Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Sign up for free
Menu
Search
Features
All features
Private URLs
Password Protection
Custom URLS
Scheduled publishing
Remove Branding
Restrict embedding
Deck Collections
Notes
Features
All features
Private URLs
Password Protection
Custom URLS
Scheduled publishing
Remove Branding
Restrict embedding
Deck Collections
Notes
Explore
Featured decks
Featured speakers
Programming
Technology
Storyboards
Explore
Featured decks
Featured speakers
Programming
Technology
Storyboards
Pricing
Search
Sign in
Sign up for free
教育現場における生成AIの活用とこれからの学校
Search
Naoki Kato
PRO
November 11, 2024
Education
210
0
Share
Copy link
Start on current slide
教育現場における生成AIの活用とこれからの学校
小平市教育委員会 令和6年度第3回教務主任会
2024年11月15日
Naoki Kato
PRO
November 11, 2024
More Decks by Naoki Kato
See All by Naoki Kato
使うから学びを深めるへ
naokikato
PRO
0
6
生成AIを活用した授業づくり
naokikato
PRO
0
24
これからの情報活用能力とその育成
naokikato
PRO
0
37
児童の理科的な見方・考え方を育てる指導法の工夫~ICT活用を通して~
naokikato
PRO
0
47
ICTを使った授業アップデートについて(次期学習指導要領への助走)
naokikato
PRO
0
32
E類入門セミナー:情報セキュリティと情報倫理
naokikato
PRO
0
77
学習者用デジタル教科書の活用
naokikato
PRO
0
160
子どもが自立した学習者となるデジタルの活用について
naokikato
PRO
0
260
高校におけるプログラミング教育を考える
naokikato
PRO
0
260
Other Decks in Education
See All in Education
Railsチュートリアル × 反転学習の事例紹介
yasslab
PRO
3
190k
One Year of Learning English with AI @エンジニア英語キャリア Meetup #3
