Link
Embed
Share
Beginning
This slide
Copy link URL
Copy link URL
Copy iframe embed code
Copy iframe embed code
Copy javascript embed code
Copy javascript embed code
Share
Tweet
Share
Tweet
Slide 1
Slide 1 text
ౡࠜݝΦʔϓϯσʔλݚम σʔλͷྗΛ ۀͷຯํʹʂ Լࢁ ࣿࢠ Ұࣾ ϦϯΫσʔλ දཧࣄ σδλϧி σʔλεϖγϟϦετ ݄ ۚ photo: ౡࠜݝ ాϚϦϯେڮ, ©mkt, CC BY 4.0
Slide 2
Slide 2 text
Enterprise Public Sector Civic Tech 2 2022-03-04 Sayoko Shimoyama, LinkData
Slide 3
Slide 3 text
ຊݚमͷඪ nߦʹ͓͍ͯ σʔλ׆༻͕ٻΊ ΒΕ͍ͯΔ࣌ nσʔλ͏·͘ ͑ۀͷڧྗ ͳຯํʹͳΔ 2022-03-04 Sayoko Shimoyama, LinkData 3 1. σʔλΛͬͨํ͕ྑ͍ཧ༝Λཧղ͢Δ 2. σʔλΛͬͯ֎ͷਓͷྗΛ͏·͘आΓ Δํ๏Λཧղ͢Δ 3. σʔλͷՁར༻ऀʹΑͬͯҾ͖ग़͞ ΕΔͷͰ͋Δ͜ͱΛཧղ͢Δ 4. σʔλΛ͍͍͢ঢ়ଶʹ͓ͯͨ͘͠Ί ͷϙΠϯτΛཧղ͢Δ
Slide 4
Slide 4 text
࣍ 1. ͳͥɺߦʹ͓͍ͯσʔλΛ͏ඞཁ͕͋Δͷ͔ 2. ެڞσʔλͷڞ༗͕ͨΒࣾ͢ձతΠϯύΫτ 3. ΦʔϓϯσʔλΛͬͨϏδωεࣄྫ 4. ிͰ֎෦Ͱ׆༻͍͢͠σʔλ࡞ΓͷϙΠϯτ 2022-03-04 Sayoko Shimoyama, LinkData 4
Slide 5
Slide 5 text
ͳͥɺߦʹ͓͍ͯ σʔλΛ͏ඞཁ͕ ͋Δͷ͔ 4BZPLP4IJNPZBNB -JOL%BUB
Slide 6
Slide 6 text
ߦʹ͓͍ͯ σʔλΛ͏ ۀͱʁ nσδλϧલఏͷ࣌ɺใશͯσʔλͱͯ͠ѻΘΕΔ n͜ͷઌσʔλͱແԑͰ͍ΒΕΔ՝ແ͍ nσʔλ = γε෦ʹͤΕྑ͍ͱ͍͏Θ͚Ͱͳ͍ 2022-03-04 Sayoko Shimoyama, LinkData 6 ͑ɿશͯͷ՝ͷۀ ౷ܭ ICT ࡒ ੫ etc…
Slide 7
Slide 7 text
σδλϧԽࡾݪଇ σδλϧٕज़Λ׆༻ͨ͠ߦͷਪਐͷجຊݪଇ ᶃσδλϧ ϑΝʔετ w σδλϧٕज़Λపఈ తʹ׆༻͠ɺσδλ ϧॲཧΛલఏͱͨ͠ αʔϏεઃܭΛߦ͏ ᶄϫϯεΦϯϦʔ w Ұఏग़ͨ͠ใɺ ೋఏग़͢Δ͜ͱΛ ෆཁͱ͢Δ ᶅίωΫςουɾ ϫϯετοϓ w ຽؒαʔϏεΛؚΊɺ ෳͷखଓɾαʔϏ εΛϫϯετοϓͰ ࣮ݱ͢Δ 7 ग़యɿσδλϧखଓ๏ͷ֓ཁʢྩݩ12݄ࢪߦʣhttps://www.kantei.go.jp/jp/singi/it2/hourei/digital.html ੈք࠷ઌσδλϧࠃՈએݴɾຽσʔλ׆༻ਪਐجຊܭը(ྩݩ6݄14ֳܾٞఆ) ༻ޠू http://www.kantei.go.jp/jp/singi/it2/decision.html खଓ͖ͷϑϩʔ࿈ܞใͷ͏ͪɺͲ͔͜ՕॴͰ σʔλԽग़དྷ͍ͯͳ͍ͱ࣮ݱෆՄೳ 2022-03-04 Sayoko Shimoyama, LinkData
Slide 8
Slide 8 text
σδλϧॲཧΛ͢ΔͨΊʹɺ ใΛίϯϐϡʔλ͕ॲཧͰ͖Δ σʔλͱͯ͠ѻ͏ඞཁ͕͋Δ 2022-03-04 SAYOKO SHIMOYAMA, LINKDATA 8
Slide 9
Slide 9 text
ҧ͍Λฉ͔ΕͨΒઆ໌Ͱ͖·͔͢ʁ σʔλ ใ 4":0,04)*.0:"." -*/,%"5"
Slide 10
Slide 10 text
σʔλͱʁ *40ٴͼ+*4ن֨ʹΑΔఆٛ "SFJOUFSQSFUBCMFSFQSFTFOUBUJPOPGJOGPSNBUJPOJOBGPSNBMJ[FENBOOFSTVJUBCMFGPS DPNNVOJDBUJPO JOUFSQSFUBUJPO PSQSPDFTTJOHz *40*&$ IUUQTXXXJTPPSHPCQVJJTPTUEJTPJFDFEFO ຊۀن֨ʮ9ใॲཧ༻ޠجຊ༻ޠʯIUUQLJLBLVSVJDPNY9IUNM 4":0,04)*.0:"." -*/,%"5" ใͷදݱͰ͋ͬͯɺ ୡɺղऍ·ͨॲཧʹద͢ΔΑ͏ʹܗࣜԽ͞Εɺ ࠶ใͱͯ͠ղऍͰ͖Δͷ
Slide 11
Slide 11 text
ใͱʁ *40ٴͼ+*4ن֨ʹΑΔఆٛ ,OPXMFEHFDPODFSOJOHPCKFDUT TVDIBTGBDUT FWFOUT UIJOHT QSPDFTTFT PSJEFBT JODMVEJOHDPODFQUT UIBUXJUIJOBDFSUBJODPOUFYUIBTBQBSUJDVMBSNFBOJOH *40*&$ IUUQTXXXJTPPSHPCQVJJTPTUEJTPJFDFEFO ຊۀن֨ʮ9ใॲཧ༻ޠجຊ༻ޠʯIUUQLJLBLVSVJDPNY9IUNM 4":0,04)*.0:"." -*/,%"5" ࣄ࣮ɼࣄɼࣄɼաఔɼணͳͲͷ ରʹؔͯ͠Γಘͨ͜ͱͰ͋ͬͯɼ ֓೦ΛؚΈɼҰఆͷจ຺தͰಛఆͷҙຯΛͭͷɻ
Slide 12
Slide 12 text
2022-03-04 σʔλɺใΛܗࣜԽͨ͠ͷ σʔλ ใ ࠶ใͱͯ͠ղऍͰ͖Δͷ Sayoko Shimoyama, LinkData 12
Slide 13
Slide 13 text
͜Ε͔Βͷ ߦ৬һʹ σʔλΛѻ͏ εΩϧ͕ඞཁ nσδλϧલఏͷ࣌ʹ͓͍ͯɺ ߦαʔϏεͷ্ͱۀޮԽΛ ਐΊΔͨΊʹใΛʮσʔλʯͱͯ͠ ѻ͑Δඞཁ͕͋Δ nσʔλΛͨͩୡ͢ΔͨΊ͚ͩʹ ͏ͷͰͳ͘ɺ৽ͨͳใΛ Ҿ͖ग़ͨ͢Ίʹ͏ σʔλੳ 2022-03-04 Sayoko Shimoyama, LinkData 13
Slide 14
Slide 14 text
2022-03-04 ࣈ 40 Sayoko Shimoyama, LinkData 14
Slide 15
Slide 15 text
2022-03-04 ใ ౡࠜݝிͰ 20211݄23ʹ։࠵͞Εͨ σʔλੳϫʔΫγϣοϓͷ ࢀՃొऀ ਓͰ͢ɻ Sayoko Shimoyama, LinkData 15
Slide 16
