-step approach that combines exploration factor analysis (EFA), confirmatory factor analysis (CFA), and path analysis (SEM). The empirical findings significantly support our proposed model by demonstrating that knowledge sharing mediates the connection between all three elements of social capital and enterprise performance. At the same time, the results emphasize the importance of knowledge sharing as a major benefit of social capital and a substantial driving element of both operational and financial performance. The results show that all three social capital qualities (structural, relational, and cognitive) significantly impact both tacit and explicit knowledge sharing, while knowledge is one of the main routes connecting social capital to enterprise performance. Hence, our research model may be used in future studies to evaluate social capital, knowledge sharing, and firm performance as a new theoretical model. Our results offer a plausible explanation for how social capital improves knowledge sharing and enterprise performance.

• Journal of Korean Society of Industrial and Systems Engineering
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• v.20 no.44
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• pp.13-32
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• 1997

The modem society has been talked as the age of uncertainty, the age discontinuity and the information society. The future society is forcasted the creativity society. Both the achievement motive and the creativity be suggested as an important factors to accomplish the individual goals and organizational performance. The achievement motive has the major implications in increasing the level of achievement motive between high and low creative group. The employee creativity is the emergence in action of a novel relational product, growing out of the uniqueness of the individual on the hand, and materals, events people or cirumstances of his life on the other. It has been treated as an impotant factor to solve the complex management ploblems for the management. The major purpose of this study are (1) to review the theory of an achievement motivation and the creativity, (2) to provide both management and scholars with the practical and useful implications on the development of the employee cretivity in improving the management performance.