• Title/Summary/Keyword: Modified Classification System

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Study on Reception and Modification Process of Yaksung-ga in Korean Medicine at Late Chosun Dynasty (조선후기 한의학에서 공정현(龔廷賢) 약성가(藥性歌)의 수용과 변천과정에 대한 연구)

  • Hwang, Jong-Sun;Choi, Dall-Yeong;Jeong, Han-Sol;Shin, Sang-Woo;Ha, Ki-Tae
    • Journal of Physiology & Pathology in Korean Medicine
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    • v.24 no.6
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    • pp.924-934
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    • 2010
  • Yaksung-ga is a short Chinese poem, written for easy memorizing of properties and effects of various herbal drugs. It is very useful for teaching herbalogy and for using in clinical practice. In spite of its importance, research of the Yaksung-ga is very insufficient. Thus, we investigated literary works of Tingxian Gong and Korean medical books in the late Chosun dynasty, to explain how Yaksung-ga had been received and modified in Korean medicine. Manbinghuichun(萬病回春) and Shoushibaoyuan(壽世保元), the literatures of Tingxian Gong, are the origin of Yaksung-ga. Jejungshinpyun(濟衆新編) is the first book which recorded Yaksung-ga in Korea, having influenced Juchonshinbang(舟村新方) and Euijongsonik(醫宗損益). The classification system of Yaksung-ga was remarkably changed in Euijongsonik, according to the method of Bencaogangmu(本草綱目). And the Yaksung-ga of Bangyakhappyun(方藥合編), which is generally used in Korea at present, was shortened from the form of 8 Chinese characters in each line to 7 characters, so that it can be easily recited. In the end, the authors of Korean medical books selectively cited the Yaksung-ga of Tingxian Gong, and added many novel Yaksung-ga.

A Resampling Method for Small Sample Size Problems in Face Recognition using LDA (LDA를 이용한 얼굴인식에서의 Small Sample Size문제 해결을 위한 Resampling 방법)

  • Oh, Jae-Hyun;Kwak, Jo-Jun
    • Journal of the Institute of Electronics Engineers of Korea SP
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    • v.46 no.2
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    • pp.78-88
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    • 2009
  • In many face recognition problems, the number of available images is limited compared to the dimension of the input space which is usually equal to the number of pixels. This problem is called as the 'small sample size' problem and regularization methods are typically used to solve this problem in feature extraction methods such as LDA. By using regularization methods, the modified within class matrix becomes nonsingu1ar and LDA can be performed in its original form. However, in the process of adding a scaled version of the identity matrix to the original within scatter matrix, the scale factor should be set heuristically and the performance of the recognition system depends on highly the value of the scalar factor. By using the proposed resampling method, we can generate a set of images similar to but slightly different from the original image. With the increased number of images, the small sample size problem is alleviated and the classification performance increases. Unlike regularization method, the resampling method does not suffer from the heuristic setting of the parameter producing better performance.

A Study on Factors Affecting Dental Hygienists' Job Stress (치과위생사의 직무 스트레스에 영향을 미치는 요인 분석)