Slide 16 text
2022-03-04 σʔλ ϫʔΫγϣοϓ ։࠵ ϫʔΫγϣοϓ ։࠵ॴ ࢀՃొऀ ౡࠜݝி Sayoko Shimoyama, LinkData 16
Slide 17
Slide 17 text
ใ⇄σʔλ ํʹมՄೳ 2022-03-04 Sayoko Shimoyama, LinkData 17 ϫʔΫγϣοϓ ։࠵ ϫʔΫγϣοϓ ։࠵ॴ ࢀՃొ ऀ ౡࠜݝி ౡࠜݝிͰ 20211݄23ʹ։࠵͞Εͨ σʔλੳϫʔΫγϣοϓͷ ࢀՃొऀ ਓͰ͢ɻ
Slide 18
Slide 18 text
σʔλԽ͢Δ͜ͱͰ ଞͷσʔλͱΈ߹ΘͤΒΕΔ 2022-03-04 ৽͍͠ʮใʯ͕ औΓग़ͤΔ Sayoko Shimoyama, LinkData 18 Qɿ֤ϫʔΫγϣοϓͷ ʮΩϟϯηϧʯ Ͳͷ͘Β͍ʁ 30 35 40 24 29 34 0 5 10 15 20 25 30 35 40 45 ϫʔΫγϣοϓผ ࢀՃऀͷൺֱ ࢀՃऀ ࢀՃొऀ 2021-01-23 2021-02-06 2021-02-25
Slide 19
Slide 19 text
σʔλੳ = σʔλ͔ΒใΛҾ͖ग़͢͜ͱ 2022-03-04 Sayoko Shimoyama, LinkData 19 Ωϟϯηϧ 30 35 40 24 29 34 0 5 10 15 20 25 30 35 40 45 ϫʔΫγϣοϓผ ࢀՃऀͷൺֱ ࢀՃऀ ࢀՃొऀ 2021-01-23 2021-02-06 2021-02-25
Slide 20
Slide 20 text
ϙΠϯτɿ %ɾ*ɾ,ɾ8ͷͭͳ͕ΓΛҙࣝ͢Δ 8JTEPN ʢܙʣ ,OPXMFEHF ʢࣝʣ *OGPSNBUJPO ʢใʣ %BUB ʢσʔλʣ 4BZPLP4IJNPZBNB -JOL%BUB Ձ աڈ ະདྷ ʮσʔλʯɺ୯ͳΔʢࣄ࣮ঢ় گΛද͢ʣࣈจࣈྻͷू·Γ ͰɺͦΕ͚ͩͰҙຯΛ࣋ͨͳ͍ɻ σʔλॲཧʹΑͬͯಘΒΕΔ ʮใʯʹͳͬͯ͡Ίͯɺҙຯ Λ࣋ͭͷʹͳΔɻ ใΛੵؔ͠࿈͚Δ͜ͱͰɺ ʮࣝʯͱͯ͠ࣄͷنଇੑ ΛཧղͰ͖Δɻ ࣝΛ׆༻ͯ͠அ͕Ͱ͖Δঢ়ଶ ʹͳΔͱʮܙʯͱݺΔͷʹ ͳΔɻ
Slide 21
Slide 21 text
DIKWϞσϧʹͯΊͨྫ 8JTEPN ʢܙʣ ,OPXMFEHF ʢࣝʣ *OGPSNBUJPO ʢใʣ %BUB ʢσʔλʣ 2022-03-04 Sayoko Shimoyama, LinkData 21 Ձ աڈ ະདྷ ֤ϫʔΫγϣοϓͷ ొऀͱࢀՃऀ ֤ϫʔΫγϣοϓͷ Ωϟϯηϧ ϫʔΫγϣοϓͷΩϟϯηϧ େମຖճʙ͘Β͍ ࣍ճ͔Βఆһʙ͘Β͍ ଟΊʹਃࠐΛड͚͚ͯ େৎͦ͏
Slide 22
Slide 22 text
ҙɿʮܙʯ߃ٱతͳͷͰͳ͍ nݱͰΠϕϯτΛߦͳ͍ͬͯͨ࣌ͱΦϯϥΠϯΠϕϯτͰΩϟϯηϧ มΘΔͷͰʁ nࢀՃऀ͕શવҧ͏Πϕϯτͷ߹ʁ มԽʹରԠͯ͠ʮܙʯΛΞοϓσʔτ͢ΔͨΊʹɺ DIKWΛߦͬͨΓདྷͨΓ͢Δඞཁ͕͋Δ 2022-03-04 Sayoko Shimoyama, LinkData 22
Slide 23
Slide 23 text
ߦͷ ແටੑ ͔Β٫ n༧ଌෆՄೳͳมԽ՝ ʹεϐʔσΟʔʹରԠ Ͱ͖Δߦ͕ඞཁ ग़యɿֳߦվֵਪਐຊ෦ɿΞδϟ ΠϧܕࡦܗɾධՁͷࡏΓํʹؔ͢Δ ϫʔΩϯάάϧʔϓʢୈ̍ճʣʢ ݄ʣ IUUQTXXXLBOUFJHPKQKQTJOHJHTLBJ HJBHJMF@TFJTBLV@XHEBJHJKJTJEBJIUNM 4BZPLP4IJNPZBNB -JOL%BUB
Slide 24
Slide 24 text
ΞδϟΠϧܕ ࡦܗɾධՁ ʹσʔλ͕ඞਢ n1%$"αΠΫϧͷ$IFDLͷࡍɺ ඪୡະୡͰධՁ͢Δ͚ͩ Ͱҙຯ͕ແ͍ nσʔλͰϞχλϦϯά͠ͳ͕ ΒվળΛૣظʹൃݟ͠ɺ يಓमਖ਼Ͱ͖ΔΑ͏ʹ͢Δ ग़యɿֳߦվֵਪਐຊ෦ɿΞδϟ ΠϧܕࡦܗɾධՁͷࡏΓํʹؔ͢Δ ϫʔΩϯάάϧʔϓʢୈ̍ճʣʢ ݄ʣ IUUQTXXXLBOUFJHPKQKQTJOHJHTLBJ HJBHJMF@TFJTBLV@XHEBJHJKJTJEBJIUNM 4BZPLP4IJNPZBNB -JOL%BUB
Slide 25
Slide 25 text
ެڞσʔλͷ ڞ༗͕ͨΒ͢ ࣾձతΠϯύΫτ 4BZPLP4IJNPZBNB -JOL%BUB
Slide 26
Slide 26 text
σʔλͷΈ߹Θͤ৽ͨͳՁΛੜΉ nαϯϑϥϯγείࢢͰɺҿ৯ళʹର࣮ͯ͠ࢪͨ͠อ݈Ӵੜݕࠪ ͷ݁ՌΛσʔλͱͯ͠ެ։͍ͯ͠Δ n:FMQͦΕΛαʔϏεʹऔΓࠐΈɺ l)FBMUI 4DPSFzͱͯ͠ ຬͷείΞʹม͠ɺ֤ҿ৯ళͷϨϏϡʔϖʔδʹදࣔ 4BZPLP4IJNPZBNB -JOL%BUB
Slide 27
Slide 27 text
4BZPLP4IJNPZBNB -JOL%BUB ӴੜείΞɿ
Slide 28
Slide 28 text
4BZPLP4IJNPZBNB -JOL%BUB :FMQϢʔβʔʹΑΓ҆৺ɾ҆શΛಧ͚ΒΕΔ αʔϏεΛఏڙՄೳʹ ۙͷอ݈Ӵੜ ݕࠪʹ͓͍ͯҧ ͕߲͋ͬͨ :FMQͰӴੜཧͷධՁͱͯ͠ l)FBMUI4DPSFzΛදࣔ
Slide 29
Slide 29 text
αϯϑϥϯγείࢢ º :FMQ͔Βݟ͑Δ σʔλ͕ͨΒࣾ͢ձมֵ ͠αϯϑϥϯγείࢢ͕ Ӵੜௐࠪ݁ՌΛαΠτͰެද͍ͯ͠Δ ͚ͩͩͬͨΒʁ Ұ෦ͷਓ͔͠ݟʹདྷͳ͍ ͠:FMQ͕ ಠࣗʹҿ৯ళΛධՁ͢Δ είΞΛ͚͍ͯͨΒʁ ެฏੑ͕୲อ͞Εͳ͍ ڧΈɿళฮͷӦۀσʔλޱίϛ σʔλΛूΊͯɺଟ͘ͷϢʔβ͕ ू·ΔΛ͍࣋ͬͯΔ ڧΈɿࢢຽͷ҆શΛकΔͨΊʹ࣮ࢪ ͨ͠ௐࠪ݁Ռͱͯ͠ɺެฏͳσʔλ ΛఏڙͰ͖Δ σʔλ͕ڞ༗͞ΕΔ͜ͱͰ ʮ৫Λ͑ͯಘҙΛ୲Ͱ͖ΔࣾձʯʹͳΔ 4":0,04)*.0:"." -*/,%"5"
Slide 30
Slide 30 text
ߦͷσʔλ୭ʹͰ͑ΔΑ͏ʹ ެ։͞Ε͍ͯΔඞཁ͕͋Δ nӴੜௐࠪࢢͷ੫ۚΛͬͯӡ༻͞Ε͍ͯΔͷͰɺ ೲ੫ऀͦ͘͠ͷσʔλΛ͏ݖརΛ͍࣋ͬͯΔ n୭Ͱࣗ༝ʹ͑ΔσʔλͰ͋Δඞཁ͕͋Δ ͠αϯϑϥϯγείࢢ͕ :FMQ͚ͩʹӴੜௐࠪ݁ՌσʔλΛ ͍ͯͨ͠Βʁ ಛఆاۀΛࢧԉ͢ΔܗͰෆެฏ Φʔϓϯσʔλ 4":0,04)*.0:"." -*/,%"5"
Slide 31
Slide 31 text
