• 제목/요약/키워드: Business Intelligence (BI)

검색결과 37건 처리시간 0.021초

웹 기반의 Ad Hoc 리포팅을 위한 Fat Client를 갖는 리포팅 툴 (Reporting Tool using Fat Client for Web-based Ad Hoc Reporting)

  • 최지웅;김명호
    • 한국정보과학회논문지:컴퓨팅의 실제 및 레터
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    • 제12권4호
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    • pp.264-274
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    • 2006
  • 최근 들어 기업을 포함한 각 조직에서는 그들이 그 동안 축적한 데이타를 의미 있는 정보로써 활용하기 위해 데이타의 자유로운 포맷팅이 가능한 리포팅 툴을 의사 결정을 위한 데이타 분석 툴로서 확대 사용하고자 하는 요구가 증가하고 있다. 기존에는 하나의 동적 문서에 대해서 다수의 조회자가 발생하는 성격의 동적 문서들을 생성 및 배포하기 위하여 리포팅 툴을 사용해 왔다. 이러한 용도에 적합하도록 기존의 리포팅 툴은 서버 측에서 동적 문서의 생성을 담당하는 구조를 취하고 있다. 또한 서버 프로그램은 동적 문서의 미리 생성, 정기적 갱신 등을 담당하는 스케줄러와 반복된 생성을 피하기 위한 캐쉬 기능을 통하여 효율적 운영을 꾀하고 있다. 그러나 데이타 분석 용도의 동적 문서의 생성은 다수의 조회자를 고려한 동적 문서의 생성이 아니며 사용자가 다양한 값의 파라미터를 입력하는 방식으로 짧은 시간 간격으로 반복적인 동적 문서의 즉시 생성을 요구하는 특정이 있다. 이와 같이 리포팅 툴의 사용 범위 확대는 기존 리포팅 툴의 서버 측에 처리 부하를 증가시키고 있다. 본 논문에서는 제한된 리소스 환경에서도 대량의 데이타를 가공하여 동적 문서를 생성할 수 있는 리포트 뷰어를 통해 배포 목적이 아닌 데이타 분석 목적의 동적 문서의 경우 클라이언트 측에서 생성하도록 하여 서버의 부하를 분산시키고자 한다.

정보시스템 위험관리 프로세스 특성에 관한 연구 (The research regarding an information system risk management process characteristics)

  • 김태달;이형원
    • 정보처리학회논문지D
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    • 제14D권3호
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    • pp.303-310
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    • 2007
  • 정보시스템 장애는 단순한 소프트웨어 오류에서부터 프로그램 시험 미비, 물리적인 방재시설 미비 등 다양하다. 비록 장애가 사소하더라도 그 결과는 엄청난 피해를 야기 시키기도 한다. 최근에는 이런 문제를 해결하는데 있어 단순한 외부 보안시스템만으로는 어렵게 되었다. 이제는 기업의 전반적인 정보기술에 대해 위험과 관련된 종합적인 대응책 수립과 적절한 대응이 필요한 시점에 도래하였다. 이와 관련하여 본 논문에서는 조직체 내에서 IT자원에 대한 무결성, 가용성, 기밀성을 고려하여 조직 내부와 외부에서 발생할 수 있는 각종 정보 및 시스템과 데이터에 대한 통제는 물론이고 위험에도 대처 할 수 있는 종합적인 위험관리시스템을 모델링하기 위한 특성에 대해 연구하였다.

OWL 온톨로지 사용을 위한 SPARQL 쿼리 툴 (SPARQL Query Tool for Using OWL Ontology)

  • 조대웅;최지웅;김명호
    • 한국컴퓨터정보학회논문지
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    • 제14권11호
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    • pp.21-30
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    • 2009
  • 시맨틱 웹에서는 RDF, RDFS, OWL과 같은 온톨로지 구축 언어를 이용하여 웹 리소스의 메타데이터를 정의한다. 이러한 시맨틱 웹 기술을 이용한 연구는 에이전트를 기반으로 한 온톨로지의 개념에 대한 관계 및 트리플을 추출하기 위한 목적으로 진행되고 있다. 하지만 에이전트 기반의 온톨로지의 개념에 대한 관계 및 트리플의 추출은 에이전트의 특성상 한정된 쿼리 문을 작성하게 된다. 이는 온톨로지 안의 다른 개념에 대한 관계 및 트리플을 추출하고자 할 때는 유연성이 떨어진다. 온톨로지 정보 자체에 대한 유연성 있는 정보 검색을 하기 위해서는 표준 온톨로지 언어에 접근 및 표준 쿼리 언어의 이용이 가능한 쿼리 툴이 필요 하다. 본 논문에서는 OWL 온톨로지에 HTTP 프로토콜을 이용하여 접근이 가능하고, 쿼리를 할 수 있는 SPARQL 쿼리 툴을 제안한다. 툴에 의해 생성되는 쿼리 결과는 SOAP 메시지 형태로 변환 출력함으로써 웹 서비스를 이용한 접근도 가능하다.