kekekenta
0
320
2026年度秋学期 統計学 第2回 統計資料の収集と読み方 (2026. 10. 6)
akiraasano
PRO
0
280
Introduction to Primary and Secondary Metabolites their Metabolic Pathways
drpoonamkc
0
180
Session 3 - Diplomasi
adeputra13
0
120
Digijulkaisut
matleenalaakso
1
10k
General Introduction, Composition, Chemistry & Chemical Classes, Biosources, Therapeutic uses and Commercial Application of Secondary Metabolites.
drpoonamkc
0
180
[2026後期火5] 論理学(京都大学文学部 後期 第2回)「量化子の導入」
yatabe
0
200
JOINTS
pawan_pharm
0
110
Another One Writes the Code
minecr
0
110
2026年度秋学期 統計学 第4回 データを「分布」で見る (2026. 10. 20)
akiraasano
PRO
0
150
El Clima de España. Tema 2 (PPT)
juanmartin2026
0
19k
Featured
See All Featured
How Software Deployment tools have changed in the past 20 years
geshan
2
35k
Music & Morning Musume
bryan
48
7.4k
Mind Mapping
helmedeiros
1
410
Winning Ecommerce Organic Search in an AI Era - #searchnstuff2025
aleyda
2
2.2k
"I'm Feeling Lucky" - Building Great Search Experiences for Today's Users (#IAC19)
danielanewman
230
23k
Build The Right Thing And Hit Your Dates
maggiecrowley
39
3.5k
The Illustrated Guide to Node.js - THAT Conference 2024
reverentgeek
1
580
Believing is Seeing
oripsolob
1
250
YesSQL, Process and Tooling at Scale
rocio
174
15k
How to make the Groovebox
asonas
2
2.5k
コードの90%をAIが書く世界で何が待っているのか / What awaits us in a world where 90% of the code is written by AI