Φʔϓϯσʔλͷఆٛ ࠃɺํެڞஂମٴͼࣄۀऀ͕อ༗͢Δຽσʔλͷ͏ͪɺࠃຽ୭͕ΠϯλʔωοτΛ௨ͯ͡༰қ ʹར༻ʢՃɺฤूɺ࠶ʣͰ͖ΔΑ͏ɺ࣍ͷ͍ͣΕͷ߲ʹ֘͢ΔܗͰެ։͞ΕͨσʔλΛ Φʔϓϯσʔλͱఆٛ͢Δ ʲग़యʳʮΦʔϓϯσʔλجຊࢦʯฏ݄ ߴใ௨৴ωοτϫʔΫࣾձਪਐઓུຊ෦ɾຽσʔλ׆༻ਪਐઓུձܾٞఆ ӦརతɺඇӦརతΛΘͣ ೋ࣍ར༻Մೳͳϧʔϧ͕ద༻͞Εͨͷ ػցಡʹదͨ͠ͷ ແঈͰར༻Ͱ͖Δͷ 4":0,04)*.0:"." -*/,%"5"
Slide 32
Slide 32 text
ใެ։੍ ͱΦʔϓϯ σʔλผ ग़యɿCC BY 4.0 ֳIT૯߹ ઓུࣨ, ʮΦʔϓϯσʔλΛ͡Ί Α͏ʙํެڞஂମͷͨΊͷ࠷ॳ ͷखҾॻʙʯʢ20216݄15ʣ https://cio.go.jp/policy- opendata#guideline 4":0,04)*.0:"." -*/,%"5" ߲ Φʔϓϯσʔλ ใެ։੍ త ެతػ͕ؔอ༗͢ΔσʔλΛɺػցಡʹద͠ ͨܗࣜͰΠϯλʔωοτ্Ͱެ։͠ɺ ࠃຽࢀ ՃɾຽڠಇͷਪਐΛ௨ͨ͡ॾ՝ͷղܾɺܦ ࡁͷ׆ੑԽɺ ߦͷߴԽɾޮԽɺ ಁ ໌ੑɾ৴པੑͷ্ΛਤΔɻ ߦͷಁ໌ԽΛਤΔͨΊʹྫʹج͍ͮͯॅຽ͔Β ͷެ։ٻͷखଓ͖ʹΑΓɺߦจॻͷࣸ͠Λٻ ऀʹఏڙ͢Δɻ ର ํެڞஂମ͕อ༗͢Δೋ࣍ར༻͕ೝΊΒΕΔ ใʢσʔλʣ ʢ֤ํެڞஂମͷใެ։ྫʹجͮ͘ඇ։ࣔ ใΛআ͘ʣߦจॻ ೋ࣍ ར༻ $$ϥΠηϯεͳͲΛ࠾༻͓ͯ͠Γɺ༻ར༻Λ ؚΊೋ࣍ར༻Մೳɻ ํެڞஂମʹΑΓѻ͍͕ҟͳΔʢ༻ར༻ΛؚΊ ೋ࣍ར༻ʹ੍ݶΛઃ͚͍ͯΔ߹͕͋Δʣɻ ഔମ $47&YDFMͳͲػցಡՄೳͳσʔλͰఏڙ ͞ΕΔɻ "1*Λར༻͢Δ͜ͱͰࣗಈΞΫηεʢΞϓϦ ͔ΒͷΞΫηεʣʹରԠ͍ͯ͠Δ߹͋ Δɻ ௨ৗߦจॻͷ͕ࣸ͠௨ৗࢴഔମͰఏڙ͞ΕΔ ͕ɺΦϯϥΠϯ$%30.ʹΑΓిࢠσʔλͰఏ ڙ͞ΕΔ߹͋Δɻ ిࢠσʔλͷ߹Ͱ͋ͬͯɺσʔλܗࣜจॻઐ ༻ιϑτͰ࡞͞Εͨ··ͷͷ͕ଟ͘ɺҰൠతʹ ػցಡੑ͍ɻ ࣌ؒ ϗʔϜϖʔδϙʔλϧαΠτ͔Βμϯϩʔ υ͢ΔͨΊɺ΄ͱΜͲ͕͔͔࣌ؒΒͳ͍ɻ ։ܾࣔఆ։ࣔٻ͔ΒҰఆظؒʢͳͲʣΛཁ ͢ΔͨΊɺใͷೖखʹ࣌ؒΛཁ͢Δɻ අ༻ ར༻ऀͷෛ୲ͳ͠ɻ ίϐʔͷ࣮අʹ͍ͭͯਃऀ͕ෛ୲͢Δํ ެڞஂମ͕ଟ͘ɺίϐʔΛΘͳ͍ӾཡͷΈͰ ͋ͬͯඅ༻Λऩ͢Δํެڞஂମ͋Δɻ खଓ ͖ ϗʔϜϖʔδϙʔλϧαΠτͳͲΠϯλʔ ωοτ্ʹެ։͞Ε͍ͯΔͨΊɺखଓ͖ෆཁɻ Ͳ͔͜ΒͰɺ୭Ͱࣗ༝ʹར༻͢Δ͜ͱ͕Մ ೳɻ ։ࣔͷٻͷ΄͔ɺ։ࣔͷํ๏ྫͰఆΊΒΕͯ ͍Δࣄ߲Λਃ͠ग़ΔͳͲͷखଓ͖͕ඞཁɻҰ෦ͷ ํެڞஂମͰɺ֘ҬͷॅຽʹਃΛݶఆ͠ ͍ͯΔͱ͜Ζ͕͋Δɻ
Slide 33
Slide 33 text
l0QFO#Z%FGBVMUz (ʮΦʔϓϯσʔλݑষʯʹΑΔࠃࡍతͳ߹ҙ ʮ੫ۚΛͬͯ࡞ΒΕͨσʔλશͯ ެڞࡒͱͯ͠ެ։͢Δ͖Ͱ͋Δʯ ͱ͍͏ߟ͑ํΛݪଇͱͯ͠࠾༻ 2022-03-04 4":0,04)*.0:"." -*/,%"5"
Slide 34
Slide 34 text
“Φʔϓϯσʔλ” ͱɺ ݩʑօ͞ΜͷͷͩͬͨσʔλΛ ฦ͢͜ͱͩͱߟ͍͑ͯ·͢ɻ - Miquel Mateu, Open Data Manager of Barcelona City 14-18 June 2016, World Data Viz Challenge 2016, Barcelona 4":0,04)*.0:"." -*/,%"5"
Slide 35
Slide 35 text
ɿຽσʔλ׆༻ਪਐجຊ๏ࢪߦ ˠࠃٴͼ࣏ࣗମΦʔϓϯσʔλʹऔΓΉ͜ͱ͕͚ٛΒΕͨ 4":0,04)*.0:"." -*/,%"5" ʢࠃٴͼํެڞஂମ͕อ༗͢Δຽσʔλͷ ༰қͳར༻ʣ ୈेҰ ࠃٴͼํެڞஂମɺࣗΒ͕อ༗ ͢Δຽσʔλʹ͍ͭͯɺݸਓٴͼ๏ਓͷݖརར ӹɺࠃͷ҆શ͕͞ΕΔ͜ͱͷͳ͍Α͏ʹͭ͠ ͭɺࠃຽ͕Πϯλʔωοτͦͷଞͷߴใ௨৴ ωοτϫʔΫΛ௨ͯ͡༰қʹར༻Ͱ͖ΔΑ͏ɺඞ ཁͳાஔΛߨͣΔͷͱ͢Δɻ ʢใγεςϜʹΔن֨ͷඋٴͼޓੑͷ֬ อʣ ୈेޒ ࠃٴͼํެڞஂମɺຽσʔλ ׆༻ʹࢿ͢ΔͨΊɺ૬ޓʹ࿈ܞͯ͠ɺࣗΒͷใ γεςϜʹΔن֨ͷඋٴͼޓੑͷ֬อɺۀ ͷݟͦ͠ͷଞͷඞཁͳાஔΛߨͣΔͷͱ͢ Δɻ ग़యɿhttps://www.kantei.go.jp/jp/singi/it2/hourei/detakatsuyo_honbun.html ʢจΑΓൈਮʣ
Slide 36
Slide 36 text
݄ɿσʔλઓུʹ͓͍ͯ ʮ٤ۓʹऔΓΉ͜ͱʯʹҐஔ͚ΒΕͨ 4":0,04)*.0:"." -*/,%"5" ग़యɿʮσʔλઓུλεΫ ϑΥʔεୈҰ࣍ͱΓ·ͱΊʯ ྩ݄̎σδλϧɾ Ψόϝϯτֳ྅ձܾٞఆ https://www.kantei.go.jp/jp/singi/i t2/dgov/dai10/siryou_a.pdf ʢΦʔϓϯσʔλͷਪਐʣ σʔλ෯͘ར׆༻͞ΕΔ͜ͱͰͦͷՁ͕࠷େݶൃش͞ΕΔ͜ͱ͔Βɺ͜Ε ·ͰΦʔϓϯσʔλͷଅਐΛߦ͖͓ͬͯͯΓɺଟ͘ͷল࣏ࣗମ͕Φʔϓϯ σʔλʹऔΜͰ͍Δɻ͔͠͠ͳ͕Βɺ࣭ɺྔͱʹ·ͩվળͷ༨͕͋Γɺ ΑΓ෯༷͘ʑͳܦࡁࣾձ׆ಈʹ ར׆༻͞ΕΔΑ͏ɺΦʔϓϯσʔλͷऔΛ ڧԽ͢Δඞཁ͕͋Δɻ
Slide 37
Slide 37 text
Φʔϓϯσʔλͷҙٛ ࠃຽࢀՃɾຽڠಇͷਪਐΛ௨ͨ͡ ॾ՝ͷղܾɺܦࡁ׆ੑԽ ߦͷߴԽɾޮԽ ಁ໌ੑɾ৴པͷ্ ʲग़యʳʮΦʔϓϯσʔλجຊࢦʯฏ݄ ߴใ௨৴ωοτϫʔΫࣾձਪਐઓུຊ෦ɾຽσʔλ׆༻ਪਐઓུձܾٞఆ 4":0,04)*.0:"." -*/,%"5"
Slide 38
Slide 38 text
Φʔϓϯσʔλͷҙٛ ࠃຽࢀՃɾຽڠಇͷਪਐΛ௨ͨ͡ ॾ՝ͷղܾɺܦࡁ׆ੑԽ ߦͷߴԽɾޮԽ ಁ໌ੑɾ৴པͷ্ ʲग़యʳʮΦʔϓϯσʔλجຊࢦʯฏ݄ ߴใ௨৴ωοτϫʔΫࣾձਪਐઓུຊ෦ɾຽσʔλ׆༻ਪਐઓུձܾٞఆ 4":0,04)*.0:"." -*/,%"5"
Slide 39
Slide 39 text
ͳͥຽڠಇ͕ඞཁͳͷ͔ʁ ͜Ε·Ͱߦ͕ެڞαʔϏεӡӦͷओମͩͬͨ 4":0,04)*.0:"." -*/,%"5" ߦ ॅຽ ੫ۚ ެڞαʔϏε
Slide 40
Slide 40 text