인코더와 디코더에 기반한 합성곱 신경망과 순환 신경망의 새로운 하이브리드 접근법 (New Hybrid Approach of CNN and RNN based on Encoder and Decoder)

  • 우종우;김건우;최근호
    • 경영정보학연구
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    • 제25권1호
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    • pp.129-143
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    • 2023
  • 빅데이터 시대를 맞이하여 인공지능 분야는 괄목할만한 성장을 보이고 있으며 특히 딥러닝에 의한 이미지 분류 학습방법이 중요한 영역으로 자리하고 있다. 이미지 분류에서 많이 사용되어 온 CNN의 성능을 더욱 개선하기 위해 다양한 연구가 활발하게 진행되었는데, 이 중에서 대표적인 방법이 CRNN(Convolutional Recurrent Neural Network) 알고리즘이다. CRNN 알고리즘은 이미지 분류를 위한 CNN과 시계열적 요소를 인식하기 위한 RNN의 조합으로 구성되는데, CRNN의 RNN영역에서 사용하는 입력값은 학습 대상의 이미지를 합성곱과 풀링 기법을 적용하여 추출된 결과물을 flatten한 값이고, 이 입력값들은 이미지 내 동일 위상에 있는 픽셀값들이 서로 다른 순서로 나타나기 때문에, RNN에서 의도한 이미지 내 배열 순서를 제대로 학습하기 어렵다는 한계점을 지닌다. 따라서 본 연구는 인코더와 디코더의 개념을 응용한 CNN과 RNN의 새로운 하이브리드 방법을 제안하여, 이미지 분류 성능을 향상시키는 것을 목적으로 하였다. 본 연구에서는 다양한 알고리즘 비교 실험을 통해, 새로운 하이브리드 방법의 효과성을 검증하였다. 본 연구는 인코더와 디코더 개념의 적용 가능성을 넓히고, 제안한 방법이 기존 하이브리드 방법에 비해, 복잡도가 크게 증가하지 않아 모델 학습 시간과 인프라 구축 비용 측면에서 이점을 있다는 점에서 학문적 시사점을 가진다. 또한, 정확한 이미지 분류가 필요한 다양한 분야에서 제공되는 서비스의 품질을 높일 수 있는 가능성을 제시하였다는 점에서 실무적 시사점을 가진다.

디지털 뉴딜 정책에 대한 언론 보도량과 주식 시장의 동태적 관계 분석: 4차산업혁명 관련 기업을 중심으로 (An Analysis of the Dynamics between Media Coverage and Stock Market on Digital New Deal Policy: Focusing on Companies Related to the Fourth Industrial Revolution)