  • 이성숙
    • Korean Journal of Health Education and Promotion
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    • v.15 no.1
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    • pp.151-163
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    • 1998
  • The purpose of this study is to find options which reduce the job stress and to enhance morale through a variable analysis, and also apply this data in the legal and administration fields. The data for the research was obtained from 217 dental hygienists working in the dental clinics, dental hospitals and university's dental hospitals' in Seoul. The tool used by this study was a Questionnaire measuring on-the-job stress of dental hygienists, was a modified and revised. The Questionnaire version used to measure bank's job stress and used to suggest options by Dae-ha Yoon(1991). Classification of items for measuring job stress was based on Theoretical Study on Job Stress by Dae-hyon Song(1986). The scale used in study was the two points (yes or no in the job stress) scale measuring for variables. The period of data collection was 30 days from December 4, 1995 to January 5, 1996. The methods of data collection were self-writing, direct visit, and postal Questionnaire answering, 224 copies of Questionnaire data were collected, but only 217 copies were used. 7 copies could not be analyzed, were not used for this study. The data analysis was conducted by SPSS after coding the collected raw data. The general characteristics was obtained from real digits and percentages. In order to analyze the difference of sub-variables against the job stress based on general characteristics. Mean, Standard Deviation, and F test (ANDVA) were conducted. The following were the results of job stress variables: 1. Meaningful variable affecting the working organization, is compensation system(p〈0.03). 2. Meaningful variable affecting the working period, is work overload(p〈0.02). 3. Meaningful variable affecting average patients per day, is the career management and payment(p〈0.04, p〈0.01). 4. Meaningful variable affecting number of staff, is the comrade relationship, role conflict among patients, work overload, and job overload(p〈0.000, p〈0.05, p〈0.04, p〈0.01). The comrade relationship is most affected to the number of staffs aides. 5. Meaningful variables affecting job diversion, are the desire and value, the non-role play, and the environment(p〈0.003, p〈0.02, p〈0.005).

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A Study on Detection of Small Size Malicious Code using Data Mining Method (데이터 마이닝 기법을 이용한 소규모 악성코드 탐지에 관한 연구)

  • Lee, Taek-Hyun;Kook, Kwang-Ho
    • Convergence Security Journal
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    • v.19 no.1
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    • pp.11-17
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    • 2019
  • Recently, the abuse of Internet technology has caused economic and mental harm to society as a whole. Especially, malicious code that is newly created or modified is used as a basic means of various application hacking and cyber security threats by bypassing the existing information protection system. However, research on small-capacity executable files that occupy a large portion of actual malicious code is rather limited. In this paper, we propose a model that can analyze the characteristics of known small capacity executable files by using data mining techniques and to use them for detecting unknown malicious codes. Data mining analysis techniques were performed in various ways such as Naive Bayesian, SVM, decision tree, random forest, artificial neural network, and the accuracy was compared according to the detection level of virustotal. As a result, more than 80% classification accuracy was verified for 34,646 analysis files.

A Study of the Blocking and Ridge over the Western North Pacific in Winter and its Impact on Cold Surge on the Korean Peninsula (겨울철 북서 태평양에서 발생하는 고위도 블로킹과 중앙 태평양 기압능이 한반도 한파에 미치는 영향 연구)

  • Keon-Hee Cho;Eun-Hee Lee;Baek-Min Kim
    • Atmosphere
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    • v.33 no.1
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    • pp.49-59
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    • 2023
  • Blocking refers to a class of weather phenomena appearing in the mid and high latitudes, whose characteristics are blocked airflow of persistence. Frequently found over the Pacific and Atlantic regions of the Northern Hemisphere, blocking affects severe weather in the surrounding areas with different mechanisms depending on the type of blocking patterns. Along with lots of studies about persistent weather extremes focusing on the specific types of blocking, a new categorization using Rossby wave breaking has emerged. This study aims to apply this concept to the classification of blockings over the Pacific and examine how different wave breakings specify the associated cold weather in the Korean peninsula. At the same time, we investigate a strongly developing ridge around the Pacific by designing a new detection algorithm, where a reversal method is modified to distinguish ridge-type blocking patterns. As result, Kamchatka blocking (KB) and strong ridge over the Central Pacific are observed the most frequently during 20 years (2001~2020) of the studied period, and anomalous low pressures with cold air over the Korean Peninsula are accompanied by blocking events. When it considers the Rossby wave breaking, cyclonic wave-breaking is dominant in KB, which generates low-pressure anomalies over the Korean Peninsula. However, KB with anticyclone wave breaking appears with the high-pressure anomalies over the Korean Peninsula and it generates the warm temperature anomaly. Lastly, the low-pressure anomalies are also generated by the strong ridge over the Central Pacific, which persists for approximately three days and give a significant impact on cold surge on the Korean Peninsula.