ͳͥຽڠಇ͕ඞཁͳͷ͔ʁ ੫ऩ͕ݮΔͱɺ͜Ε·Ͱ௨ΓͷެڞαʔϏε ҡ࣋Ͱ͖ͳ͘ͳΔ 4":0,04)*.0:"." -*/,%"5" ߦ ॅຽ ੫ۚ ެڞαʔϏε
Slide 41
Slide 41 text
ຽڠಇʹΑͬͯҬΛ࣋ଓՄೳʹ͢Δ 4":0,04)*.0:"." -*/,%"5" ߦ ॅຽ ެڞαʔϏε اۀɾݚڀػؔɾ γϏοΫςοΫ ߦ͕ಘҙͳ෦ɺ ߦʹ͔͠Ͱ͖ͳ͍ ෦ʹूத͢Δ ຽ͕ؒಘҙͳͱ͜Ζ ຽؒʹͤΔ ੫ۚ
Slide 42
Slide 42 text
ΦʔϓϯσʔλʹΑͬͯɺ ৫Λ͑ͯಘҙΛ୲Ͱ͖Δࣾձ ͕࣮ݱ͢Δ 4":0,04)*.0:"." -*/,%"5" ߦ ॅຽ ੫ۚ ެڞαʔϏε اۀɾݚڀػؔɾ γϏοΫςοΫ ߦͷ࣋ͭใΛ ʮσʔλʯͱ͍͏ ڞ༗ʹదͨ͠ܗͰ ຽؒʹ։์͢Δ OPEN DATA
Slide 43
Slide 43 text
ࣄྫɿւࢢ࠭ࡂʹ͓͚ΔʮΓʯͷಛఆ ݚڀऀٕज़ऀʹΑΔ༗ࢤνʔϜ͕ΦʔϓϯσʔλΛͬͯൃࡂޙ࣌ؒҎʹղੳ 2022-03-04 SAYOKO SHIMOYAMA, LINKDATA 43 ग़యɿग़యɿ ʮ੩Ԭݝ͕ࢦ͢ʮ7*356"-4)*;60,"ߏʯͱʁʯਿຊࢯ
Slide 44
Slide 44 text
2017͔Β ਐΊ͍ͯͨ VIRTUAL SHIZUOKA ߏ σʔλࠒͷඋ͕͑ ͋ΔͱΠϯγσϯτ࣌ ʹ׆͖Δ 2022-03-04 SAYOKO SHIMOYAMA, LINKDATA 44 ग़యɿ ʮ੩Ԭݝ͕ࢦ͢ʮ7*356"-4)*;60,"ߏʯͱʁʯਿຊࢯ IUUQTJOGPUPLZPEJHJUBMUXJONFUSPUPLZPMHKQLFOUPVLBJ
Slide 45
Slide 45 text
4":0,04)*.0:"." -*/,%"5" σʔλΛΦʔϓϯʹ͍ͯͨ͜͠ͱͰɺ ݝி৫͚ͩͰରԠ͕ݶΒΕ͍ͯ ͨͱ͜Ζɺ৭Μͳਓ͕৭ΜͳղੳΛ ͯ͠Լͬͨ͞ɻ ͕࣌มΘͬͨͳͱࢥ͍·͢ɻ ʢ෭ࣄ ݄ձݟʣ ग़యɿIUUQTXXXZPVUVCFDPNXBUDI W.:P92XV.YQL
Slide 46
Slide 46 text
౦ژ৽ܕίϩφ Πϧεײછ ରࡦαΠτ IUUQTTUPQDPWJENFUS PUPLZPMHKQ ຽڠಇͷࣄྫᶄ l ౦ژͰ։ൃ͞Εͨରࡦ αΠτΛ͖͔͚ͬʹɺશࠃ ֤ͷγϏοΫςοΫஂ ମɾاۀɾݸਓʹΑ֤ͬͯ Ҭ൛ͷରࡦαΠτཱ͕ͪ ্͕ͬͨ
Slide 47
Slide 47 text
্݄०ɺ$07*%ରࡦαΠ τΛ։ൃ͠ΦʔϓϯιʔεԽ ౦ژ $PEFGPS +BQBO ౦ژެࣜ $07*% ରࡦαΠτ ҕୗ σʔλఏڙ ։ൃ ֎෦ͷ ΤϯδχΞ ืू ։ൃڠྗ Φʔϓϯιʔε 4BZPLP4IJNPZBNB -JOL%BUB Φʔϓϯιʔεͱ n ϓϩάϥϜͷιʔείʔυΛɺஅΓ ͳ͠ʹࣗ༝ʹͬͯྑ͍ͱ͍͏݅ Ͱ͘ެ։͢Δ͜ͱ n ެ։͢Δ͜ͱͰɺ୭͕தΛ֬ೝ ͢Δ͜ͱ͕Ͱ͖ɺίϐʔͯࣗ͠ͷ తʹ࠶ར༻͢Δ͜ͱ͕Ͱ͖Δ
Slide 48
Slide 48 text
࣏ࣗମͱγϏοΫςοΫͷڞʹΑΓ ࣮ݱͨ͠৽ܕίϩφײછରࡦαΠτ 4BZPLP4IJNPZBNB -JOL%BUB ಓݝ ʹల։ ࢢ۠ொଜ ˍւ֎
Slide 49
Slide 49 text
एखͷΤϯδχΞେ׆༂ 4BZPLP4IJNPZBNB -JOL%BUB 49 ౻ݪ͞Μͷίϝϯτ ্ཱͪ͛ॳԬࢁݝʹײછ ऀ͕͍ͳ͔ͬͨɻͲΜͲΜ֦େ͠ɺ ͍͕ͭࣗײછ͓͔ͯ͘͠͠ͳ͍ɻ Ԭࢁݝ͕ެ։͍ͯ͠ΔใΛݟ͢ ͍ܗͰಧ͚Δ͜ͱ͕Ͱ͖Εগ͠Ͱ ҙשىʹͳΔͱࢥͬͨ ग़యɿԬࢁܦࡁ৽ฉ https://ubenippo.co.jp/2020/03/21/100888/
Slide 50
Slide 50 text
ΦʔϓϯσʔλԽະରԠͷݝͰ ຖͷσʔλߋ৽ʹ՝ ౦ژެࣜ $07*% ରࡦαΠτͷ ιʔείʔυ $PEFGPS ʓʓ ʓʓݝ൛ $07*% ରࡦαΠτ ʓʓݝ Φʔϓϯ σʔλ ˚˚ݝ൛ $07*% ରࡦαΠτ $PEFGPS ˚˚ ˚˚ݝ 8FCαΠτ͔Βͷ εΫϨΠϐϯάɺ 1%'͔Βख࡞ۀͰίϐϖ ߋ৽ͷෛՙେ 4BZPLP4IJNPZBNB -JOL%BUB
Slide 51
Slide 51 text
݄࣌ɺ ΦʔϓϯσʔλԽରԠಓݝ 4BZPLP4IJNPZBNB -JOL%BUB
Slide 52
Slide 52 text
Φʔϓϯσʔλͷ༗ແʹΑͬͯ ରࡦαΠτߋ৽ʹେ͖ͳҧ͍͕ੜ͍ͯͨ͡ ʢ݄࣌ʣ 4BZPLP4IJNPZBNB -JOL%BUB ߋ৽ఀࢭঢ়ଶͷ αΠτɺ ด͞Εͨ αΠτ
Slide 53
Slide 53 text
৫Λ͑ͯಘҙΛ୲Ͱ͖Δࣾձ ͷ࣮ݱͷͨΊ ʹɺࠃ࣏ࣗମͷอ༗͢Δσʔλͷެ։ٸ Sayoko Shimoyama, LinkData 53 ߦ ॅຽ ੫ۚ ެڞαʔϏε ߦͷ࣋ͭใΛ ʮσʔλʯͱ͍͏ ڞ༗ʹదͨ͠ܗͰ ຽؒʹ։์͢Δ OPEN DATA اۀɾݚڀػؔɾ γϏοΫςοΫ
Slide 54
Slide 54 text
ຽڠಇͷਐΊํͷҧ͍ ϓϩδΣΫτۦಈܕ Φʔϓϯσʔλۦಈܕ ۚમతίετ େ খ ίϛϡχέʔγϣϯ ίετ େ খ ࣮εϐʔυ ͍ ͍ ίϯτϩʔϧ ͋Δఔޮ͘ ޮ͔ͤͮΒ͍ ࣋ଓੑ ߴ 4":0,04)*.0:"." -*/,%"5" ్தͰҠߦ͢Δέʔε
Slide 55
Slide 55 text
Φʔϓϯσʔλͷҙٛ ࠃຽࢀՃɾຽڠಇͷਪਐΛ௨ͨ͡ ॾ՝ͷղܾɺܦࡁ׆ੑԽ ߦͷߴԽɾޮԽ ಁ໌ੑɾ৴པͷ্ ʲग़యʳʮΦʔϓϯσʔλجຊࢦʯฏ݄ ߴใ௨৴ωοτϫʔΫࣾձਪਐઓུຊ෦ɾຽσʔλ׆༻ਪਐઓུձܾٞఆ 4BZPLP4IJNPZBNB -JOL%BUB ΦʔϓϯσʔλԽ ͢Δ࡞ۀͷɺ ࣄ͕૿͑ΔͷͰʜʁ
Slide 56
Slide 56 text
ͦͦ Φʔϓϯσʔλ ͷͨΊʹσʔλ උ͕ඞཁʹ ͳ͍ͬͯΔঢ়گ ͕͓͔͍͠ n%9ΛਐΊΔͨΊʹɺிͰѻ͏ใ͕ σʔλʢίϯϐϡʔλॲཧʹ࠷దԽͨ͠ ܗʣʹͳ͍ͬͯΔඞཁ͕͋Δ n.ΛਐΊΔͨΊʹɺிͷσʔλ͕ ੳՄೳͳঢ়ଶʹͳ͍ͬͯΔඞཁ͕͋Δ nΦʔϓϯσʔλԽΛਐΊͳ͔ͬͨͱͯ͠ɺ ݁ہσʔλඋਐΊΔ͜ͱʹͳΔ nΦʔϓϯσʔλΛிσʔλඋͷ ͖͔͚ͬͷҰͭʹ͢Δͷ͕ಘࡦ 4BZPLP4IJNPZBNB -JOL%BUB
Slide 57
Slide 57 text