  • 손권상;권오병
    • 한국전자거래학회지
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    • 제26권3호
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    • pp.33-53
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    • 2021
  • 제4차 산업혁명의 확산과 코로나 19의 장기화로 인한 사회적 변화의 기로에서 한국 정부는 2020년 7월 디지털 뉴딜 정책을 발표했다. 디지털 뉴딜 정책은 데이터, 네트워크, 인공지능 기술을 중심으로 공공분야 및 산업의 디지털 전환을 가속화함으로써 새로운 비즈니스를 창출하는 것을 주요 과제로 삼고 있다. 그러나 급변하는 사회환경에서 기술의 미래 이익에 대한 정보비대칭은 정책의 방향과 효과에 대한 대중의 분석 능력의 차이를 야기할 수 있으며, 이로 인해 정책의 실질적 효과에 대한 불확실성이 발생하게 된다. 한편, 언론은 정부 정책을 대중에 전파하는 전달자 역할을 통해 담론 형성을 주도하며, 보도를 통해 특정 이슈에 대한 제반 지식을 대중에게 제공하는 역할을 한다. 즉, 특정 정책에 대한 언론의 보도량이 증가할수록 이슈 집중도는 높아지며, 이를 통해 대중의 의사결정에도 영향을 미치게 된다. 따라서 본 연구의 목적은 한국 정부의 디지털 뉴딜 정책에 대한 언론 보도량과 주식 시장의 동태적 관계를 그랜저 인과관계(Granger causality), 충격반응함수, 분산분해분석을 이용하여 검증하는 것이다. 이를 위해 디지털 뉴딜 정책에 대한 언론 보도량, 키워드 검색량과 KOSDAQ 상장 기업 중 디지털 뉴딜 정책과 관련이 있는 디지털 기술 기반 기업들의 일일주식회전율, 일일주가수익률, EWMA 변동성을 변수로 설정하였으며, 정책발표 시점 전후 60 거래일, 총 120 거래일 간의 데이터를 이용했다. 분석 결과, 언론 보도량은 키워드 검색량, 일일주식회전율, EWMA 변동성과 양방향 그랜저 인과관계가 존재하였으며, 언론 보도량의 증가는 디지털 뉴딜 정책에 대한 키워드 검색량에 높은 영향을 미치는 것으로 나타났다. 또한 언론 보도량에 대한 충격반응분석 결과 EWMA 변동성을 큰 폭으로 하락시키는 양상을 보였으며, 시간이 지날수록 영향력이 점차 증가하며 주식 시장의 변동성을 완화시키는 역할을 하는 것으로 나타났다. 본 연구의 분석 결과를 토대로 디지털 뉴딜에 대한 언론 보도량은 주식 시장과 유의한 동태적 관계가 있음을 확인할 수 있었다.

일본 '고증파(考證派)' 의학에 관한 연구 (A Study on The 'Kao Zheng Pai'(考證派) of The Traditional Medicine of Japan)

