• Proceedings of the Korea Information Processing Society Conference
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• 2010.11a
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• pp.687-690
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• 2010

본 논문에서는 우즈베케스탄 사람을 대상으로 한국의학에서 사용되고 있는 사상체질진단법을 적용하여 실험하였으며, 먼저 설문조사방법으로 체질을 진단하는 QSCC II(Questionnaire for Sasang Constitution Classification II)라는 진단기구와 음성분석으로 체질을 진단하는 PSSC(Phonetic System of Sasang Constitution)를 사용하여 체질을 진단한 후, 한국인과 마찬가지로 우즈베키스탄인들에게도 적용이 가능한지를 살펴보았다. 실험결과 우즈베키스탄인도 사상체질로 분류됨을 보았다.

• The Journal of the Korea Contents Association
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• v.9 no.10
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• pp.249-257
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• 2009

The purpose of this study is to find a classification method with high accuracy in regard with sasang constitutional diagnosis. The BMI, blood pressure, pulse wave, and Sasang constitution diagnosed by a specialist was collected from 2848 subjects who were apparently healthy. Through a selective procedure, the data of 1635 subjects was used in the analysis. The results with the classification methods such as the discriminant analysis, regression, decision tree and neural network were compared with the diagnosis of a Sasang constitutional specialist. In result, the discriminant analysis method was hard to qualify the assumption of the equality of covariance matrices within constitutional groups. Moreover, without BMI, the decision tree and neural network methods were very sensitive to the change of the analysis data. Therefore, the Logistic regression and the decision tree is recommended on condition that the decisive factors of constitution are well concerned.

• Journal of Sasang Constitutional Medicine
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• v.12 no.1
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• pp.157-172
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• 2000

The problem lies in Sasang-constitution-medicine is a subjectiveness of diagnosis that the result of diagnosis varies according to the doctors. In order to supplement to this demerit, multiple approach has done to diagnose objectively. This study has focused on evaluating the effectiveness and accuracy of the questionnaire which considered as a basic data to indentify constitution. By analysing the tendency of the respondents who has defined constitution by clinical diagnosis and comparing of their answers, the result of their constitution analysis by our questionnaire were re-examed. The answer of each question to each constitution were tested how it is relevent to a scale of a constitution. As a result, we have found that there is limitation to find out constitution by the questionnaire we used, one we hope that suitable questionnaire will be developed for the research in the future.

• Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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• 2009.10a
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• pp.314-316
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• 2009

본 논문에서는 사상체질분류검사 설문지를 이용하여 사상체질을 진단할 때, 진단의 정확도를 향상시키기 위한 사상체질 분류 함수를 개발하기 위하여 퍼지 분류기를 이용한다. 본 연구에서 사용하는 데이터는 9개 한의과대학의 10개 부속한방병원에서 치료를 받은 환자들 중 각 병원의 사상체질전문의로부터 체질진단을 받고 최소한 4주 이상 사상체질 처방을 사용한 후 주 증상이 전반적으로 호전되어 체질이 확인된 환자 1,914명을 대상으로 하고 있다. 본 연구는 사상체질의학의 광제설을 토대로 환자의 성별을 분리 하였을 뿐만 아니라, 비만도를 추가적으로 분류하였으며, 체형기상, 용모사기, 성질재간, 병증약리 중 체형기상을 토대로 분류하였으며, 사상체질을 판별할 수 있도록 설계되고 구현되었다.

• 한국데이터정보과학회:학술대회논문집
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• 2004.04a
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• pp.69-77
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• 2004

본 논문에서는 한방병원에서 사상체질분류검사설문지를 이용하여 사상체질을 진단할 때 진단의 정확도를 향상시키기 위한 사상체질분류함수를 개발하기 위하여 데이터마이닝에서의 판별분석모형을 이용한다. 데이터 정제 과정에서 양질의 데이터를 확보하기 위한 기준은 상반되는 설문의 응답 패턴과 체질별 설문의 응답 비율을 이용하며, 변수선택의 기준은 도수분석의 비율차이검정과 선형판별함수의 계수를 이용한다.

• 한국데이터정보과학회:학술대회논문집
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• 2004.04a
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• pp.61-68
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• 2004

본 논문에서는 한방병원에서 사상체질분류검사설문지를 이용하여 사상체질을 진단할 때 진단의 정확도를 향상시키기 위한 사상체질분류함수를 개발하기 위하여 데이터마이닝에서의 판별분석모형을 이용한다. 데이터 정제 과정에서 불성실한 응답자를 제거시키기 위한 기준은 상반되는 설문의 응답 패턴과 체질별 설문의 응답 비율을 이용하며, 변수선택의 기준은 상관분석의 크론박 알파 계수와 선형판별함수의 계수를 이용한다.