ࣄྫɿใۀͷ%9 ʢਆށࢢʣ nैདྷாථͰใࢴͷೖߘΛཧ͍ͯͨ͠ nۀϑϩʔΛݟ͠ɺΠϕϯτใΛ8FCϑΥʔϜʹೖྗ͢Δ ͚ͩͰɺ"1*ʹม͞Εɺೖߘ·ͰͷϫʔΫϑϩʔʹࣗಈ࿈ܞ ͢Δܗʹมߋ nΠϕϯτใൃ৴αΠτʮ,0#&5PEBZʯΛ৽ઃ͠ɺใࢴʹ ܝࡌ͖͠Εͳ͔ͬͨΠϕϯτใݕࡧՄೳʹ nΠϕϯτใͷ"1*Φʔϓϯσʔλͱͯ͠ެ։ 4BZPLP4IJNPZBNB -JOL%BUB *API (Application Programming Interface)ɿ ਓΛհͣ͞γεςϜಉ࢜ͰσʔλΛΓऔΓ͢Δͷʹ࠷దԽ͞Εͨ σʔλܗࣜ ग़యɿhttps://datashelf.jp/results/kobe
Slide 58
Slide 58 text
ࣄྫɿใެ։ٻͷܰݮʢ੩Ԭࢢʣ nใެ։ٻ݅ͷଟ͔ͬͨ ৯ӴੜڐՄʹؔ͢ΔσʔλΛ Φʔϓϯσʔλͱͯ͠ެ։ nใެ։ٻͷ͕݅ݮΓɺ ۀෛ୲ͷܰݮʹޭ 4BZPLP4IJNPZBNB -JOL%BUB ؒ ݅ݮ ˣ ࣌ؒ ۀ࣌ؒݮ H25 H26 H27 H28 H29 H30 ग़యɿ৽ঙ େีࢯʢ੩Ԭࢢ૯ہ*$5ਪਐ՝ʣʮతࢿ࢈ܦӦ8&&,@0QFOEBUB"1*ʯ IUUQTXXXTMJEFTIBSFOFU%"*46,&4)*/+0XFFLPQFOEBUBBQJ
Slide 59
Slide 59 text
ࣄྫɿࢢຽ͔Βͷۤͷܰݮʢࡸߐࢢʣ 4BZPLP4IJNPZBNB -JOL%BUB ࡸߐࢢͷόε߱ઇʹ ΑΔΕ͕͋Γࢢຽ ͔Βͷۤଟ͔ͬͨ ٸͳόεͷΕͳͲʹ ରԠ͘͢͠ͳͬͨ ͨΊɺࢢຽ͔Βͷۤ ࢢͷෛ୲͕ݮগͨ͠ όεͷҐஔใΛ ΦʔϓϯσʔλԽɺ ϦΞϧλΠϜ৴ ࢢຽ͕ਤ ΞϓϦΛ ࡞ ߦதͷόεͷ ݱࡏ͕දࣔ͞ΕΔ $$#:$*0ϙʔλϧʮΦʔϓϯσʔλʯΑΓʮࡸߐόεϞχλʔʯ IUUQTDJPHPKQPQFOEBUB
Slide 60
Slide 60 text
ඪ४తͳόεใ ϑΥʔϚοτʹΑΔ ެڞަ௨Φʔϓϯ σʔλ ࠃަ௨ল͕උͨ͠ ʮඪ४తͳόεใϑΥʔ Ϛοτʢ(5'4+1ʣʯͰ όεࣄۀऀ͕Φʔϓϯσʔλ Λެ։͢Δ͜ͱͰɺ෯͍ ׆༻͕Մೳʹ 4":0,04)*.0:"." -*/,%"5" ग़యɿʮ (5'4+1ඪ४తͳόεใϑΥʔϚοτʹΑΔ ެڞަ௨Φʔϓϯσʔλ࠷৽ঢ়گʯҏ౻ণؽࢯʢ౦ژେֶ ੜ࢈ٕज़ݚڀॴʣ IUUQTXXXSPTFO[VDPNOFUNJFSVCVTGPSNBU@QPTUFS@QEG
Slide 61
Slide 61 text
434ࣄۀऀ ͕όεใΛ Φʔϓϯσʔλ ͱͯ͠ඪ४ܗࣜ Ͱެ։த SAYOKO SHIMOYAMA, LINKDATA 61 ग़యɿ (5'4+1ඪ४తͳόεใ ϑΥʔϚοτ ݄ݱࡏ IUUQTXXXHUGTKQ
Slide 62
Slide 62 text
Φʔϓϯσʔλͷҙٛ ࠃຽࢀՃɾຽڠಇͷਪਐΛ௨ͨ͡ ॾ՝ͷղܾɺܦࡁ׆ੑԽ ߦͷߴԽɾޮԽ ಁ໌ੑɾ৴པͷ্ ʲग़యʳʮΦʔϓϯσʔλجຊࢦʯฏ݄ ߴใ௨৴ωοτϫʔΫࣾձਪਐઓུຊ෦ɾຽσʔλ׆༻ਪਐઓུձܾٞఆ 4BZPLP4IJNPZBNB -JOL%BUB
Slide 63
Slide 63 text
ಁ໌ੑɾ৴པͷ্ ຽڠಇΛਐΊΔͨΊʹඞཁ nຽڠಇΛਐΊΔͨΊʹɺߦͱຽ͕ؒ ରͳཱͰͤΔ͜ͱ͕ॏཁ nߦͱຽؒͷʮใͷඇରশੑʯΛ ղফ͢Δඞཁ͕͋Δ n٬؍తͳσʔλΛڞ༗ͯ͠ɺಉ͡ͷΛ ݟͳ͕Β͕Ͱ͖Δঢ়گΛࢦ͍ͨ͠ 4BZPLP4IJNPZBNB -JOL%BUB
Slide 64
Slide 64 text
ΦʔϓϯσʔλΛ ͬͨϏδωεࣄྫ 4BZPLP4IJNPZBNB -JOL%BUB
Slide 65
Slide 65 text
Φʔϓϯσʔλͷҙٛ ࠃຽࢀՃɾຽڠಇͷਪਐΛ௨ͨ͡ ॾ՝ͷղܾɺܦࡁ׆ੑԽ ߦͷߴԽɾޮԽ ಁ໌ੑɾ৴པͷ্ ʲग़యʳʮΦʔϓϯσʔλجຊࢦʯฏ݄ ߴใ௨৴ωοτϫʔΫࣾձਪਐઓུຊ෦ɾຽσʔλ׆༻ਪਐઓུձܾٞఆ 4":0,04)*.0:"." -*/,%"5"
Slide 66
Slide 66 text
ΦʔϓϯσʔλΛͬͨαʔϏε ͭͷޭύλʔϯ ࢄ͍ͯͨ͠ใΛ ౷߹ͯ͠ఏڙ Θ͔Γ͘͢ࢦඪԽ ߴͳੳ༧ଌ ίϯςϯπͱͯ͠׆༻ 4BZPLP4IJNPZBNB -JOL%BUB
Slide 67
Slide 67 text
ࢄ͍ͯͨ͠ ใΛ౷߹ͯ͠ ఏڙ ࢄͯ͠ଘࡏ͍ͯͯ͠୳͠ʹ͔ͬͨ͘ใΛɺ ෳͷΦʔϓϯσʔλΛ౷߹͢Δ͜ͱͰɺ ඞཁͳਓʹಧ͚ΒΕΔΑ͏ʹ͢Δ 2022-03-04 SAYOKO SHIMOYAMA, LINKDATA 67
Slide 68
Slide 68 text
ҭͳͼ ʙσʔληοτΛ౷ ߹ɺࢠҭͯใ৴Λ ύʔιφϥΠζ nσʔλॴ՝͝ͱʹ ཧ͞Ε͓ͯΓɺ౷߹త ʹѻ͍͑ͯͳ͔ͬͨ nॅຽ͚ͷใఏڙ ඇޮʹͳ͍ͬͯͨ 4BZPLP4IJNPZBNB -JOL%BUB ඞཁͳਓʹ ඞཁͳใ͕ ಧ͔ͳ͍ 行政では データもタテ割りで管理されがち Issue https://datashelf.jp/ ࢄˠ౷߹ ࣄྫᶃ ˞ԼࢁͷॴଐʮΠϯϑΥɾ ϥϯδגࣜձࣾʯͷࣄྫ
Slide 69
Slide 69 text
ҭͳͼ ʙσʔληοτΛ౷ ߹ɺࢠҭͯใ৴Λ ύʔιφϥΠζ nࢠҭͯؔ࿈ͷσʔλΛ σʔλཧج൫ɿ %BUBTIFMGͰ౷߹͠ɺ ΦʔϓϯσʔλԽ nࢠҭͯੈଳʹ͚ͯ ύʔιφϥΠζͨ͠ใ ৴ΛՄೳʹ 4BZPLP4IJNPZBNB -JOL%BUB ډॅΤϦΞɺࢠڙͷྸ ͳͲʹԠͯ͡ɺύʔιφ ϥΠζ͞Εͨใ͕ಧ͘ Solution https://datashelf.jp/ ࢄˠ౷߹ ࣄྫᶃ ˞ԼࢁͷॴଐʮΠϯϑΥɾ ϥϯδגࣜձࣾʯͷࣄྫ
Slide 70
Slide 70 text
;BJN Θͨ͠ͷڅۚ nຊ࠷େͷΦϯϥΠϯՈܭ ʮ;BJNʯͷΦϓγϣϯ αʔϏε nॅΜͰ͍ΔҬՈߏɺ Ոܭͷه͔ΒʮΒ͑Δ Մೳੑ͕͋Δڅۚखɾ ߇আʯΛׂΓग़͢ػೳΛఏڙ nࠃɾ࣏ࣗମͷެ։͍ͯ͠Δ څۚใΛऔΓࠐΜͰ͍Δ 4BZPLP4IJNPZBNB -JOL%BUB ࢄˠ౷߹ ࣄྫᶅ
Slide 71
Slide 71 text
ࢄˠ౷߹ ࣄྫᶃɿ;BJN Θͨ͠ͷڅۚ ΦʔϓϯσʔλͷࣗಈऔಘͷΈʹΑͬͯ ࠷৽ใͷ৴͕Մೳʹ ʢϓϨεϦϦʔεهࣄΑΓʣ ࠓޙΑΓଟ͘ͷ࣏ࣗମ ͷެࣜใͱ࿈ܞ͠ɺͻͱΓ ͻͱΓͷʮΒͳ͔ͬͨʯ ʮΘ͔Βͳ͔ͬͨʯΛͳ͘͢ ϓϥοτϑΥʔϜͱͯ͠ վमɾվળͯ͠·͍Γ·͢ɻ IUUQT[BJNDPKQOFXTBSDIJWFT 4BZPLP4IJNPZBNB -JOL%BUB
