• Journal of the Korea Society of Computer and Information
• /
• v.27 no.8
• /
• pp.241-251
• /
• 2022

Diagnosis and management of customer's skin condition is an important essential function in the cosmetics and beauty industry. As the social media environment spreads and generalizes to all fields of society, the interaction of questions and answers to various and delicate concerns and requirements regarding the diagnosis and management of skin conditions is being actively dealt with in the social media community. However, since social media information is very diverse and atypical big data, an intelligent skin condition diagnosis system that combines appropriate skin condition information analysis and artificial intelligence technology is necessary. In this paper, we developed the skin condition diagnosis system SCDIS to intelligently diagnose and manage the skin condition of customers by processing the text analysis information of social media into learning data. In SCDIS, an artificial neural network model, AnnTFIDF, that automatically diagnoses skin condition types using artificial neural network technology, a deep learning machine learning method, was built up and used. The performance of the artificial neural network model AnnTFIDF was analyzed using test sample data, and the accuracy of the skin condition type diagnosis prediction value showed a high performance of about 95%. Through the experimental and performance analysis results of this paper, SCDIS can be evaluated as an intelligent tool that can be used efficiently in the skin condition analysis and diagnosis management process in the cosmetic and beauty industry. And this study can be used as a basic research to solve the new technology trend, customized cosmetics manufacturing and consumer-oriented beauty industry technology demand.

• Convergence Security Journal
• /
• v.20 no.2
• /
• pp.145-153
• /
• 2020

The aviation safety policy master plan is promoting the development of aviation safety management technology applying the 4th industrial revolution technology with the goal of establishing a flawless aviation safety management system and establishing a future aviation safety infrastructure. The master plan includes the establishment of various aviation safety management systems such as aircraft fault management using AI & Big data and flight training system using VR/AR. Currently, the Air Force is promoting a flight safety management system using new technology under the goal of building smart air force. Therefore, this study intends to apply the 4th Industrial Revolution technology to the aircraft condition check system that finally checks the safety of the aircraft before flight. The Air Force conducts airframe flaw checks and pre-flight aircraft check. In this study, we architect the airframe flaw check system using AI and drones, and the pre-flight aircraft condition check system using the IoT and big data for more precise and detailed check of aircraft condition and flawlessness check.

• Culinary science and hospitality research
• /
• v.6 no.2
• /
• pp.31-46
• /
• 2000

The major matters studied are follows: First, the study review statement of problem. second, the study is a global view of the restaurant management. \circled1 what characteristics did hotel restaurant have\ulcorner \circled2 What is the importance of F&B's sales-part\ulcorner \circled3 How can be operated organization of hotel F & B's management\ulcorner Third, condition of hotel restaurant management in korea explained real-example of deluxe hotel. On the basic of this, the study can look up prospect of hotel restaurant management, Forth, fifth, study suggest on efficient management-method of hotel restaurant. (It was divided in 7) Also, study suggest on achievement for ultimate purpose of hotel restaurant.

• Proceedings of the Safety Management and Science Conference
• /
• 2000.05a
• /
• pp.149-161
• /
• 2000

This study investigated the management environment of medium and small business by examining the role of medium and small business in national economics, the change in management condition, and the problems in quality and technique. Also we analyzed problems in the past quality control activity of our medium and small business, and examined the driving direction and introduction method of QM. And to understand the effect of manager's concern in quality management to observe the quality system before and after introduction of QM. A target for this investigation is the medium and small business which has introduced QM through ISO 9000.

• Proceedings of the Safety Management and Science Conference
• /
• 2003.05a
• /
• pp.195-201
• /
• 2003

This study investigated the management environment of medium and small business by examining the role of medium and small business in national economics, the change in management condition, and the problems in Qualify and technique. Also we analyzed problems in the past quality control activity of our medium and small business, and examined the driving direction and introduction method of QM. And to understand the effect of manager's concern in quality management to observe the quality system before and after introduction of QM. A target for this investigation is the medium and small business which has introduced QM through ISO 9000.