  • 박현국;김기욱
    • 대한한의학원전학회지
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    • 제20권4호
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    • pp.211-250
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    • 2007
  • 1. The 'Kao Zheng Pai(考證派) comes from the 'Zhe Zhong Pai' and is a school that is influenced by the confucianism of the Qing dynasty. In Japan Inoue Kinga(井上金娥), Yoshida Koton(吉田篁墩) became central members, and the rise of the methodology of historical research(考證學) influenced the members of the 'Zhe Zhong Pai', and the trend of historical research changed from confucianism to medicine, making a school of medicine based on the study of texts and proving that the classics were right. 2. Based on the function of 'Nei Qu Li '(內驅力) the 'Kao Zheng Pai', in the spirit of 'use confucianism as the base', researched letters, meanings and historical origins. Because they were influenced by the methodology of historical research(考證學) of the Qing era, they valued the evidential research of classic texts, and there was even one branch that did only historical research, the 'Rue Xue Kao Zheng Pai'(儒學考證派). Also, the 'Yi Xue Kao Zheng Pai'(醫學考證派) appeared by the influence of Yoshida Kouton and Kariya Ekisai(狩谷掖齋). 3. In the 'Kao Zheng Pai(考證派)'s theories and views the 'Yi Xue Kao Zheng Pai' did not look at medical scriptures like the "Huang Di Nei Jing"("黃帝內經") and did not do research on 'medical' related areas like acupuncture, the meridian and medicinal herbs. Since they were doctors that used medicine, they naturally were based on 'formulas'(方劑) and since their thoughts were based on the historical ideologies, they valued the "Shang Han Ja Bing Lun" which was revered as the 'ancestor of all formulas'(衆方之祖). 4. The lives of the important doctors of the 'Kao Zheng Pai' Meguro Dotaku(目黑道琢) Yamada Seichin(山田正珍), Yamada Kyoko(山田業廣), Mori Ritsi(森立之) Kitamura Naohara(喜多村直寬) are as follows. 1) Meguro Dotaku(目黑道琢 1739${\sim}$1798) was born of lowly descent but, using his intelligence and knowledge, became a professor as a Shi Jing Yi(市井醫) and as a professor for 34 years at Ji Shou Guan mastered the "Huang Di Nei Jing" after giving over 300 lectures. Since his pupil, Isawara Ken taught the Lan Men Wu Zhe(蘭門五哲) and Shibue Chusai, Mori Ritsi(森立之), Okanishi Gentei(岡西玄亭), Kiyokawa Gendoh(淸川玄道) and Yamada Kyoko(山田業廣), Meguro Dotaku is considered the founder of the 'Yi Xue Kao Zheng Pai'. 2) The family of Yamada Seichin(山田正珍 1749${\sim}$1787) had been medical officials in the Makufu(幕府) and the many books that his ancestors had left were the base of his art. Seichin learned from Shan Ben Bei Shan(山本北山), a 'Zhe Zhong Pai' scholar, and put his efforts into learning, teaching and researching the "Shang Han Lun"("傷寒論"). Living in a time between 'Gu Fang Pai'(古方派) member Nakanishi Goretada(中西惟忠) and 'Kao Zheng Pai' member Taki Motohiro(多紀元簡), he wrote 11 books, 2 of which express his thoughts and research clearly, the "Shang Han Lun Ji Cheng"("傷寒論集成") and "Shang Han Kao"("傷寒考"). His comparison of the 'six meridians'(3 yin, 3 yang) between the "Shang Han Lun" and the "Su Wen Re Lun"("素問 熱論) and his acknowledgement of the need and rationality of the concept of Yin-Yang and Deficient-Replete distinguishes him from the other 'Gu Fang Pai'. Also, his dissertation of the need for the concept doesn't use the theories of latter schools but uses the theory of the "Shang Han Lun" itself. He even researched the historical parts, such as terms like 'Shen Nong Chang Bai Cao'(神農嘗百草) and 'Cheng Qi Tang'(承氣湯) 3) The ancestor of Yamada Kyoko(山田業廣) was a court physician, and learned confucianism from Kao Zheng Pai 's Ashikawa Genan(朝川善庵) and medicine from Isawa Ranken and Taki Motokata(多紀元堅), and the secret to smallpox from Ikeda Keisui(池田京水). He later became a lecturer at the Edo Yi Xue Guan(醫學館) and was invited as the director to the Ji Zhong(濟衆) hospital. He also became the first owner of the Wen Zhi She(溫知社), whose main purpose was the revival of kampo, and launched the monthly magazine Wen Zi Yi Tan(溫知醫談). He also diagnosed and prescribed for the prince Ming Gong(明宮). His works include the "Jing Fang Bian"("經方辨"), "Shang Han Lun Si Ci"("傷寒論釋司"), "Huang Zhao Zhu Jia Zhi Yan Ji Yao"("皇朝諸家治驗集要") and "Shang Han Ja Bing Lun Lei Juan"("傷寒雜病論類纂"). of these, the "Jing Fang Bian"("經方辨") states that the Shi Gao(石膏) used in the "Shang Han Lun" had three meanings-Fa Biao(發表), Qing Re(淸熱), Zi Yin(滋陰)-which were from 'symptoms', and first deducted the effects and then told of the reason. Another book, the "Jiu Zhe Tang Du Shu Ji"("九折堂讀書記") researched and translated the difficult parts of the "Shang Han Lun", "Jin Qui Yao Lue", "Qian Jin Fang"("千金方"), and "Wai Tai Mi Yao"("外臺秘要"). He usually analyzed the 'symptoms' of diseases but the composition, measurement, processing and application of medicine were all in the spectrum of 'analystic research' and 'researching analysis'. 