Slide 72
Slide 72 text
$JWJDIBU ʙ࣭ʹ͑Δ͚ͩͰࣗ ʹ੍͕͋ͬͨΘ͔Δ n/ߴىۀ෦ͷߴढ़ี͞Μ ͱଜాܓޜ͞Μ͕։ൃ nνϟοτͰ࣭ʹ͍͑ͯ ͚ͩ͘ͰສछྨΛӽ͑Δத ͔ΒϢʔβʔʹͽͬͨΓͳ੍ ΛఏҊ n୳͠ํ͕Θ͔Βͳ͍ɺࣗ ͕ରऀͳͷ͔Θ͔Βͳ͍ɺ ਃํ๏͕͍͠ͳͲͷΈ Λղܾ 4BZPLP4IJNPZBNB -JOL%BUB ग़యɿ/ߴϓϨεϦ Ϧʔε https://nnn.ed.jp/news/blog/ archives/11586.html ࢄˠ౷߹ ࣄྫᶆ
Slide 73
Slide 73 text
Θ͔Γ͘͢ ࢦඪԽ ෳࡶͳΛྻڍ͢ΔͷͰͳ͘ɺ Θ͔Γ͘͢ࢦඪԽ͢Δ͜ͱͰɺ ײతͳཧղΛॿ͚Δ 2022-03-04 SAYOKO SHIMOYAMA, LINKDATA 73
Slide 74
Slide 74 text
Opower ʙిྗফඅྔ௨ αʔϏε n֤Ոఉʹ͚ͯύʔιφϥΠζ ͨ͠ܗͰిྗ༻ͷ௨Λ ߦ͏αʔϏε nؾใػثͷిྗফඅྔͷ Φʔϓϯσʔλ ఏܞاۀ͔Β ఏڙΛड͚ͨσʔλΛಠࣗΞϧ ΰϦζϜͰղੳ nถࠃͰ0QPXFSͷαʔϏεΛಋ ೖͨ͠ిྗձࣾɺฏۉͯ͠ސ ٬ͷిྗ༻ྔΛʙˋఔ ݮ͢Δ͜ͱʹޭ 4BZPLP4IJNPZBNB -JOL%BUB https://www.oracle.com/jp/corporate/features/pr/moe-nudge-project-oracle-utilities/ ࢦඪԽ ࣄྫᶃ
Slide 75
Slide 75 text
Ֆค͘Μ ʙՖคඈࢄྔΛΘ͔ Γ͘͢௨ nՖคඈࢄྔͷΦʔϓϯ σʔλͱ5XJUUFSߘใ ΛΈ߹Θͤͯੳ nಠࣗࢦඪɿ,51ʢΧϑϯ πϥΠ ϙΠϯτʣΛࢉग़ 4BZPLP4IJNPZBNB -JOL%BUB ࢦඪԽ ࣄྫᶄ ① アプリを開くと、 当日のKTPが表示される ② 本日の花粉飛散量をグラフ化 地域ごとのランキングも閲覧できる https://cio.go.jp/opendata100
Slide 76
Slide 76 text
ޮՌࢦඪɿఆੑతޮՌΛͲ͏ଌΔʁ ΞϯέʔτͰฉ͘ ͱ͍͏ํ๏͕Α͘औΒΕΔ ࢦඪͷͭʹ͢Δͷ0, Ξϯέʔτ݁ՌͷΈͰଌΔͱ ٬؍ੑʹ͚ܽΔ߹͕͋Δ 4BZPLP4IJNPZBNB -JOL%BUB ॅΈ͢͞ ·ͪͷ ʹ͗Θ͍ ࢠҭͯͷ ͢͠͞ உঁฏ ޙͷ҆৺
Slide 77
Slide 77 text
4BZPLP4IJNPZBNB -JOL%BUB ϙΠϯτɿ ఆੑతޮՌ ఆྔతޮՌʹ ղͯ͠ ࢦඪԽ͢Δ ྫɿॅΈΑ͞ϥϯΩϯά ʢ౦༸ܦࡁʣ
Slide 78
Slide 78 text
4BZPLP4IJNPZBNB -JOL%BUB ఆੑతޮՌఆྔతޮՌʹղͯ͠ࢦඪԽ͢Δ ྫɿॅΈΑ͞ϥϯΩϯάʢ౦༸ܦࡁʣར༻σʔλ ॅΈΑ͞ " ҆৺ ਓޱͨΓපӃɾҰൠྍॴපচʢ݄ʣɿްੜ࿑ಇলʮҩྍࢪઃௐࠪʯ ਓޱͨΓհޢਓࢱɾอ݈ࢪઃఆһʢ݄ʣɿްੜ࿑ಇলʮհޢαʔϏεࢪઃɾࣄۀॴௐࠪʯ ʙࡀঁੑਓޱͨΓʙࡀࣇʢ݄ʣɿ૯লʮॅຽجຊாʹجͮ͘ਓޱɺਓޱಈଶٴͼੈଳʯ ࢠͲҩྍඅॿʢରྸɾॴಘ੍ݶͷ༗ແʣʢ݄ʣɿ౦༸ܦࡁௐ ਓޱͨΓܐ๏൜ೝ݅ʢʣɿ֤ಓݝܯௐ ਓޱͨΓަ௨ࣄނ݅ʢʣɿަ௨ࣄނ૯߹ੳηϯλʔௐ # རศ ਓޱͨΓখചൢചֹʢʣɿ૯লɾܦࡁ࢈ۀলʮܦࡁηϯαε׆ಈௐࠪʯ ਓޱͨΓେنখചళళฮ໘ੵʢʣɿ౦༸ܦࡁʮશࠃେܕখചళ૯ཡʯ Մॅ໘ੵͨΓҿ৯ྉখചࣄۀॴʢ݄ʣɿ૯লɾܦࡁ࢈ۀলʮܦࡁηϯαε׆ಈௐࠪʯ ਓޱͨΓҿ৯ళʢ݄ʣ૯লɾܦࡁ࢈ۀলʮܦࡁηϯαε׆ಈௐࠪʯ $ շద సग़ೖਓޱൺʢʣɿ૯লʮॅຽجຊாʹجͮ͘ਓޱɺਓޱಈଶٴͼੈଳʯ ਫಓྉۚʢ݄ʣɿ౦༸ܦࡁௐ Ԛਫॲཧਓޱීٴʢ݄ʣɿࠃަ௨লɺྛਫ࢈লɺڥলௐ ؾީʢ݄ฏۉ࠷ߴɾ࠷ؾԹɺর࣌ؒɺ࠷ਂੵઇʣʢʙʣɿؾிʮϝογϡฏσʔλʯ ࢢܭը۠ҬਓޱͨΓࢢެԂ໘ੵʢ݄ʣɿࠃަ௨লʮࢢެԂඋਫ४ௐॻʯ % ༟ ࡒྗࢦʢʣɿ૯লʮࢢொଜผܾࢉঢ়گௐʯ ਓޱͨΓ๏ਓࢢຽ੫ʢʣ ɿ૯লʮࢢொଜผܾࢉঢ়گௐʯ ೲ੫ٛऀਓͨΓॴಘʢʣɿ૯লʮࢢொଜ੫՝੫ঢ়گͷௐʯ ॅͨΓԆচ໘ੵʢ݄ʣɿ૯লʮॅɾ౷ܭௐࠪʯ ॅฏۉՁʢ݄ʣɿࠃަ௨লʮಓݝՁௐࠪʯ https://toyokeizai.net/articles/-/434259?page=2 ˞੨എܠͷࢦඪ͕ খ͍͞΄Ͳྑ͍ͱఆٛ
Slide 79
Slide 79 text
٬؍తͳࢦඪʹ ͳ͍ͬͯͳ͍͜ ͱͰʹͳͬ ͨέʔε IUUQTXXXBTBIJDPNBSUJDMFT "41#(1#(65/#:IUNM 4BZPLP4IJNPZBNB -JOL%BUB
Slide 80
Slide 80 text
ಓݝັྗ ϥϯΩϯάͷ σʔλݕূෆՄೳ ʮັྗʯͱɺҬͷ ϒϥϯυྗɺ͢ͳΘͪҬͷັ ྗΛԽ͢Δࢦඪɻ ʮҎԼͷ࣏ࣗମʹ͍ͭͯɺͲͷ ఔັྗΛײ͡·͔͢ʁʯͱ͍ ͏͍ʹରͯ͠ɺʮͱͯັྗ తʯΛɺʮັྗతʯ ΛɺʮͲͪΒͰͳ͍ʯɺ ʮ͋·ΓັྗΛײ͡ͳ͍ʯɺ ʮશ͘ັྗతͰͳ͍ʯΛͱ͠ ͯɺͦΕΒͷճΛ࣏ࣗମ͝ͱ ʹूܭʢʣͱͯ͠ࢉग़ͨ͠ɻ ग़యɿIUUQTOFXTUJJLJKQBSUJDMFT 4BZPLP4IJNPZBNB -JOL%BUB
Slide 81
Slide 81 text
Φʔϓϯσʔλ͕͋Δ͜ͱͰ ݕূՄೳੑ͕ߴ·Δ 4BZPLP4IJNPZBNB -JOL%BUB Φʔϓϯσʔλ ࣗ༝ʹೋ࣍ར༻Ͱ͖ΔͷͰ վ᜵͞ΕΔڪΕ͕ ͋ΔͷͰʁ ü͠ೋ࣍ར༻ͨ͠ਓ͕ Λվ᜵͍ͯͯ͠ɺ Ұ࣍ใͱͯ͠ݩͷσʔλ ͕ެ։͞Ε͍ͯΔ͜ͱͰɺ ଞͷਓݕূͯ͠վ᜵ ؒҧ͍ΛಛఆՄೳʹͳΔ üݩσʔλ͕ެ։͞Ε͍ͯͳ ͍ͱݕূͰ͖ͳ͍
Slide 82
Slide 82 text
ߴͳੳ ༧ଌ ͋ΔݱΛ؍ଌ͢ΔͨΊʹඞཁͳෳͷσʔλ Λऩूɾੳ͠ɺҰఆͷ๏ଇੑΛಋ͖ग़͢͜ͱ ʹΑΓɺকདྷ༧ଌΛՄೳʹ͢Δ 2022-03-04 SAYOKO SHIMOYAMA, LINKDATA 82
Slide 83
Slide 83 text