rkaga
63
47k
Facilitating Awesome Meetings
lara
57
7.2k
Transcript
©2016- Naoki Kato, IML at TGU ౦ژֶܳେֶ *$5ηϯλʔڭҭใԽݚڀνʔϜ Ճ౻थ ڭҭݱʹ͓͚Δੜ"*ͷ׆༻ͱ
͜Ε͔Βͷֶߍ খฏࢢڭҭҕһձྩୈ̏ճڭओձ
©2016- Naoki Kato, IML at TGU ࣗݾհ Ճ౻थ ౦ژֶܳେֶ*$5ηϯλʔڭҭใԽݚڀνʔϜ ઐɿใֶ
)VNBO$PNQVUFS*OUFSBDUJPO ಛʹϖϯೖྗ ϖϯೖྗ*'ͷڭҭͷར༻ จՊলɿGIGAεΫʔϧʹ͓͚Δֶͼͷॆ࣮ࣄۀ ɾֶߍDXઓུΞυόΠβʔ ʢ)ʣ ɿσδλϧڭՊॻɾڭࡐͷ௨৴ڥௐࠪݚڀ ɾࣄۀਪਐҕһձ ࠲ ʢ3ʣ ɿ࣍ੈͷֶߍɾڭҭݱΛݟਾ͑ͨ ઌٕज़ɾڭҭσʔλͷར׆༻ਪਐࣄۀ ɾࣄۀਪਐҕһձ ɾઌٕज़ͷར׆༻ʹؔ͢Δ༗ࣝऀݕ౼ձٞ ҕһ ʢ3ʣ
©2016- Naoki Kato, IML at TGU ͡Ίʹ DIBU(15Λ͡ΊΑ͏ openai.com ʮ͋ͳͨʁʯͱೖΕͯɼԡ͢
©2016- Naoki Kato, IML at TGU ͡Ίʹ DIBU(15Λ͡ΊΑ͏ ᶃԡ͢ ᶄԡ͢
ᶅϓϥΠϕʔτ(PPHMF*% ͔ খฏࢢڭһΞΧϯτ ͰϩάΠϯ
©2016- Naoki Kato, IML at TGU ͜Ε͔Βඞཁͳྗ ڭҭݱʹ͓͚Δੜ"*ͷ׆༻ͱ͜Ε͔Βͷֶߍ
©2016- Naoki Kato, IML at TGU ͜Ε͔Βඞཁͳྗ ͕࣌ͳ͕Εͯ ը૾Ҿ༻ɿ4$'XFCαΠτ IUUQTDGKQKBFTTBZBQIQ
Ճతʹਐల ͠ଓ͚Δࣾձ *OEVTUSZ ʢୈ࢛࣍࢈ۀֵ໋ʣ ڠಇ ཱࣗ 4PDJFUZ ͷͨΊͷࢿ࣭ɾೳྗ
©2016- Naoki Kato, IML at TGU ͜Ε͔Βඞཁͳྗ ͍ۙকདྷͯ͢ͷਓʹٻΊΒΕΔͷ ߴ*5ਓࡐ ϛυϧ*5ਓࡐ
՝ ൃݟ ղܾ ৽ͨͳՁͷ ߴใ௨৴ٕज़ "*ٕज़ ׆༻ ͜͏͍͏͜ͱ ͕Ͱ͖Δ ґཔ
©2016- Naoki Kato, IML at TGU ͜Ε͔Βඞཁͳྗ ମܥతͳใ׆༻ೳྗͷҭ ใ׆༻ೳྗ ݴޠೳྗ
ൃݟɾղܾೳྗ ج൫తͳྗ ਓؒੑ ֶͼʹ ͔͏ྗ ࢥߟྗ அྗ දݱྗ ࣝ ٕೳ ڠಇ ཱࣗ ٕज़ ใʹؔ͢Δٕज़ ϓϩάϥϛϯάڭҭ جຊతͳૢ࡞ ใϞϥϧ ใԽͱࣾձɾ࢈ۀ ใᶗʢඞमʣ ใᶘ "*ɾ%BUB4DJFODFڭҭ
©2016- Naoki Kato, IML at TGU ͜Ε͔Βඞཁͳྗ ͕࣌ͳ͕Εͯ ը૾Ҿ༻ɿ4$'XFCαΠτ IUUQTDGKQKBFTTBZBQIQ
Ճతʹਐల ͠ଓ͚Δࣾձ *OEVTUSZ ʢୈ࢛࣍࢈ۀֵ໋ʣ ڠಇ ཱࣗ 4PDJFUZ ͷͨΊͷࢿ࣭ɾೳྗ ͦΜͳ࣌ʹݱΕͨͷ͕ ੜ"*
©2016- Naoki Kato, IML at TGU ͜Ε͔Βඞཁͳྗ ͕࣌ͳ͕Εͯ
