{"text_format":"3","workbook":"xlsx","n_sheets":2,"sheets":["전향추론 ES","후향추론 ES"],"not_rendered":{"macros":1,"comments":2},"read":"whole","date_system":"1900"}

{"sheet":"전향추론 ES","index":0,"n_rows":61,"n_cols":41,"rows_kept":61,"merged":[[4,35,4,36],[7,33,7,38],[7,39,7,40],[8,33,8,38],[8,39,8,40],[9,33,9,38],[9,39,9,40],[10,33,10,38],[10,39,10,40],[11,33,11,38],[11,39,11,40],[12,33,12,38],[12,39,12,40],[13,33,13,38],[13,39,13,40],[14,33,14,38],[14,39,14,40],[15,33,15,38],[15,39,15,40],[16,33,16,38],[16,39,16,40],[17,33,17,38],[17,39,17,40],[18,33,18,38],[18,39,18,40],[19,33,19,38],[19,39,19,40],[20,33,20,38],[20,39,20,40],[21,33,21,38],[21,39,21,40],[22,33,22,38],[22,39,22,40],[23,33,23,38],[23,39,23,40],[24,33,24,38],[24,39,24,40],[25,33,25,38],[25,39,25,40],[26,33,26,38],[26,39,26,40],[27,33,27,38],[27,39,27,40],[28,33,28,38],[28,39,28,40],[29,33,29,38],[29,39,29,40],[30,33,30,38],[30,39,30,40],[31,33,31,38],[31,39,31,40],[32,33,32,38],[32,39,32,40],[33,33,33,38],[33,39,33,40],[34,33,34,38],[34,39,34,40],[35,33,35,38],[35,39,35,40],[36,33,36,38],[36,39,36,40]]}
["Ex.10 질병 진단 전문가 시스템(전향 추론)",{"$nulls":21},"Copyright© 2015　ASAI Noboru\n"]
[]
["목표 : 규칙과 문진표를 1줄 단위로 독립되게 바꿔 넣으면 또 다른 시스템이 되는 것을 실감할 수 있음."]
["사용 방법 : ①초기화 버튼을 누름 ②문진표에 대답(임의의 문자)을 하고 ③진단 버튼을 누름 ④병명 리스트에 결과 표시"]
["주의 : 문진표의 1열에 있는 번호와 생성 규칙의 행 번호는 대응 관계다. 변경할 때에는 이 대응 관계를 유지해야 한다.",{"$nulls":32},"Step",null,0]
[]
["문진표",{"$nulls":31},"병명 리스트"]
[1,"열이 있습니까?",{"$nulls":10},1,"예",{"$nulls":5},"아니오",{"$nulls":5},"모름",{"$nulls":6},1,"감기",{"$nulls":5},6]
[2,"38°이상의 고열입니까?",{"$nulls":11},"예",{"$nulls":4},1,"아니오",{"$nulls":5},"모름",{"$nulls":6},2,"인플루엔자",{"$nulls":5},3]
[3,"38°미만의 저열입니까?",{"$nulls":10},1,"예",{"$nulls":5},"아니오",{"$nulls":5},"모름",{"$nulls":6},3,"중이염",{"$nulls":5},0]
[4,"두통이 있습니까?",{"$nulls":10},1,"예",{"$nulls":5},"아니오",{"$nulls":5},"모름",{"$nulls":6},4,"인후염증",{"$nulls":5},2]
[5,"머리가 욱신욱신 아픕니까?",{"$nulls":10},1,"예",{"$nulls":5},"아니오",{"$nulls":5},"모름",{"$nulls":6},5,"뇌장애",{"$nulls":5},-3]
[6,"머리가 갑자기 심하게 아팠습니까?",{"$nulls":11},"예",{"$nulls":4},1,"아니오",{"$nulls":5},"모름",{"$nulls":6},6,"편두통",{"$nulls":5},-1]