• Proceedings of the Korea Information Processing Society Conference
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• 2006.05a
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• pp.423-426
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• 2006

예방 의학에 대한 관심이 증대되고 있는 현대 생활에서 사상체질 진단을 통한 건강 유지는 누구나 쉽게 접근할 수 있는 방법 중에 하나이며, 이를 위해 사상의학(四象醫學)적 이론이 많이 사용되고 있다. 그러나, 사상의학에서 사상체질 진단 및 분류는 매우 중요한 과제로서 많은 학자들에 의해 연구되고 있으나 지금까지 객관적으로 인정된 방법이나 기술은 없다고 할 수 있다. 따라서 본 논문에서는 외형적 특징을 통한 사상 체질 분류를 연구하기 위한 목적으로 안면부의 형태학적인 특징을 도출하였다. 즉, 안면 영상에서 눈과 입을 추출하여 결과 영상과 사상체질 간의 상관성을 규명하기 위하여 안면 영상의 형태학적 분석을 이용한 사상체질의 판별을 시도하였다. 특히, 한방의 망진(望診) 방법에 근거하여 사상체질을 객관적으로 진단, 분류하기 위한 연구를 수행하였다. 최종적으로 실험에 의해 제안한 방법의 유용성을 입증하고자 한다.

• Journal of the Korea Convergence Society
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• v.11 no.12
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• pp.363-371
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• 2020

The purpose of this study was to find out the body shape characteristics of each Sasang constitution typology. The constitution type of the subjects was determined by Sasang Constitution Analysis Tool(SCAT) and a Sasang specialist. The body circumference of the subjects and their respective proportions were analyzed. Concordance rates between SCAT and the specialist were 33.0% and 41.5% for men and women, respectively, and Soyangin had the lowest concordance rate. Forehead/neck, chest/iliac, rib/iliac, and rib/curvature circumference ratios of female subjects showed the same results in both SCAT and the specialist. In determining the constitution type, it was confirmed that the ratio between specific circumferences can be a more meaningful criterion than the circumference.

• Journal of Sasang Constitutional Medicine
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• v.11 no.2
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• pp.95-117
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• 1999

1. Purpose of study There are many Constitution theories. But, In the Sasang Constitutional medicine, the theory and the practice are connected systematically. So it has been used in Korea popularly. Lee Je-Ma suggested that the external form, the mind, the symptom are the criteria of Sasang constitution diagnosis at the Discourse on the Four Principle and the Discourse on the Identifying Four Constitutions. But The clinical importance study of three diagnostic criteria - the external form, the mind, the symptom - has never been studied. Therefore, there are many obstacles of using the three diagnostic criteria totally. And I think that it needs a study which we apply the three diagnostic criteria to practice and approve the clinical importance of one another. I classify and investigate the previous methods of Sasang constitution diagnosis by the three diagnostic criteria in this study. 2. Method of study I investigate the previous methods of Sasang constitution diagnosis bibliographically by Dongyi Soose Bowon, Journal of Constitutional medicine and other books. 3. Result of study (1) Study of the external form The Study of Ki-sang(氣像) and Sa-ki(詞氣) by experience and intuition was done previously, and study of imaginay formulation of each constitution by measuring Chae-hyung(體形) and yong-mo(容貌) has being done recently. (2) Study of the mind For the objectification of study and diagnosis, self-reporting questionnaire has been used. The ideal choice to determine an indivisual constitution, as far as questionnaire go, is to take results from both the modified version Sasang Pattern Identification Questionnaire and QSCCII. (3) Study of the symptom For the study of the symptom - constitution symptom and constitution symptom of disease - the study of principles, the clinical study of the type of disease and symptom, the study which the pathologic view of Oriental medicine apply the view of Sasang Constitutional medicine have been done. We must try to objectfy Sasang Constitutional disease.

• Journal of Sasang Constitutional Medicine
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• v.8 no.1
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• pp.187-246
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• 1996

The purpose of this study is to evaluate and standardize the four scales of Questionnaire for the Sasang Constitution ClassificationII (QSCCII). QSCCII is newly prepared by statistical item analysis and is designed to examine its diagnostic discriminability. QSCCII is administered to 1366 random informants. From the survey, we could get the data for the standardization. The criteria of standardization are based on the data from 265 informants who are examined by professionals. Collected data are analyzed by internal consistency, variation analysis(ANOVA), Duncan test and discrimination analysis of SPSS PC+ V4.0 program. The results are as follows 1) The reliability of four scales for QSCCII is relatively valid. The internal consistency of Tae-yang(太陽) scale is Cronbach's ${\alpha}=0.5708$. That of So-yang(少陽) scale is ${\alpha}=0.5708$. That of Tae-eum(太陰) scale is ${\alpha}=0.5922$. That of So-eum(少陰) scale is ${\alpha}=0.6319$. 2) There is a significant difference between each group through variation analysis of four scales. 3) The process of standardization is based on the average value and standard deviation with respect to age and sex difference of each criteria. 4) This study suggests a source of standardization of Sasang Constitution Classification by providing norms in which the differences of age, sex, and number of items are taken into deep consideration. QSCCII, therefore, can be applied to every age(the 10's to the 60's) and sex groups. 5) The recalculation of the raw-score to standard value (T-score) shows that the diagnostic discriminability (Hit-ratio : 70.08%) of QSCCII brings about 37% improvement than proportional chance criteria(33.33%). Especially, Hit-ratios of Tae-eum In(74.5%) and So-eum In(70.8%) are higher than that of So-yang In(60.0%). 6) QSCC has discriminability only to male informants. Compared with QSCC, however, QSCCII has relatively efficient discriminability both to male and female informants. 7) These results would be a demonstration of the fact that the QSCCII could be used as a tool for sasang constitution classification.