• Korea Journal of Hospital Management
• /
• v.2 no.1
• /
• pp.48-64
• /
• 1997

This study was conducted to evaluate the satisfaction level of interns and residents on training and job environment of two university hospitals in Pusan. The concept of subject's satisfaction was evaluated in general characteristics, socioeconomic status, working condition, human relationship, and job status and scored from 1 to 5. The newly developed questionnaire for this study(32 items) was revised and modified by the preliminary survey. The internal consistency of questionnaire was 0.73(Cronbach's alpha). The self-administered questionnaire was provided to 218 subjects and collected the answering from March 2 to March 25th, 1997, and statistical significances were tested by $x^2-test$, t-test and ANOVA. The satisfaction level between the residents group was significantly different, but satisfaction level of working condition, human relationship and job status showed no difference. The service division part showed highest(2.73) and the surgical division part showed lowest(2.57). The job satisfaction level between the subjects showed higher satisfaction level in working condition, socioeconomic status, and total satisfaction dimension, and intern group showed higher satisfaction level than resident group. Satisfaction level in human relationship dimension, resident group showed higher satisfaction level than intern group, but showed no statistically difference. To improve the working condition for residents, public welfare facilities was firstly suggested and the next was salary increase, overloaded work, respectively. For intern groups, overloaded work and waste work were firstly suggested and the next was public welfare facilities and salary increase, sequentially. The career gets longer, the satisfaction level on general characteristics of working condition, socioeconomic status, and total satisfaction level were increased. The subjects who have religion and higher socioeconomic status showed higher satisfaction level than the other group. The general satisfaction level of subjects in all dimensions showed lower aver age(3.0) and the overall satisfaction level showed below than average. Thus, in order to improvement of subject's working condition, higher quality of life is necessary rather than economic state. In future, these results might be considered to improve the working condition for interns and residents.

• Journal of Preventive Medicine and Public Health
• /
• v.17 no.1
• /
• pp.107-119
• /
• 1984

At the preliminary survey of Seosan demonstration project for integration of family planning and maternal and child health service, 6 questions about morbid conditions of all household members were included. Definition of morbid condition used at the survey was self-conceived physical or mental infirmity which had been caused by diseases or accidents, resulting in obstacles to ordinary daily life for past 30 days. Analyzing those morbidity data, the following results were obtained. 1. The morbid person rate was 192.2 per 1,000 persons and the morbidity rate 214.2 per 1,000 persons. 2. The percentage of household which had at least one morbid person was 61.9% and average number of morbidity per one household was 1.1. 3. Analyzing the 1st morbid condition of the total 4,433 morbid persons, morbidity rate of male was 194.6 per 1,000 persons and that of female was 189.8 per 1,000 persons. 4. The highest age specific morbidity rate was that of $0{\sim}4$ years of age, and it was 304.3 per 1,000 persons. The lowest was that of $10{\sim}14$ years of age and the rate of 93.8 per 1,000 persons. 5. The following was the order of five major diseases which were classified according to 17 International Classification of Diseases. (1) Symptoms and Ill defined conditions : 17.3% (2) Disease of the Digestive system : 15.7% (3) Infections and Parasitic disease 14.3% (4) Disease of the Respiratory system : 13.7% (5) Disease of the Nervous system and sense organs : 9.4% 6. 30 leading morbid conditions were described in Table III-2 and which composed 70.6% of total morbid conditions. 7. The percentage of the morbid conditions of which duration was longer than 90 days was 40.5%. 8. Of the total 4,433 morbid persons, 4,394 morbid persons responded for the morbid condition management method. Of those, Hospital & clinic (35.3%), drug store (40.0%), herb drug store (3.6%), health center (2.2%) ware selected for the 1st place or method for management morbid condition, and 18.0% did not search for morbid condition management.