Classification Analysis of the Physical Environment of Bicycle Road -Focused on Chang Won City, Kyung Nam Province, S. Korea- (자전거 도로의 물리적 환경에 대한 등급화 연구 -창원시 사례를 중심으로-)

  • Moon, Ho-Gyeong;Kim, Dong-Pil;Choi, Song-Hyun;Kwon, Jin-O
    • Korean Journal of Environment and Ecology
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    • v.28 no.3
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    • pp.365-373
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    • 2014
  • This study is to analyze the physical environment and conduct spatial data for bicycle road system in changwon. Index for evaluation index was developed based on literatures. Then the level of importance and weight have been modified through experts review. Finally, index with eight categories such as greenness(40% over), bicycle road connectivity(1.8, 9.8%), road type bike(bicycle lane, 24.4%), pave type(asphalt 72.5%), illegal parking(none, 93.9%), bike road surface visibility(exist, 46.8%), vehicle speed limits(30km, under), vehicle traffic(500/hr under, 44.3%) have been applied to empirical investigation. Collected data has been hierarchically classification by ArcGIS Program. The Highest grades(score 31-35, level 1) occupied 35% of target destination. High level of greenness and load type has contributed to high score. In addition, average level of greenness of those destination was 35% and higher, which provide high degree of security and freshness for bicycle riding. Meanwhile, lowest level(level 5, which earned 15 point or less) occupied 24.5%. illegal parking, low level of greenness, and no surface sign caused low score.

Validation of Korean Nomenclature of NOC;Focused on 260 Outcomes (간호결과분류체계(Nursing Outcomes Classifications)의 한글 명명화에 대한 타당성 연구;260개 간호결과명을 중심으로)

  • Yoo, Hyung-Sook;Jang, In-Sun;Jeon, Mi-Soon;Kim, Hee-Girl;Nam, Hye-Kyung;Park, Yeon-Sook;Kim, Ok-Hyeon;Park, Hye-Ja;Hwang, Yun-Young;Lee, Jeong-Hee;Lee, Mi-Ja;Choi, Enn-Hee;Lee, In-Soon;Lee, Soon-Hee;Yom, Young-Hee;Chi, Sung-Ai
    • Journal of Korean Academy of Nursing Administration
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    • v.8 no.2
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    • pp.221-238
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    • 2002
  • Purpose: The purpose of this study was to develop and test the validity of the standardized Korean nomenclature of 260 Nursing Outcomes Classification(NOC) developed by Johnson and Mass at University of Iowa in 2000. Method: The four phases of the study were: (1) translation of the NOC into Korean by the Research Team, (2) nine nursing professors and nurses with various clinical backgrounds reviewed each nomenclature taking into consideration of definitions and outcome indicators. The modified Delphi method was used to determine the most appropriate nomenclature for each term, (3) 307 Clinical expert nurses more than three years field experiences were given a questionnaire to rate each Korean nomenclature using a 5 point Likert scale ranging from very inappropriate to very appropriate, and (4) final accordance of Korean Nomenclature. Result: The team determined that 260 Korean nomenclature was appropriately named. because the mean validity score of 260 outcomes was 3.90 and each of 260 Korean nomenclature had a score more than 3.00. Conclusion: Korean nomenclature of NOC can be used as a standardized language of nursing result in a computerized nursing information system.

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A Study on Medical Fee System of the convalescent hospital -Focused on the case of patient group adjustment - (요양병원 수가제도에 대한 소고 -환자군 조정 판결을 중심으로 -)