©2016- Naoki Kato, IML at TGU ͜Ε͔Βඞཁͳྗ ͍ۙকདྷͯ͢ͷਓʹٻΊΒΕΔͷ ߴใ௨৴ٕज़ "*ٕज़
׆༻ ͜͏͍͏͜ͱ ͕Ͱ͖Δ ͍ۙকདྷ ׆༻͢Δٕज़ ඞཁͳ͘ͳΔ ͔͚ͩͲ ͜͏͍͏Ͱ ؾΛ͚Δ
©2016- Naoki Kato, IML at TGU ੜ"*ͬͯͳΜͩʁ ڭҭݱʹ͓͚Δੜ"*ͷ׆༻ͱ͜Ε͔Βͷֶߍ
©2016- Naoki Kato, IML at TGU ੜ"*ͬͯͳΜͩʁ ੜ"*ͱʁ ਓೳ "*
ػցֶश ਂֶश ੜ"* ΫϥελϦϯά ը૾ೝࣝʢྨʣ Իೝࣝʢมʣ จষ༁ʢมʣ จষੜ ը૾ੜ Իੜ ಈըੜ ༷ʑͳใ͕ ੜͰ͖Δ // %// $// 3//
©2016- Naoki Kato, IML at TGU ੜ"*ͬͯͳΜͩʁ ػցֶश // ʢͷ؆ུతઆ໌ʣ
͋Δೖྗ͔Β͋Δग़ྗͷભҠ֬Λֶश ֶश ೖྗ ೖྗ ೖྗ ग़ྗ ग़ྗ ೖྗ ɿ നɿ ɿ Ξϧίʔϧɿ ߳Γɿ ৭߹͍ɿ
©2016- Naoki Kato, IML at TGU ੜ"*ͬͯͳΜͩʁ ը૾ྨʢͷ؆ུతઆ໌ʣ ֶश ͜Εʁ
ݘ ɾ ɾ ɾ ɾ ɾ ɾ
©2016- Naoki Kato, IML at TGU ੜ"*ͬͯͳΜͩʁ จষ༁ɾੜʢͷ؆ུతઆ໌ʣ ֶश ݘ͕Δ
ݘ ͕ Δ 5IF EPH SVOT 45"35 5IF EPH ݘ͕Δͷ༁ͱͯ͠ 5IFEPHͷޙͰ ࠷͕֬ ߴ͍ͷSVOT લͷঢ়ଶΛൖͰ͖Δ ৽͍͠Έ
©2016- Naoki Kato, IML at TGU ੜ"*ͬͯͳΜͩʁ ͍߹ΘͤΛֶश͢Δ͜ͱͰ ੜ"*Λઆ໌ͯ͠ ੜ"*ͱɾɾɾ
ਓೳͱʁ Ͱ͢ ͷ͑Λڭ͑ͯ ਓೳͱɾɾɾ ֶश Ή͔͠Ή͔͠ ͷଓ͖Λॻ͍ͯ Ή͔͠Ή͔͠ ͋Δͱ͜Ζʹ ͓͍͡͞Μͱʜ
©2016- Naoki Kato, IML at TGU ੜ"*ͬͯͳΜͩʁ ੜ"*ʢͷ؆ུతઆ໌ʣ ʮ99ͱʁʯʹରͯ͠ ʮ99ͱʯͰ࢝·Δ
͕֬ߴ͍ ʮ"*ͱʯͷޙ ʮਓؒͷʯ͕ଓ͘ ͕֬ߴ͍
©2016- Naoki Kato, IML at TGU ੜ"*ͬͯͳΜͩʁ จ຺Λཧղ͢Δੜ"*ʁʂ
©2016- Naoki Kato, IML at TGU ੜ"*ͬͯͳΜͩʁ ۭؾΛಡΉੜ"*ʁʂ
©2016- Naoki Kato, IML at TGU ੜ"*ͬͯͳΜͩʁ ؊લͷใΛར༻͢ΔΈ ͜ΕΒͷޠؚ͕·ΕΔจͷޙ ʰʮ͠ʯͱʱͷޙ
ʰṟʱͷ͕֬ߴ͔ͬͨ ͜ΕΒͷޠؚ͕·ΕΔจͷޙ ʰʮ͠ʯͱʱͷޙ ʰڮʱͷ͕֬ߴ͔ͬͨ
©2016- Naoki Kato, IML at TGU ੜ"*ͬͯͳΜͩʁ ͦΕ5SBOTGPSNFSͷ͓͔͛ ͘͢͝Εͨͱ͜ΖͷใΛߴʹར༻͢Δख๏
©2016- Naoki Kato, IML at TGU ੜ"*ͬͯͳΜͩʁ ίϩίϩ͑Λม͑Δੜ"*ʂ
©2016- Naoki Kato, IML at TGU ੜ"*ͬͯͳΜͩʁ ͦΕԹʢ5FNQFSBUVSFʣͷΠλζϥ ֬తʹߴ͍ͷ Ұ൪͋Γͦ͏ͳ