PredPol ʙ൜ࡑൃੜ༧ଌγεςϜ nΧϦϑΥϧχΞେֶͷݚڀ άϧʔϓ͕։ൃ nաڈͷେͳ൜ࡑใͷ σʔλϕʔεΛͱʹɺকདྷ ʮ͍ͭɺͲ͜Ͱʯ൜ࡑ͕ى͖ Δͷ͔ɺػցֶशΛϕʔεʹ ༧ଌ nϩαϯθϧεࢢܯͷϓϩͷ ൜ࡑੳͱPredPolͷ༧ଌΛ ൺֱͨ͠ͱ͜Ζɺ൜ࡑੳ ʹൺ̎ഒҎ্PredPolͷํ͕ ਖ਼֬ʹ༧ଌͰ͖ͨ Sayoko Shimoyama, LinkData 2022-03-04 83 ੳɾ༧ଌ ࣄྫᶃ https://www.predpol.com
Slide 84
Slide 84 text
insectforecast ʙ༧ใ nΞϝϦΧͰݸਓʹΑͬͯ։ൃ͞Ε ͨγεςϜͰɺݱࡏଟࠃ੶όΠ ΦԽֶϝʔΧͰ͋ΔϞϯαϯτ͕ εϙϯαʔ nถࠃͱΧφμೆ෦ͷओͳഓҬ શମʹΘͨͬͯɺͷൃੜঢ়گ Λࢹ nͷൃੜϦεΫΛੳ͠ɺ Λۦআ͢ΔͨΊͷༀࡎΛࢄ͢Δ λΠϛϯάΛΞυόΠε nશʹஔͨ͠τϥοϓʹΑ Δั֫ɺؾύλʔϯɺͷ ԹɺੵࢉԹͷσʔλΛ༻ Sayoko Shimoyama, LinkData 2022-03-04 84 ੳɾ༧ଌ ࣄྫᶄ http://www.insectforecast.com/
Slide 85
Slide 85 text
GEEO ʙෆಈ࢈Ձ֨ଌఆ αʔϏε nಠࣗ։ൃͨ͠ΞϧΰϦζϜ Λ༻͍ͯɺෆಈ࢈ͷۭؒใ Λͱʹྉͷਪఆෆಈ࢈ ՁΛࢉग़ n࿏ઢՁɺࠃௐࠪɺॅɾ ౷ܭௐࠪͷΦʔϓϯ σʔλΛར༻ nجຊػೳແྉɺෆಈ࢈ٴ ͼۚ༥ۀքͷϓϩϑΣογϣ φϧ͚αʔϏε lGEEO Pro” ༗ঈ Sayoko Shimoyama, LinkData 2022-03-04 85 ੳɾ༧ଌ ࣄྫᶅ http://geeo.otani.co/
Slide 86
Slide 86 text
ίϯςϯπ ͱͯ͠׆༻ ը૾ͳͲͷΦʔϓϯσʔλͦͷ··ίϯςϯπͱ ͯ͠׆༻͢Δ͜ͱͰ͖ΔͨΊɺΈ߹Θͤͷ ΞΠσΟΞ࣍ୈͰϏδωεͷ෯Λ͛ΒΕΔ 2022-03-04 SAYOKO SHIMOYAMA, LINKDATA 86
Slide 87
Slide 87 text
୩মΦʔϓϯ σʔλΛͬͨ ࢴࡼ ੴݝೳඒࢢͰ୩মͷը ૾͕Φʔϓϯσʔλͱͯ͠ެ ։͞Ε͍ͯΔ اըɾൢചɿגࣜձࣾϤγλ σβΠϯϓϥϯχϯά ֓ཁɿ ܘ18cm 6ຕೖΓ 550ԁ(੫ࠐ) Sayoko Shimoyama, LinkData 2022-03-04 87 ίϯςϯπͱͯ͠׆༻ ࣄྫᶃ
Slide 88
Slide 88 text
୩মΦʔϓϯ σʔλΛͬͨ ॅ nจॅͷ০ʹར༻ ʢ͓٬͞Μ͔Βͷرʹ ΑΓʣ nݱࡏ4౩ Sayoko Shimoyama, LinkData 2022-03-04 88 ίϯςϯπͱͯ͠׆༻ ࣄྫᶄ ը૾ɿCC BY 4.0 ʮγϏοΫςοΫίϛϡχςΟͱγϏοΫςοΫϏδω ε - CIVIC TECH FORUM 2018 ొஃࢿྉ - ʯౡ ݈Ұࢯ
Slide 89
Slide 89 text
FIND/47 nຊ֤ͷඒ͍ࣸ͠ਅΛ ऩू͠Φʔϓϯσʔλͱͯ͠ ެ։͢ΔϑΥτΞʔΧΠϒ nΠϯόϯυधཁΛߴΊΔ తͰܦ࢈লࣄۀͰߏங nࣸਅͷߘՄೳ ˞ຊࢿྉͷදࢴͰ ༻͍ͯ͠·͢ https://find47.jp/ Sayoko Shimoyama, LinkData 2022-03-04 89 ίϯςϯπͱͯ͠׆༻ ࣄྫᶅ
Slide 90
Slide 90 text
OpenPhotoɿ ࣸਅΦʔϓϯ σʔλͷڞ༗ nࣸਅͷΦʔϓϯσʔλԽΛ αϙʔτ͢ΔϑΥτΫϥυ αʔϏε n࣏ࣗମ1TB·Ͱແঈ nhttps://openphoto.jp/ 90 ˞ԼࢁͷॴଐʮΠϯϑΥɾ ϥϯδגࣜձࣾʯͷࣄྫ ίϯςϯπͱͯ͠׆༻ ࣄྫᶆ Sayoko Shimoyama, LinkData 2022-03-04
Slide 91
Slide 91 text
OpenPhoto: ຽؒاۀෳ͕ࣾதܧ͢ΔܗͰ ΤϯυϢʔβʹใΛಧ͚ΔϞσϧ n ਐࢢͱඌுѴࢢ͕OpenPhotoʹެ։ͨ͠ެԂͷࣸਅΛΞΫτΠϯσΟגࣜձ͕ࣾ ʮࢠͲͱ͓Ͱ͔͚ใαΠτɿ͍͜ʔΑʯʹͯ׆༻ 91 ඌுѴࢢ ඌுѴࢢ 0QFO1IPUP ͍͜ʔΑ ʢΞΫτΠϯσΟʣ ਐࢢ ਐࢢ 0QFO1IPUP 2022-03-04 Sayoko Shimoyama, LinkData
Slide 92
Slide 92 text
PLATEAU ʢϓϥτʔʣ nࠃަল͕ओಋ͢Δɺຊ શࠃͷ3DࢢϞσϧͷ උɾ׆༻ɾΦʔϓϯ σʔλԽϓϩδΣΫτ nࢢܭըɺࡂɺ·ͪͮ ͘ΓͷଞɺήʔϜ։ൃ ʹ׆༻͞Ε͍ͯΔ https://www.mlit.go.jp/plateau/ Sayoko Shimoyama, LinkData 2022-03-04 ίϯςϯπͱͯ͠׆༻ ࣄྫᶇ 92
Slide 93
Slide 93 text
Φʔϓϯσʔλ׆༻Ϗδωε 4ͭͷޭύλʔϯ ࢄ͍ͯͨ͠ใΛ ౷߹ͯ͠ఏڙ Θ͔Γ͘͢ࢦඪԽ ߴͳੳ༧ଌ ίϯςϯπͱͯ͠׆༻ 2022-03-04 Sayoko Shimoyama, LinkData 93
Slide 94
Slide 94 text
ிͰ֎෦Ͱ ׆༻͍͢͠σʔλ࡞Γ ͷϙΠϯτ 4BZPLP4IJNPZBNB -JOL%BUB
Slide 95
Slide 95 text
"*σʔλඋͯ͘͠Εͳ͍ nσʔλ͕దʹཧ͞Ε͍ͯͳ͍ͱσδλϧͷڧΈ͕ෆ׆Խ nߏԽ͞Ε͍ͯͳ͍σʔλͦͦίϯϐϡʔλͰಡΊͳ͍ nֶशʹ͏σʔλʹޡΓภΓؚ͕·Ε͍ͯͨΒ݁Ռવؒҧ͍ʹͳΔ 4BZPLP4IJNPZBNB -JOL%BUB ඇߏԽ σʔλ ޡΓͷ ؚ·ΕΔ σʔλ ޡͬͨ݁Ռ "*ʹΑΔॲཧ (BSCBHF*O (BSCBHF0VU
Slide 96
Slide 96 text
nσʔλσδλϧ࣌ͷΠϯϑϥͰ͋ΓɺஐܙɾՁɾڝ૪ྗͷݯઘ nσʔλ͕҆Ձʹ҆ఆతʹڙڅ͞ΕΔ࣋ଓՄೳͳΤίγεςϜ͕ඞཁ nޙɺޙͷσδλϧࣾձΛݟਾ͑ͨσδλϧࣾձͷج൫ͱͯ͠උ͕ඞཁ →ΤετχΞͰ20ɺσϯϚʔΫɾΦϥϯμ10Ҏ্͔͚ͯඋ͞Ε͖ͯͨ 2022-03-04 Sayoko Shimoyama, LinkData 96 σʔλڥࠃࢢͷڝ૪ྗͷݯઘ ਓاۀɺ ࢿɺ ΑΓັྗత ͳॴ Ҡಈ σʔλج൫͕උࡁΈͷࠃɾࢢ ͙͢ʹ৽نϏδωεΛ։࢝Ͱ͖Δ ൫ੴͳσʔλج൫ σʔλ Πϯϑϥ σʔλ ަ௨ σʔλ ๏ਓ σʔλ σʔλ࠷৽ɾਖ਼֬ɾࣗ༝ʹ͑Δɾ࿈ܞ͍ͯ͠Δ αʔϏεϨϕϧ্ Φʔϓϯ σʔλ ʴຽؒ σʔλ σʔλج൫ͷඋ͕Ε͍ͯΔࠃɾࢢ σʔλ Πϯϑϥ σʔλ ަ௨ σʔλ ৽نϏδωεͷ্ཱͪ͛ίετ͕େ͖͍ ࣭σʔλɺར༻੍ݶ͞Ε͍ͯΔσʔλ σʔλऩूͰ ίετͱ࣌ؒΛ࿘අ ๏ਓ σʔλ αʔϏεΛ ࣋ଓͰ͖ͳ͍