[7,"오한이 납니까?",{"$nulls":10},1,"예",{"$nulls":5},"아니오",{"$nulls":5},"모름",{"$nulls":6},7,"폐렴",{"$nulls":5},1]
[8,"권태감(나른함)이 있습니까?",{"$nulls":10},1,"예",{"$nulls":5},"아니오",{"$nulls":5},"모름",{"$nulls":6},8,"기관지염",{"$nulls":5},-1]
[9,"기침을 합니까?",{"$nulls":10},1,"예",{"$nulls":5},"아니오",{"$nulls":5},"모름",{"$nulls":6},9,"간염",{"$nulls":5},0]
[10,"가래가 나옵니까?",{"$nulls":11},"예",{"$nulls":4},1,"아니오",{"$nulls":5},"모름",{"$nulls":6},10,"콩팥질환",{"$nulls":5},-1]
[11,"몸의 여기저기가 아픕니까?",{"$nulls":10},1,"예",{"$nulls":5},"아니오",{"$nulls":5},"모름"]
[12,"몸에 부종이 있습니까?",{"$nulls":11},"예",{"$nulls":4},1,"아니오",{"$nulls":5},"모름"]
[13,"가슴에 통증이 있습니까?",{"$nulls":11},"예",{"$nulls":4},1,"아니오",{"$nulls":5},"모름"]
[14,"목이 아픕니까?",{"$nulls":10},1,"예",{"$nulls":5},"아니오",{"$nulls":5},"모름"]
[15,"구토를 합니까?",{"$nulls":11},"예",{"$nulls":4},1,"아니오",{"$nulls":5},"모름"]
[16,"배가 아픕니까?",{"$nulls":11},"예",{"$nulls":4},1,"아니오",{"$nulls":5},"모름"]
[17,"의식이 몽롱합니까?",{"$nulls":11},"예",{"$nulls":4},1,"아니오",{"$nulls":5},"모름"]
[18,"현기증이 납니까?",{"$nulls":11},"예",{"$nulls":4},1,"아니오",{"$nulls":5},"모름"]
[19,"좌우 어느 한쪽 손발이 마비되었습니까?",{"$nulls":11},"예",{"$nulls":4},1,"아니오",{"$nulls":5},"모름"]
[20,"눈이 따끔따금합니까?",{"$nulls":11},"예",{"$nulls":4},1,"아니오",{"$nulls":5},"모름"]
[21,"귀가 아픕니까?",{"$nulls":11},"예",{"$nulls":4},1,"아니오",{"$nulls":5},"모름"]
[{"$nulls":13},"예",{"$nulls":5},"아니오",{"$nulls":5},"모름"]
[{"$nulls":13},"예",{"$nulls":5},"아니오",{"$nulls":5},"모름"]
[{"$nulls":13},"예",{"$nulls":5},"아니오",{"$nulls":5},"모름"]
[{"$nulls":13},"예",{"$nulls":5},"아니오",{"$nulls":5},"모름"]
[{"$nulls":13},"예",{"$nulls":5},"아니오",{"$nulls":5},"모름"]
[{"$nulls":13},"예",{"$nulls":5},"아니오",{"$nulls":5},"모름"]
[{"$nulls":13},"예",{"$nulls":5},"아니오",{"$nulls":5},"모름"]
[{"$nulls":13},"예",{"$nulls":5},"아니오",{"$nulls":5},"모름"]
[{"$nulls":13},"예",{"$nulls":5},"아니오",{"$nulls":5},"모름"]
[]
["생성 규칙",{"$nulls":10},"병명"]
["No.","증상",{"$nulls":9},1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30]
[1,"열이 있다",{"$nulls":9},1,1,1,1,1,null,1,1,1]
[2,"고열이 있다(38° 이상)",{"$nulls":9},1,1,1,1,1,null,1,1,1]