͜ΕͳΜ͚ͩͲ ͦΕ͡Ό ͭ·Βͳ͍ͷͰ ͕͍֬ͷ͕ બΕΔ͜ͱ 5FNQFSBUVSF ʙʣͰ੍ޚ ͩͱҰ൪͕֬ߴ͍ͷ ͦͷޙ ͦͷબʹ Өڹ͞ΕΔͷͰ ɿ
©2016- Naoki Kato, IML at TGU ੜ"*ͬͯͳΜͩʁ ͔ͩΒવ໌Β͔ʹޡͬͨճ ,NͷಓͷΓΛɼॴཁ࣌ؒͷ·Ͱ࣌LNɼ Γ࣌LNͰา͘ͱ͖ͷॴཁ࣌ؒΛڭ͍͑ͯͩ͘͞ɽ
ٻΊํͷઆ໌͍ͯͩ͘͠͞ɽ ʮॴཁ࣌ؒͷʯΛ ʮಓͷΓͷʯͱղऍ
©2016- Naoki Kato, IML at TGU ੜ"*ͬͯͳΜͩʁ ετϩϕϦʔ ʮจࣈʯ୯Ґͷ ॲཧ͕ͱͯۤख
©2016- Naoki Kato, IML at TGU ੜ"*ͬͯͳΜͩʁ ܭࢉͰ͖ͳ͍ l ༷ʑͳͷ༷ʑͳܭࢉ͕ۤखͩͬͨ
͕ɼ࠷ۙɼܭࢉΤϯδϯΛࡌͯ͠ ղܾ
©2016- Naoki Kato, IML at TGU ੜ"*ͬͯͳΜͩʁ ҰํͰͱΜͰͳ͜ͱͰ͖ͯ͠·͏ ͜Μͳͷ Ͳ͏ֶशͯ͠Μͩʁ
©2016- Naoki Kato, IML at TGU ੜ"*ΛڭҭͰ͏ʹ͋ͨͬͯ ڭҭݱʹ͓͚Δੜ"*ͷ׆༻ͱ͜Ε͔Βͷֶߍ
©2016- Naoki Kato, IML at TGU ੜ"*Λ͏ʹ͋ͨͬͯ ઌੜ͕͏ʹ͋ͨͬͯ l จՊল
ͱݴ͍ͬͯΔ l ͨͩ͠ɼ ͱݴ͍ͬͯΔɾɾɾ ڭһݚमߍͰͷదͳ׆༻ʹ͚ͨऔΛਪਐ͠ɺ ڭࢣͷ"*Ϧςϥγʔ্ಇ͖ํվֵʹܨ͛Δ ඞཁ͕͋Δɻ ͘Β͍ ͏ͳͱ ݴͬͯΔͷ͔Ͷ
©2016- Naoki Kato, IML at TGU ੜ"*Λ͏ʹ͋ͨͬͯ ࣇಐɾੜె͕͏ʹ͋ͨͬͯ l จՊল
ͱݴ͍ͬͯΔ ᶃݱ࣌Ͱ׆༻͕༗ޮͳ໘Λݕূͭͭ͠ɺݶఆత ͳར༻͔Β࢝ΊΔ͜ͱ͕దͰ͋Δɻੜ"*ΛऔΓר ͘ݒ೦ϦεΫʹेͳରࡦΛߨ͡Δ͜ͱ͕Ͱ͖ΔҰ ෦ͷֶߍʹ͓͍ͯɺݸਓใอޢηΩϡϦςΟɺஶ ࡞ݖʹेʹཹҙͭͭ͠ɺύΠϩοτతͳऔΛਐ ΊɺՌɾ՝Λेʹݕূ͠ɺࠓޙͷߋͳΔٞʹ ࢿ͢Δ͜ͱ͕ඞཁͰ͋Δɻ ᶄͦͷҰํɺֶߍ֎ͰΘΕΔՄೳੑΛ౿·͑ɺશͯ ͷֶߍͰɺใͷਅِΛ͔֬ΊΔ͜ͱʢ͍ΘΏΔϑΝ ΫτνΣοΫʣͷश׳ؚ͚Ίɺใ׆༻ೳྗΛҭ Ήڭҭ׆ಈΛҰॆ࣮ͤ͞ɺ"*࣌ʹඞཁͳࢿ࣭ɾೳ ྗͷ্ΛਤΔඞཁ͕͋Δɻ Θͣʹ ͏ͨΊͷྗΛ ҭ͠·͠ΐ͏
©2016- Naoki Kato, IML at TGU ੜ"*Λ͏ʹ͋ͨͬͯ ྸ੍ݶ l ͦͦࣇಐੜె͕͑ͳ͍͜ͱ
サービス名 利用制限 chatGPT 13歳以上 18歳未満の場合は保護者の許可 Copilot (Microsoft ID) 18歳以上 18歳未満の場合は保護者の許可? Copilot(教育用) 教育学部の教員と高等教育の学生 (18歳以上) Gemini 13歳以上 Gemini (学校用アカウント) 18歳以上?
©2016- Naoki Kato, IML at TGU ੜ"*Λ͏ʹ͋ͨͬͯ ݸਓใอޢ l ར༻తҎ֎ͰݸਓใΛ
ʢੜ"*ͰʣͬͯͩΊ ୈे ߦػؔͷɺ๏ྩʹجͮ͘߹Λআ͖ɺར༻త Ҏ֎ͷతͷͨΊʹอ༗ݸਓใΛࣗΒར༻͠ɺຢఏ ڙͯ͠ͳΒͳ͍ɻ ୈेീ ݸਓใऔѻࣄۀऀɺ͋Β͔͡ΊຊਓͷಉҙΛಘͳ͍ ͰɺલͷنఆʹΑΓಛఆ͞Εͨར༻తͷୡʹඞཁ ͳൣғΛ͑ͯɺݸਓใΛऔΓѻͬͯͳΒͳ͍ɻ ʢࠃཱɾࢲֶͷֶߍͷ߹ʣ ʢެཱͷֶߍͷ߹ʣ