• Journal of Korean Society of Industrial and Systems Engineering
• /
• v.38 no.3
• /
• pp.14-20
• /
• 2015

It is important to understand psychological and physiological responses of occupants who seated in a chair in order to shape a comfortable indoor official environment. So it is needed to find out optimal seated conditions. The purpose of this study was to explore optimal condition of seat air conditioning control based on psychological or subjective responses (perceived temperature and comfort sensation) and physiological responses (heartrate variability; HRV). To do this, experimental conditions were designed by the difference of indoor temperature and seat air conditioning temperature. In the experiment 1, seven experimental conditions were designed with one control condition which was not used seat air conditioning system, and six experimental conditions which the difference of indoor temperature and seat air conditioning temperature ($-1^{\circ}C{\sim}-6^{\circ}C$). In the experiment 2, four experimental conditions were designed with one control condition and three experimental conditions ($-3^{\circ}C{\sim}-5^{\circ}C$). In addition, participants' psychological or subjective response was measured by CSV (comfort sensation vote) and PTS (perceived temperature sensitivity) as a psychological or subjective response, and heartrate variability was measured as a physiological response. As a result, in the experiment 1, it was reported that the optimal conditions of seat air conditioning control based on participants' psychological or subjective comfort were from $-3^{\circ}C$ to $-5^{\circ}C$ experimental conditions. In addition, in the experiment 2, it was reported that the optimal condition of seat air conditioning control based on participants' physiological comfort was $-4^{\circ}C$ experimental condition. These results suggested that seat air conditioning could affected to comfort sensation of occupants in an appropriate range, rather than unconditionally.

• International conference on construction engineering and project management
• /
• 2005.10a
• /
• pp.655-661
• /
• 2005

For a hydro power plant project, the headrace tunnel having a finished diameter of 3.3m was constructed in volcanic rocks with well-developed vertical joint and high groundwater table. The intake facility was located 20.3 km upstream of the powerhouse and headrace tunnel of 20 km in length and penstock of 440 m in height connected the intake and the powerhouse. The typical caldera lake, Lake Toba set the geology at the site; the caving of the ground caused tension cracks in the vertical direction to be developed and initial stresses at the ground to be released. High groundwater table(the maximum head of 20 bar) in the area of well-connected vertical joints delayed the progress of tunnel excavation severely due to the excessive inflow of groundwater. The excavation of tunnel was made using open-shield type TBM and mucking cars on the rail. High volume of water inflow raised the water level inside tunnel to 70 cm, 17% of tunnel diameter (3.9 m) and hindered the mucking of spoil under water. To improve the productivity, several adjustments such as modification of TBM and mucking cars and increase in the number of submersible pumps were made for the excavation of severe water inflow zone. Since the ground condition encountered during excavation turned out to be much worse, it was decided to adopt PC segment lining instead of RC lining. Besides, depending on the conditions of the water inflow, rock mass condition and internal water pressure, one of the invert PC segment lining with in-situ RC lining, RC lining and steel lining was applied to meet the site specific condition. With the adoption of PC segment lining, modification of TBM and other improvement, the excavation of the tunnel under severe groundwater condition was successfully completed.

• The Korean Journal of Health Service Management
• /
• v.10 no.4
• /
• pp.1-11
• /
• 2016

Objectives : The aim of this study is to investigate the actual condition of the occurrence and recovery of medical expenses through seafarers insurance and to provide basic data that will be helpful in the establishment of efficient hospital management strategies for medical expenses of insurance companies depending on the type of seafarers insurance. Methods : Three general hospitals located in Busan, Korea, were selected, and seafarers insurance claim data was collected from January 1, 2012 to December 31, 2013(24 months) and analyzed. There were 5,490 cases in total. Results : There was a significant difference in the distribution of disease incidence, accrued medical expenses, reimbursement of medical expenses, and the actual condition of medical receivables depending on the insurance company. Conclusions : Therefore, differentiated payback strategies for medical expenses are needed that consider the various seafarers insurance companies and their treatment characteristics.