[3,"저열이 있다(38° 미만)",{"$nulls":9},1,null,1,1,1,null,1,null,1]
[4,"두통이 있다",{"$nulls":9},1,1,null,null,1]
[5,"머리가 욱신욱신 아프다",{"$nulls":14},1]
[6,"머리가 갑자기 심하게 아팠다",{"$nulls":13},1]
[7,"오한이 난다",{"$nulls":9},1,1,{"$nulls":4},1]
[8,"권태감(나른함)이 있다",{"$nulls":9},1,1,{"$nulls":6},1,1]
[9,"기침을 한다",{"$nulls":9},1,{"$nulls":5},1,1]
[10,"가래다 나온다",{"$nulls":15},1,1]
[11,"몸의 여기저기가 아프다",{"$nulls":10},1]
[12,"몸에 부종이 있다",{"$nulls":10},1,{"$nulls":7},1]
[13,"가슴이 아프다",{"$nulls":15},1,1]
[14,"목이 아프다",{"$nulls":9},1,null,null,1]
[15,"구토를 하다",{"$nulls":13},1,1,null,null,1,1]
[16,"배가 아프다",{"$nulls":17},1]
[17,"의식이 몽롱하다",{"$nulls":13},1]
[18,"현기증이 나다",{"$nulls":13},1]
[19,"좌우 어느 한쪽 손발이 마비되다",{"$nulls":13},1]
[20,"눈이 따끔따끔하다",{"$nulls":14},1]
[21,"귀가 아프다",{"$nulls":11},1]

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["Ex.10 질병 진단 전문가 시스템(후향 추론)",{"$nulls":21},"Copyright© 2015　ASAI Noboru\n"]
[]
["목표 : 전향 추론과 같으나 규칙의 조건과 결론이 반대로 되어 있는 생성 규칙으로 후향 추론을 실감"]
["사용 방법 : ①초기화 버튼을 누름 ②문진표에 대답(임의의 문자)하고 ③진단 버튼을 누름 ④병명 리스트에 결과 표시"]
["주의 : 문진표의 1열에 있는 숫자와 생성 규칙의 열은 대응 관계다. 변경할 때에는 이 대응 관계를 유지해야 한다.",{"$nulls":32},"Step",null,0]
["　　　　(전향과 후향에서는 단순히 생성 규칙의 가로, 세로가 바뀐 것만은 아니다.)"]
["문진표",{"$nulls":31},"병명 리스트",{"$nulls":6},"평가값"]
[1,"열이 있습니까?",{"$nulls":11},"예",{"$nulls":5},"아니오",{"$nulls":5},"모름",{"$nulls":6},1,"감기"]
[2,"38°이상의 고열입니까?",{"$nulls":11},"예",{"$nulls":5},"아니오",{"$nulls":5},"모름",{"$nulls":6},2,"인플루엔자"]
[3,"38°미만의 저열입니까?",{"$nulls":11},"예",{"$nulls":5},"아니오",{"$nulls":5},"모름",{"$nulls":6},3,"중이염"]
[4,"두통이 있습니까?",{"$nulls":11},"예",{"$nulls":5},"아니오",{"$nulls":5},"모름",{"$nulls":6},4,"인후염증"]
[5,"머리가 욱신욱신 아픕니까?",{"$nulls":11},"예",{"$nulls":5},"아니오",{"$nulls":5},"모름",{"$nulls":6},5,"뇌장애"]
[6,"머리가 갑자기 심하게 아팠습니까?",{"$nulls":11},"예",{"$nulls":5},"아니오",{"$nulls":5},"모름",{"$nulls":6},6,"편두통"]
[7,"오한이 납니까?",{"$nulls":11},"예",{"$nulls":5},"아니오",{"$nulls":5},"모름",{"$nulls":6},7,"폐렴"]
[8,"권태감(나른함)이 있습니까?",{"$nulls":11},"예",{"$nulls":5},"아니오",{"$nulls":5},"모름",{"$nulls":6},8,"기관지염"]
[9,"기침을 합니까?",{"$nulls":11},"예",{"$nulls":5},"아니오",{"$nulls":5},"모름",{"$nulls":6},9,"간염"]