©2016- Naoki Kato, IML at TGU ੜ"*Λ͏ʹ͋ͨͬͯ ݸਓใอޢ l ಉҙΛಘͳ͍ͰݸਓใΛ
ୈࡾऀʢੜ"*ʣʹఏڙͯͩ͠Ί ୈೋेീ ݸਓใऔѻࣄۀऀɺ֎ࠃɾɾɾʹ͋ΔୈࡾऀɾɾɾʹݸਓσʔλΛఏڙ͢Δ߹ ʹɺલୈҰ߲֤߸ʹܝ͛Δ߹Λআ͘΄͔ɺ͋Β͔͡Ί֎ࠃʹ͋Δୈࡾऀͷఏ ڙΛೝΊΔࢫͷຊਓͷಉҙΛಘͳ͚ΕͳΒͳ͍ɻɾɾɾ ୈೋेࣣ ݸਓใऔѻࣄۀऀɺ࣍ʹܝ͛Δ߹Λআ͘΄͔ɺ͋Β͔͡ΊຊਓͷಉҙΛಘͳ͍ ͰɺݸਓσʔλΛୈࡾऀʹఏڙͯ͠ͳΒͳ͍ɻ ୈࣣेҰ ߦػؔͷɺ֎ࠃɾɾɾʹ͋Δୈࡾऀɾɾɾʹར༻తҎ֎ͷతͷͨΊʹอ ༗ݸਓใΛఏڙ͢Δ߹ʹɺ๏ྩʹجͮ͘߹ٴͼୈेୈೋ߲ୈ࢛߸ʹܝ ͛Δ߹Λআ͘΄͔ɺ͋Β͔͡Ί֎ࠃʹ͋ΔୈࡾऀͷఏڙΛೝΊΔࢫͷຊਓͷಉҙ Λಘͳ͚ΕͳΒͳ͍ɻ ୈे ߦػؔͷɺ๏ྩʹجͮ͘߹Λআ͖ɺར༻తҎ֎ͷతͷͨΊʹอ༗ݸਓ ใΛࣗΒར༻͠ɺຢఏڙͯ͠ͳΒͳ͍ɻ ֶशʹ༻͍ΒΕΔʹఏڙ
©2016- Naoki Kato, IML at TGU ੜ"*Λ͏ʹ͋ͨͬͯ֎෦ ใηΩϡϦςΟϙϦγʔ l ʹΑΔαʔϏεʹؔ͢Δنఆ
ʹҙ ཁػີใΛʹΑΔ֎෦αʔϏε Λར༻ͯ͠औΓѻΘͳ͍ͷͱ͢Δ ϓϩϯϓτʹ ೖΕͪΌμϝ ݸਓΞΧϯτ ͷར༻ ֶߍΞΧϯτ Ͱͷແஅར༻ ͜Εී௨ϓϩςΫτ͞Ε͍ͯΔ͔ͳ
©2016- Naoki Kato, IML at TGU ੜ"*Λ͏ʹ͋ͨͬͯ ஶ࡞ݖ l ஶ࡞ݖͷجຊ
n ࡞తදݱͰͳ͚Εஶ࡞Ͱͳ͍ n ྨࣅੑɾґڌੑ͕ͳ͚Εஶ࡞ݖ৵ ʹͳΒͳ͍ ࣅ͍ͯΔʁ ࢀߟʹ͍ͯ͠Δʁ ࡞͍ͯ͠Δʁ
©2016- Naoki Kato, IML at TGU ੜ"*Λ͏ʹ͋ͨͬͯ ஶ࡞ݖʢͷൃੜʣ l ੜ"*ͷੜஶ࡞Ͱͳ͍
l ࡞ͷҙࢥΛ࣋ͬͯੜ͢Δͱɼ ஶ࡞ݖ͕ൃੜ͢Δʢஶ࡞ʹͳΔʣ ϓϩϯϓτ ͜Μͳ෩ʹʂ ࡞
©2016- Naoki Kato, IML at TGU ੜ"*Λ͏ʹ͋ͨͬͯ ஶ࡞ݖʢͷ৵ʣ l ྨࣅɾґڌͷҙࢥΛ࣋ͬͯੜ͢Δͱɼ
ஶ࡞ݖॲཧ͕ඞཁʹͳΔ ϓϩϯϓτ ͜Μͳ෩ʹʂ ཁڐ ྨࣅ ґڌ ࡞
©2016- Naoki Kato, IML at TGU ੜ"*Λ͏ʹ͋ͨͬͯ ஶ࡞ݖʢͷ৵ʣ l ྨࣅɾґڌΛͶΒֶͬͨशͨ͠"*Ͱ
ੜ͢Δͱɼஶ࡞ݖॲཧ͕ඞཁʹͳΔ ֶश ͜Μͳ෩ʹʂ ཁڐ ࡞ʁ ྨࣅ ґڌ
©2016- Naoki Kato, IML at TGU ੜ"*ͷ׆༻ࣄྫ ڭҭݱʹ͓͚Δੜ"*ͷ׆༻ͱ͜Ε͔Βͷֶߍ
©2016- Naoki Kato, IML at TGU ੜ"*ͷतۀͰͷ׆༻ࣄྫ
©2016- Naoki Kato, IML at TGU ੜ"*ͷߍͰͷ׆༻ࣄྫ
©2016- Naoki Kato, IML at TGU ੜ"*ͷ׆༻ࣄྫ ࣄྫɿ͓खࢴ࡞Γ
©2016- Naoki Kato, IML at TGU ੜ"*ͷ׆༻ࣄྫ ࣄྫɿ͋ΏΈͷจҊ࡞Γ