4) The ancestors of Mori Rits(森立之 1807${\sim}$ 1885) were warriors but he became a doctor by the will of his mother, and he learned from Shibue Chosai(澁江抽齋) and Isawaran Ken and later became a pupil of Shou Gu Yi Zhai, a historical research scholar. He then became a lecturer of medical herbs at the Yi Xue Guan, and later participated in the proofreading of "Yi Xin Fang"("醫心方") and with Chosai compiled the "Jing Ji Fang Gu Zhi"("神農本草經"). He visited the Chinese scholar Yang Shou Jing(楊守敬) in 1881 and exchanged books and ideas. Of his works, there are the collections(輯複本) of "Shen Nong Ben Cao Jing"(神農本草經) and "You Xiang Yi Hwa"("遊相醫話") and the records, notes, poems, and diaries such as "Zhi Yuan Man Lu"("枳園漫錄") and "Zhi Yuan Sui Bi"("枳園隨筆") that were not published. His thoughts were that in restoring the "Shen Nong Ben Cao Jing", "the herb to the doctor is like the "Shuo Wen Jie Zi"("說文解字") to the scholar", and he tried to restore the ancient herbal text using knowledge of medicine and investigation(考據). Also with Chosai he compiled the "Jing Ji Fang Gu Zhi"("經籍訪古志") using knowledge of ancient text. Ritzi left works on pure investigation, paid much attention to social problems, and through 12 years of poverty treated all people and animals in all branches of medicine, so he is called a 'half confucianist half doctor'(半儒半醫). 5) Kitamurana Ohira(喜多村直寬 1804${\sim}$1876) learned scriptures and ancient texts from confucian scholar Asaka Gonsai, and learned medicine from his father Huai Yaun(槐園). He became a teacher in the Yi Xue Guan in his middle ages, and to repay his country, he printed 266 volumes of "Yi Fang Lei Ju("醫方類聚") and 1000 volumes of "Tai Ping Yu Lan"("太平禦覽") and devoted it to his country to be spread. His works are about 40 volumes including "Jin Qui Yao Lue Shu Yi" and "Lao Yi Zhi Yan" but most of them are researches on the "Shang Han Za Bing Lun". In his "Shang Han Lun Shu Yi"("傷寒論疏義") he shows the concept of the six meridians through the Yin-Yang, Superficial or internal, cold or hot, deficient or replete state of diseases, but did not match the names with the six meridians of the meridian theory, and this has something in common with the research based on the confucianism of Song(宋儒). In clinical treatment he was positive toward old and new methods and also the experience of civilians, but was negative toward western medicine. 6) The ancestor of the Taki family Tanbano Yasuyori(丹波康賴 912-955) became a Yi Bo Shi(醫博士) by his medical skills and compiled the "Yi Xin Fang"("醫心方"). His first son Tanbano Shigeaki(丹波重明) inherited the Shi Yao Yuan(施藥院) and the third son Tanbano Masatada(丹波雅忠) inherited the Dian You Tou(典藥頭). Masatada's descendents succeeded him for 25 generations until the family name was changed to Jin Bao(金保) and five generations later it was changed again to Duo Ji(多紀). The research scholar Taki Motohiro was in the third generation after the last name was changed to Taki, and his family kept an important part in the line of medical officers in Japan. Taki Motohiro(多紀元簡 1755-1810) was a teacher in the Yi Xue Guan where his father was residing, and became the physician for the general Jia Qi(家齊). He had a short temper and was not good at getting on in the world, and went against the will of the king and was banished from Ao Yi Shi(奧醫師). His most famous works, the "Shang Han Lun Ji Yi" and "Jin Qui Yao Lue Ji Yi" are the work of 20 years of collecting the theories of many schools and discussing, and is one of the most famous books on the "Shang Han Lun" in Japan. "Yi Sheng" is a collection of essays on research. Also there are the "Su Wen Shi"("素問識"), "Ling Shu Shi"("靈樞識"), and the "Guan lu Fang Yao Bu"("觀聚方要補"). Taki Motohiro(多紀元簡)'s position was succeeded by his third son Yuan Yin(元胤 1789-1827), and his works include works of research such as "Nan Jing Shu Jeng"("難經疏證"), "Ti Ya"("體雅"), "Yao Ya"("藥雅"), "Ji Ya"("疾雅"), "Ming Yi Gong An"("名醫公案"), and "Yi Ji Kao"("醫籍考"). The "Yi Ji Kao" is 80 volumes in length and lists about 3000 books on medicine in China before the Qing Dao Guang(道光), and under each title are the origin, number of volumes, state of existence, and, if possible, the preface, Ba Yu(跋語) and biography of the author. The younger sibling of Yuan Yin(元胤 1789-1827), Yuan Jian(元堅 1795-1857) expounded ancient writings at the Yi Xue Guan only after he reached middle age, was chosen for the Ao Yi Shi(奧醫師) and later became a Fa Yan(法眼), Fa Yin(法印) and Yu Chi(樂匙). He left about 15 texts, including "Su Wen Shao Shi"("素間紹識"), "Yi Xin Fang"("醫心方"), published in school, "Za Bing Guang Yao"("雜病廣要"), "Shang Han Guang Yao"(傷寒廣要), and "Zhen Fu Yao Jue"("該腹要訣"). On the Taki family's founding and working of the Yi Xue Guan Yasuka Doumei(失數道明) said they were "the people who took the initiative in Edo era kampo medicine" and evaluated their deeds in the fields of 'research of ancient text', 'the founding of Ji Shou Guan and medical education', 'publication business', 'writing of medical text'. 5. The doctors of the 'Kao Zheng Pai ' based their operations on the Edo Yi Xue Guan, and made groups with people with similar ideas to them, making a relationship 'net'. For example the three families of Duo Ji(多紀), Tang Chuan(湯川) and Xi Duo Cun(喜多村) married and adopted with and from each other and made prefaces and epitaphs for each other. Thus, the Taki family, the state science of the Makufu, the tendency of thinking, one's own interests and glory, one's own knowledge, the need of the society all played a role in the development of kampo medicine in the 18th and 19th century.