[10,"가래가 나옵니까?",{"$nulls":11},"예",{"$nulls":5},"아니오",{"$nulls":5},"모름",{"$nulls":6},10,"콩팥질환"]
[11,"몸의 여기저기가 아픕니까?",{"$nulls":11},"예",{"$nulls":5},"아니오",{"$nulls":5},"모름"]
[12,"몸에 부종이 있습니까?",{"$nulls":11},"예",{"$nulls":5},"아니오",{"$nulls":5},"모름"]
[13,"가슴에 통증이 있습니까?",{"$nulls":11},"예",{"$nulls":5},"아니오",{"$nulls":5},"모름"]
[14,"목이 아픕니까?",{"$nulls":11},"예",{"$nulls":5},"아니오",{"$nulls":5},"모름"]
[15,"구토를 합니까?",{"$nulls":11},"예",{"$nulls":5},"아니오",{"$nulls":5},"모름"]
[16,"배가 아픕니까?",{"$nulls":11},"예",{"$nulls":5},"아니오",{"$nulls":5},"모름"]
[17,"의식이 몽롱합니까?",{"$nulls":11},"예",{"$nulls":5},"아니오",{"$nulls":5},"모름"]
[18,"현기증이 납니까?",{"$nulls":11},"예",{"$nulls":5},"아니오",{"$nulls":5},"모름"]
[19,"좌우 어느 한쪽 손발이 마비되었습니까?",{"$nulls":11},"예",{"$nulls":5},"아니오",{"$nulls":5},"모름"]
[20,"눈이 따끔따금합니까?",{"$nulls":11},"예",{"$nulls":5},"아니오",{"$nulls":5},"모름"]
[21,"귀가 아픕니까?",{"$nulls":11},"예",{"$nulls":5},"아니오",{"$nulls":5},"모름"]
[{"$nulls":13},"예",{"$nulls":5},"아니오",{"$nulls":5},"모름"]
[{"$nulls":13},"예",{"$nulls":5},"아니오",{"$nulls":5},"모름"]
[{"$nulls":13},"예",{"$nulls":5},"아니오",{"$nulls":5},"모름"]
[{"$nulls":13},"예",{"$nulls":5},"아니오",{"$nulls":5},"모름"]
[{"$nulls":13},"예",{"$nulls":5},"아니오",{"$nulls":5},"모름"]
[{"$nulls":13},"예",{"$nulls":5},"아니오",{"$nulls":5},"모름"]
[{"$nulls":13},"예",{"$nulls":5},"아니오",{"$nulls":5},"모름"]
[{"$nulls":13},"예",{"$nulls":5},"아니오",{"$nulls":5},"모름"]
[{"$nulls":13},"예",{"$nulls":5},"아니오",{"$nulls":5},"모름"]
[]
["생성 규칙",{"$nulls":10},"증상"]
["No.","병명",{"$nulls":9},1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30]
[1,"감기",{"$nulls":9},1,null,null,1,null,null,1,1,1,{"$nulls":4},1]
[2,"인플루엔자",{"$nulls":9},1,1,null,1,null,null,1,1,null,null,1,1]
[3,"중이염",{"$nulls":9},1,{"$nulls":19},1]
[4,"인후염증",{"$nulls":9},1,{"$nulls":12},1]
[5,"뇌장애",{"$nulls":9},1,null,null,1,null,1,{"$nulls":8},1,null,1,1,1]
[6,"편두통",{"$nulls":13},1,{"$nulls":9},1,{"$nulls":4},1]
[7,"폐렴",{"$nulls":9},1,{"$nulls":5},1,null,1,1,null,null,1]
[8,"기관지염",{"$nulls":9},1,1,{"$nulls":6},1,1,null,null,1]
[9,"간염",{"$nulls":9},1,{"$nulls":6},1,{"$nulls":6},1,1]
[10,"콩팥질환",{"$nulls":16},1,{"$nulls":3},1,null,null,1]