  • Kwon, Hye Ok
    • The Korean Society of Law and Medicine
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    • v.18 no.2
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    • pp.195-218
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    • 2017
  • The increase in medical expenses for convalescent hospitals is increasing abnormally, which puts enormous burden on the National health insurance finances. This is a phenomenon that has been associated with the social phenomenon of rapid aging. The fact that the convalescent hospitals are paid the fixed amount per day for hospitalization became the incentive for some hospitals to use the patients as means of making money. And these hospitals intend to get regular care or take medicines at other hospitals in order to reduce medical expenses, even when the medical fee is paid. In order to prevent such financial leaks, the Health Insurance Review and Assessment Service adjusted the patient group for inpatients in a hospital with the above behavior, and then cut the cost of medical care benefits. However, Above decision was canceled by the court on the grounds that there was no basis rule. However, based on the above case, I think that it can be an opportunity to draw up the problem and to improve of the Medical Fee System of hospital. The modified medical fee system can strengthen the medical function of the convalescent hospital. In addition, it seems reasonable to exclude admission for "physically disabled group". Even if admission is allowed for the physically disabled group due to social needs, it should be excluded from the National health insurance for the fianacial soundness and the sustainability of the system.

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Study on Improvement of Cost Calculation Method in Construction less than One Day Workload (1일 작업량 미만 공사의 공사비 산정 방식의 개선방안에 관한 연구)

  • Shin, Dae-Woong;Lee, Young-Do;Shin, Yoonseok;Kim, Gwang-Hee;Yoo, Sangrok;Park, Wonjun
    • Journal of the Korea Institute of Building Construction
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    • v.14 no.5
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    • pp.477-485
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    • 2014
  • Standard production unit system and historical cost data are the most typical data base for calculating budget price in construction. However, these construction cost estimation methods are difficult to calculate proper construction cost because definition, additional allowance or modification criteria is not clear in construction within one day. Therefore, this study identifies problems for standard production unit system and historical cost data and suggests the improvements for them. For the objectives, this study analyzes frequency after implementing survey for 44 specialty contractors in placing at kyeonggi-province. As the results of the study, labor costs in standard production unit system and equipment costs in historical cost data and in construction of pavement and maintenance by project type was exceeded at most high rate against construction cost estimation methods. Based on this result, standard production unit system and historical cost data need to be modified by three improvements such as classification by project scale. These will be baseline data for improvement of construction cost estimation methods for less than one day workload.

Taxonomy of Performance Shaping Factors for Human Error Analysis of Railway Accidents (철도사고의 인적오류 분석을 위한 수행도 영향인자 분류)

  • Baek, Dong-Hyun;Koo, Lock-Jo;Lee, Kyung-Sun;Kim, Dong-San;Shin, Min-Ju;Yoon, Wan-Chul;Jung, Myung-Chul
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.31 no.1
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    • pp.41-48
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    • 2008
  • Enhanced machine reliability has dramatically reduced the rate and number of railway accidents but for further reduction human error should be considered together that accounts for about 20% of the accidents. Therefore, the objective of this study was to suggest a new taxonomy of performance shaping factors (PSFs) that could be utilized to identify the causes of a human error associated with railway accidents. Four categories of human factor, task factor, environment factor, and organization factor and 14 sub-categories of physical state, psychological state, knowledge/experience/ability, information/communication, regulation/procedure, specific character of task, infrastructure, device/MMI, working environment, external environment, education, direction/management, system/atmosphere, and welfare/opportunity along with 131 specific factors was suggested by carefully reviewing 8 representative published taxonomy of Casualty Analysis Methodology for Maritime Operations (CASMET), Cognitive Reliability and Error Analysis Method (CREAM), Human Factors Analysis and Classification System (HFACS), Integrated Safety Investigation Methodology (ISIM), Korea-Human Performance Enhancement System (K-HPES), Rail safety and Standards Board (RSSB), $TapRoot^{(R)}$, and Technique for Retrospective and Predictive Analysis of Cognitive Errors (TRACEr). Then these were applied to the case of the railway accident occurred between Komo and Kyungsan stations in 2003 for verification. Both cause decision chart and why-because tree were developed and modified to aid the analyst to find causal factors from the suggested taxonomy. The taxonomy was well suited so that eight causes were found to explain the driver's error in the accident. The taxonomy of PSFs suggested in this study could cover from latent factors to direct causes of human errors related with railway accidents with systematic categorization.