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일본 '고증파(考證派)' 의학에 관한 연구 (A Study on The 'Kao Zheng Pai'(考證派) of The Traditional Medicine of Japan)

  • 박현국;김기욱
    • 동국한의학연구소논문집
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    • 제10권
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    • pp.1-40
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    • 2008
  • 1.The 'Kao Zheng Pai'(考證派) comes from the 'Zhe Zhong Pai(折衷派)' and is a school that is influenced by the confucianism of the Qing dynasty. In Japan Inoue Kinga(井上金峨), Yoshida Koton(古田篁墩 $1745{\sim}1798$) became central members, and the rise of the methodology of historical research(考證學) influenced the members of the 'Zhe Zhong Pai', and the trend of historical research changed from confucianism to medicine, making a school of medicine based on the study of texts and proving that the classics were right. 2. Based on the function of 'Nei Qu Li'(內驅力) the 'Kao Zheng Pai', in the spirit of 'use confucianism as the base', researched letters, meanings and historical origins. Because they were influenced by the methodology of historical research(考證學) of the Qing era, they valued the evidential research of classic texts, and there was even one branch that did only historical research, the 'Rue Xue Kao Zheng Pai'(儒學考證派). Also, the 'Yi Xue Kao Zheng Pai'(醫學考證派) appeared by the influence of Yoshida Kouton and Kariya Ekisai(狩谷掖齋). 3. In the 'Kao Zheng Pai(考證派)'s theories and views the 'Yi Xue Kao Zheng Pai' did not look at medical scriptures like the "Huang Di Nei Jing"("黃帝內經") and did not do research on 'medical' related areas like acupuncture, the meridian and medicinal herbs. Since they were doctors that used medicine, they naturally were based on 'formulas'(方劑) and since their thoughts were based on the historical ideologies, they valued the "Shang Han Ja Bing Lun" which was revered as the 'ancestor of all formulas'(衆方之祖). 4. The lives of the important doctors of the 'Kao Zheng Pai' Meguro Dotaku(目黑道琢) Yamada Seichin(山田正珍), Yamada Kyoko(山田業廣), Mori Ritsi(森立之) Kitamura Naohara(喜多村直寬) are as follows. 1) Meguro Dotaku(目黑道琢 $1739{\sim}1798$) was born of lowly descent but, using his intelligence and knowledge, became a professor as a Shi Jing Yi(市井醫) and as a professor for 34 years at Ji Shou Guan(躋壽館) mastered the "Huang Di Nei Jing" after giving over 300 lectures. Since his pupil, Isawara Ken(伊澤蘭軒) taught the Lan Men Wu Zhe(蘭門五哲) and Shibue Chusai(澀江抽齋), Mori Ritsi(森立之), Okanishi Gentei(岡西玄亭), Kiyokawa Gendoh(淸川玄道) and Yamada Kyoko(山田業廣), Meguro Dotaku is considered the founder of the 'Yi Xue Kao Zheng Pai'. 2) The family of Yamada Seichin(山田正珍 $1749{\sim}1787$) had been medical officials in the Makufu(幕府) and the many books that his ancestors had left were the base of his art. Seichin learned from Shan Ben Bei Shan(山本北山), a 'Zhe Zhong Pai' scholar, and put his efforts into learning, teaching and researching the "Shang Han Lun"("傷寒論"). Living in a time between 'Gu Fang Pai'(古方派) member Nakanishi Goretada(中西惟忠) and 'Kao Zheng Pai' member Taki Motohiro(多紀元簡), he wrote 11 books, 2 of which express his thoughts and research clearly, the "Shang Han Lun Ji Cheng"("傷寒論集成") and "Shang Han Kao"("傷寒考"). His comparison of the 'six meridians'(3 yin, 3 yang) between the "Shang Han Lun" and the "Su Wen Re Lun"("素問 熱論") and his acknowledgement of the need and rationality of the concept of Yin-Yang and Deficient-Replete distinguishes him from the other 'Gu Fang Pai'. Also, his dissertation of the need for the concept doesn't use the theories of latter schools but uses the theory of the "Shang Han Lun" itself. He even researched the historical parts, such as terms like 'Shen Nong Chang Bai Cao'(神農嘗百草) and 'Cheng Qi Tang'(承氣湯). 