©2016- Naoki Kato, IML at TGU ੜ"*ͷ׆༻ࣄྫ ࣄྫɿ͋ΏΈͷจҊ࡞Γ ͋ͳͨݫ͠ΊͷઌੜͰ͢ ͋ͳͨ༏͍͠ઌੜͰ͢
©2016- Naoki Kato, IML at TGU ੜ"*ͷ׆༻ࣄྫ ࣄྫɿ͋ΏΈͷจҊ࡞Γ ͋ͳͨ;͚ͨ͟ઌੜͰ͢
©2016- Naoki Kato, IML at TGU ੜ"*ͷ׆༻ࣄྫ ࣄྫɿΠϥετ࡞Γ
©2016- Naoki Kato, IML at TGU ੜ"*ͷ׆༻ࣄྫ ࣄྫɿΞϯέʔτੳʢྨʴཁʣ
©2016- Naoki Kato, IML at TGU ੜ"*ͷ׆༻ࣄྫ ࣄྫɿΞϯέʔτੳʢάϥϑԽʣ Q1 Q2
Q3 Q4 Q5 -2.0 -1.0 0.0 1.0 2.0 ͬͪ͜ ϚΫϩੜ &YDFMͰ қ͕ߴ͍ άϥϑԽ
©2016- Naoki Kato, IML at TGU ੜ"*ͷ׆༻ࣄྫ ࣄྫɿ࠾
©2016- Naoki Kato, IML at TGU ੜ"*ͷ׆༻ࣄྫ ࣄྫɿࣸਅՃ
©2016- Naoki Kato, IML at TGU ੜ"*ͷ׆༻ࣄྫ ࣄྫɿڭࡐ࡞Γ https://lab.bmoon.jp/app/triangle.html
©2016- Naoki Kato, IML at TGU ੜ"*ͷ׆༻ࣄྫ ࣄྫɿڭࡐ࡞Γ https://lab.bmoon.jp/app/mitinori.html
©2016- Naoki Kato, IML at TGU ڭҭ%9ʢ%JHJUBMJ[BUJPOʣͷิॿ
©2016- Naoki Kato, IML at TGU ੜ"*ͷ׆༻ࣄྫ ࣄྫɿڭҭ%9ͷิॿ ɾ&YDFMͷؔϚΫϩΛҰ࡞ΕऴΘΓ Ͱɼ࡞Εͳ͍
ɾલʹ࡞ͬͨͷΛগ͠ม͍͑ͨ ɾࢴΛ͍ͬͯͨ࡞ۀΛσδλϧԽ͍ͨ͠ ɾσδλϧԽ͞Εͨ࡞ۀΛͬͱศརʹ͍ͨ͠ DIBU(15ʹ࡞ͬͯΒ͏
©2016- Naoki Kato, IML at TGU ੜ"*ͷ׆༻ࣄྫ ࣄྫɿܽ੮࿈བྷ௨ (PPHMF$IBUʹॻ͖ࠐΉ͜ͱՄೳ
©2016- Naoki Kato, IML at TGU ੜ"*ͷ׆༻ࣄྫ ࣄྫɿൃॱ࡞ =IFERROR(INDEX(元のシート!$B$2:$B$100, SMALL(IF(元のシー
ト!$D$2:$D$100="A", ROW(元のシート!$B$2:$B$100)-ROW(元 のシート!$B$2)+1), ROW(A1))), "")
©2016- Naoki Kato, IML at TGU ੜ"*ͷ׆༻ࣄྫ ࣄྫɿ࣌ܭࢉ
©2016- Naoki Kato, IML at TGU ͓ΘΓʹ ڭҭݱʹ͓͚Δੜ"*ͷ׆༻ͱ͜Ε͔Βͷֶߍ
©2016- Naoki Kato, IML at TGU ͓ΘΓʹ ͜Ε͔Βͷֶߍʢݱʣ ߴใ௨৴ٕज़ "*ٕज़
׆༻ ޮੑ ࣭ ׆༻ ޮՌ ࣌దԠ ͦͷ͏ͪ ߍγεςϜ ʹࡌ Ͱ ͦͷࠒʹ ࣍ͷٕज़͕
©2016- Naoki Kato, IML at TGU ͓͠·͍ ڭҭݱʹ͓͚Δੜ"*ͷ׆༻ͱ͜Ε͔Βͷֶߍ