3) The ancestor of Yamada Kyoko(山田業廣) was a court physician, and learned confucianism from Kao Zheng Pai's Ashikawa Genan(朝川善庵) and medicine from Isawa Ranken(伊澤蘭軒) and Taki Motokata(多紀元堅), and the secret to smallpox from Ikeda Keisui(池田京水). He later became a lecturer at the Edo Yi Xue Guan(醫學館) and was invited as the director to the Ji Zhong(濟衆) hospital. He also became the first owner of the Wen Zhi She(溫知社), whose main purpose was the revival of kampo, and launched the monthly magazine Wen Zi Yi Tan(溫知醫談). He also diagnosed and prescribed for the prince Ming Gong(明宮). His works include the "Jing Fang Bian"("經方辨"), "Shang Han Lun Si Ci"("傷寒論釋詞"), "Huang Zhao Zhu Jia Zhi Yan Ji Yao"("皇朝諸家治驗集要") and "Shang Han Ja Bing Lun Lei Juan"("傷寒雜病論類纂"). of these, the "Jing Fang Bian"("經方辨") states that the Shi Gao(石膏) used in the "Shang Han Lun" had three meanings-Fa Biao(發表), Qing Re(淸熱), Zi Yin(滋陰)-which were from 'symptoms', and first deducted the effects and then told of the reason. Another book, the "Jiu Zhe Tang Du Shu Ji"("九折堂讀書記") researched and translated the difficult parts of the "Shang Han Lun", "Jin Qui Yao Lue"("金匱要略"), "Qian Jin Fang"("千金方"), and "Wai Tai Mi Yao"("外臺秘要"). He usually analyzed the 'symptoms' of diseases but the composition, measurement, processing and application of medicine were all in the spectrum of 'analystic research' and 'researching analysis'. 4) The ancestors of Mori Ritsi(森立之 $1807{\sim}1885$) were warriors but he became a doctor by the will of his mother, and he learned from Shibue Chosai(澁江抽齋) and Isawaran Ken(伊澤蘭軒) and later became a pupil of Shou Gu Yi Zhai(狩谷掖齋), a historical research scholar. He then became a lecturer of medical herbs at the Yi Xue Guan, and later participated in the proofreading of "Yi Xin Fang"("醫心方") and with Chosai compiled the "Jing Ji Fang Gu Zhi"("經籍訪古志"). He visited the Chinese scholar Yang Shou Jing(楊守敬) in 1881 and exchanged books and ideas. Of his works, there are the collections(輯複本) of "Shen Nong Ben Cao Jing"("神農本草經") and "You Xiang Yi Hwa"("遊相醫話") and the records, notes, poems, and diaries such as "Zhi Yuan Man Lu"("枳園漫錄") and "Zhi Yuan Sui Bi"(枳園隨筆) that were not published. His thoughts were that in restoring the "Shen Nong Ben Cao Jing", "the herb to the doctor is like the "Shuo Wen Jie Zi"(說文解字) to the scholar", and he tried to restore the ancient herbal text using knowledge of medicine and investigation(考據), Also with Chosai he compiled the "Jing Ji Fang Gu Zhi"("經籍訪古志") using knowledge of ancient text. Ritzi left works on pure investigation, paid much attention to social problems, and through 12 years of poverty treated all people and animals in all branches of medicine, so he is called a 'half confucianist half doctor'(半儒半醫). 5) Kitamurana Ohira(喜多村直寬, $1804{\sim}1876$) learned scriptures and ancient texts from confucian scholar Asaka Gonsai(安積艮齋), and learned medicine from his father Huai Yaun(槐園), He became a teacher in the Yi Xue Guan in his middle ages, and to repay his country, he printed 266 volumes of "Yi Fang Lei Ju"("醫方類聚") and 1000 volumes of "Tai Ping Yu Lan"("太平禦覽") and devoted it to his country to be spread. His works are about 40 volumes including "Jin Qui Yao Lue Shu Yi"("金匱要略疏義") and "Lao Yi Zhi Yan"(老醫巵言) but most of them are researches on the "Shang Han Za Bing Lun". In his "Shang Han Lun Shu Yi"("傷寒論疏義") he shows the concept of the six meridians through the Yin-Yang, Superficial or internal, cold or hot, deficient or replete state of diseases, but did not match the names with the six meridians of the meridian theory, and this has something in common with the research based on the confucianism of Song(宋儒). In clinical treatment he was positive toward old and new methods and also the experience of civilians, but was negative toward western medicine. 6) The ancestor of the Taki family Tanbano Yasuyori(丹波康賴 $912{\sim}955$) became a Yi Bo Shi(醫博士) by his medical skills and compiled the "Yi Xin Fang"("醫心方"). His first son Tanbano Shigeaki(丹波重明) inherited the Shi Yao Yuan(施藥院) and the third son Tanbano Masatada(丹波雅忠) inherited the Dian You Tou(典藥頭). Masatada's descendents succeeded him for 25 generations until the family name was changed to Jin Bao(金保) and five generations later it was changed again to Duo Ji(多紀). The research scholar Taki Motohiro was in the third generation after the last name was changed to Taki, and his family kept an important part in the line of medical officers in Japan. Taki Motohiro(多紀元簡 $1755{\sim}1810$) was a teacher in the Yi Xue Guan where his father was residing, and became the physician for the general Jia Qi(家齊). He had a short temper and was not good at getting on in the world, and went against the will of the king and was banished from Ao Yi Shi(奧醫師). His most famous works, the "Shang Han Lun Ji Yi"("傷寒論輯義") and "Jin Qui Yao Lue Ji Yi"("金匱要略輯義") are the work of 20 years of collecting the theories of many schools and discussing, and is one of the most famous books on the "Shang Han Lun" in Japan. "Yi Sheng"("醫勝") is a collection of essays on research. Also there are the "Su Wen Shi"(素問識), "Ling Shu Shi"("靈樞識"), and the "Guan Ju Fang Yao Bu"("觀聚方要補"). Taki Motohiro(多紀元簡)'s position was succeeded by his third son Yuan Yin(元胤 $1789{\sim}1827$), and his works include works of research such as "Nan Jing Shu Jeng"(難經疏證), "Ti Ya"("體雅"), "Yao Ya"("藥雅"), "Ji Ya"(疾雅), "Ming Yi Gong An"(名醫公案), and "Yi Ji Kao"(醫籍考). The "Yi Ji Kao" is 80 volumes in length and lists about 3000 books on medicine in China before the Qing Dao Guang(道光), and under each title are the origin, number of volumes, state of existence, and, if possible, the preface, Ba Yu(跋語) and biography of the author. The younger sibling of Yuan Yin(元胤 $1789{\sim}1827$), Yuan Jian(元堅 $1795{\sim}1857$) expounded ancient writings at the Yi Xue Guan only after he reached middle age, was chosen for the Ao Yi Shi(奧醫師) and later became a Fa Yan(法眼), Fa Yin(法印) and Yu Chi(禦匙). He left about 15 texts, including "Su Wen Shao Shi"("素問紹識"), "Yi Xin Fang"("醫心方"), published in school, "Za Bing Guang Yao"("雜病廣要"), "Shang Han Guang Yao"("傷寒廣要"), and "Zhen Fu Yao Jue"("診腹要訣"). On the Taki family's founding and working of the Yi Xue Guan Yasuka Doumei(矢數道明) said they were "the people who took the initiative in Edo era kampo medicine" and evaluated their deeds in the fields of 'research of ancient text', the founding of Ji Shou Guan(躋壽館) and medical education', 'publication business', 'writing of medical text'. 5. The doctors of the 'Kao Zheng Pai' based their operations on the Edo Yi Xue Guan, and made groups with people with similar ideas to them, making a relationship 'net'. For example the three families of Duo Ji(多紀), Tang Chuan(湯川) and Xi Duo Cun(喜多村) married and adopted with and from each other and made prefaces and epitaphs for each other. Thus, the Taki family, the state science of the Makufu, the tendency of thinking, one's own interests and glory, one's own knowledge, the need of the society all played a role in the development of kampo medicine in the 18th and 19th century.

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