Slide 97
Slide 97 text
ʹ͓͍ͯɺ σʔλઓུ σδλϧࣾձΛ ܗ͢ΔͨΊͷ ॏཁઓུͱͯ͠ Ґஔ͚ΒΕͯ ͍Δ ग़యɿ https://cio.go.jp/sites/default/files/upload s/documents/digital/20210906_meeting _promoting_02.pdf Sayoko Shimoyama, LinkData 2022-03-04 97
Slide 98
Slide 98 text
ػցಡʹదͨ͠σʔλͱʁ nίϯϐϡʔλ͕ࣗಈతʹσʔλΛ ࠶ར༻ʢՃɺฤूʣͰ͖Δ σʔλ nίϯϐϡʔλ͕ࣗಈతʹσʔλΛ ࠶ར༻͢ΔͨΊʹɺίϯϐϡʔ λ͕֘σʔλͷཧతͳߏΛ ࣝผʢಡʣͰ͖ɺߏதͷ ʢදͷதʹೖ͍ͬͯΔɺςΩ ετʣ͕ॲཧͰ͖ΔΑ͏ʹͳͬ ͍ͯΔඞཁ͕͋Δ ग़యɿฏ݄ ೋ࣍ར༻ͷଅਐͷͨΊͷলͷ σʔλެ։ʹؔ͢Δجຊతߟ͑ํʢΨΠυϥΠϯʣ 4":0,04)*.0:"." -*/,%"5" ࢴ ࢴΛεΩϟϯ͚ͨͩ͠ͷ ը૾σʔλ &YDFMDTWͳͲදܗࣜͷσʔλ ྫʣ౷ܭσʔλͷ߹
Slide 99
Slide 99 text
ओཁͳදܗࣜσʔλͷछྨ &YDFMܗࣜ ϑΝΠϧ֦ுࢠɿYMT YMTY n.JDSPTPGU͕։ൃ͍ͯ͠Δදܭࢉιϑτ .JDSPTPGU&YDFMͰ࠾༻͞Ε͍ͯΔ ϑΝΠϧܗࣜ n.JDSPTPGU&YDFMͷଞɺ͜ͷܗࣜΛαϙʔτ͠ ͍ͯΔ͍͔ͭ͘ͷΞϓϦέʔγϣϯͰ։͘͜ͱ ͕Ͱ͖Δ ྫʣ(PPHMFεϓϨουγʔτɺ/VNCFST DTWܗࣜ ϑΝΠϧ֦ுࢠɿDTW nl$PNNB4FQBSBUFE7BMVFTzͷུ nΧϯϚ l z۠ΓͷςΩετϑΝΠϧ nྨࣅͷܗࣜʹλϒ۠ΓͷςΩετϑΝΠϧ ʢUTWʣ͕͋Δ nl$IBSBDUFS4FQBSBUFE7BMVFTzͱͯ͠ɺ ༷ʑͳ۠ΓจࣈͷςΩετϑΝΠϧΛ૯শ͠ ͯDTWͱݺΕΔ͜ͱ͋Δ nϓϥοτϑΥʔϜඇґଘʢಛఆͷΞϓϦέʔ γϣϯΛඞཁͱ͠ͳ͍ʣ 4":0,04)*.0:"." -*/,%"5"
Slide 100
Slide 100 text
݄ ૯ল౷ܭہɿ ౷ܭදʹ͓͚Δ ػցಡՄೳͳ σʔλͷදهํ๏ 2022-03-04 SAYOKO SHIMOYAMA, LINKDATA 100 ֤লʹ͓͍ͯσʔλ ͷػցಡੑ্ͷରԠ ͕ਐΊΒΕ͍ͯΔ
Slide 101
Slide 101 text
ࢀߟɿ දܗࣜσʔλ ͷػցಡੑ ΛߴΊΔͨΊ ͷνΣοΫ ߲ ʢશ߲ʣ ˘ ϑΝΠϧܗࣜ&YDFM͔$47ͱͳ͍ͬͯΔ͔ ˘ ηϧσʔλͱͳ͍ͬͯΔ͔ ˘ σʔλଐੑͱ͠ɺจࣈྻΛؚ·ͳ͍͜ͱ ˘ ηϧͷ݁߹Λ͍ͯ͠ͳ͍͔ ˘ εϖʔεվߦͰମࡋΛ͍͑ͯͳ͍͔ ˘ ໊߲Λলུ͍ͯ͠ͳ͍͔ ˘ ࣜΛ༻͍ͯ͠Δ߹ɺσʔλʹमਖ਼͍ͯ͠Δ͔ ˘ ΦϒδΣΫτΛ༻͍ͯ͠ͳ͍͔ ˘ σʔλͷ୯ҐΛهࡌ͍ͯ͠Δ͔ ˘ ػछґଘจࣈΛ༻͍ͯ͠ͳ͍͔ɻ ˘ F4UBUͷ࣌ؒ࣠ίʔυͷදهɺྐྵදهຢྐྵʹྐྵͷซه͕͞Ε͍ͯΔ͔ ˘ ҬίʔυຢҬ໊শ͕දه͞Ε͍ͯΔ͔ ˘ σʔλͷಉҰྻʹಛघه߸ ൿಗ ؚ͕·ΕΔ߹ ˘ σʔλ͕அ͞Ε͍ͯͳ͍͔ ˘ γʔτʹෳͷද͕ܝࡌ͞Ε͍ͯͳ͍͔ 4BZPLP4IJNPZBNB -JOL%BUB ग़యɿ ౷ܭදʹ͓͚ΔػցಡՄೳͳ σʔλ࡞ʹؔ͢Δදهํ๏ ʢ݄ɺ૯লʣ IUUQTXXXTPVNVHPKQN BJO@DPOUFOUQEG
Slide 102
Slide 102 text
දهϧʔϧͷྫᶃ ηϧσʔλͱ͢Δ 4BZPLP4IJNPZBNB -JOL%BUB
Slide 103
Slide 103 text
දهϧʔϧͷྫᶄ ηϧͷ݁߹Λͤͣɺ֤ηϧʹೖྗ͢Δ 4BZPLP4IJNPZBNB -JOL%BUB nηϧ݁߹͞Ε͍ͯ Δͱɺฒସ͕͑Ͱ ͖ͳ͍ʢΤϥʔͱͳ ΔʣɺάϥϑԽ͕Ͱ ͖ͳ͍ɺൣғબ͠ ʹ͍͘ɺίϐʔϖʔ ετͰ͖ͳ͍ͷ ͕ൃੜ͢Δ nߦྻ͚ͩऔΓ ग़ͯ͠ɺͪΌΜͱ ҙຯ͕௨͡Δܗʹ͢ Δ͜ͱ͕ϙΠϯτ
Slide 104
Slide 104 text
දهϧʔϧͷྫᶅ ମࡋΛ͑ΔతͰεϖʔεվߦΛ༻͍ͳ͍ 4BZPLP4IJNPZBNB -JOL%BUB
Slide 105
Slide 105 text
දهϧʔϧͷྫᶆ ΦϒδΣΫτΛ༻ͤͣɺ֤ηϧʹΛೖΕΔ ΦϒδΣΫτػցผʹద͞ͳ͍ͨΊɺηϧʹΛೖΕΔඞཁ͕͋Δ 4BZPLP4IJNPZBNB -JOL%BUB
Slide 106
Slide 106 text
දهϧʔϧͷྫᶇ γʔτʹσʔλΛஅͯ͠ஔ͠ͳ͍ ҹ༻ͷϨΠΞ τʹ߹Θͤͯ σʔλ͕ંΓฦ͞ ΕͨΓ͍ͯ͠Δͱɺ σʔλͱ͍ͯ͠ ͍ͨ࣌ʹՃ ͕ඞཁʹͳΔ 4BZPLP4IJNPZBNB -JOL%BUB
Slide 107
Slide 107 text
ػցಡੑ ͷߴ͍ σʔλ࡞ ͷݪଇ 4BZPLP4IJNPZBNB -JOL%BUB ݟͨΛ͑ΔͨΊͷ ༨ܭͳ࡞ۀ͠ͳͯ͘0,ʂ ػցʹͱͬͯͷಡΈ͢͞ Λ༏ઌ ਓʹͱͬͯͷಡΈ͢͞ɺ σʔλΛ࡞ͬͨޙͰରԠ
Slide 108
Slide 108 text
σʔλ࡞࣌ʹ໎ͬͨ࣌ͷࢀߟʹɿ ਪσʔληοτ n͔Β༏ઌతʹެ։ ͢ΔΑ͏ʹਪ͞Ε͍ͯ Δσʔλ nσʔλͷ࡞ʹ͋ͨΓ ४ڌ͖͢ϧʔϧ ϑΥʔϚοτʢςϯϓ Ϩʔτʣ͕ࢦఆ͞Εͯ ͍Δ n63-ɿ IUUQTDJPHPKQQPMJDZ PQFOEBUBEBUBTFU 4BZPLP4IJNPZBNB -JOL%BUB ਪσʔληοτ جຊฤ Ԡ༻ฤ ̖̙̚ઃஔՕॴҰཡ հޢαʔϏεࣄۀॴҰཡ ҩྍػؔҰཡ จԽࡒҰཡ ؍ޫࢪઃҰཡ ΠϕϯτҰཡ ެऺແઢ̡̖̣ΞΫηεϙΠϯτҰཡ ެऺτΠϨҰཡ ফਫརࢪઃҰཡ ࢦఆۓٸආॴҰཡ Ҭɾྸผਓޱ ެڞࢪઃҰཡ ࢠҭͯࢪઃҰཡ ΦʔϓϯσʔλҰཡ ݱࡏσʔληοτ Φʔϓϯσʔλʹ औΓΈ࢝ΊΔ ํެڞஂମ͚ 4BZPLP4IJNPZBNB -JOL%BUB
Slide 109
Slide 109 text
109 4BZPLP4IJNPZBNB -JOL%BUB Data is the new oil. σʔλ৽ͨͳ ੴ༉Ͱ͋Δ ͱݴ͏ͷ ͏ݹ͍ʁ
Slide 110
Slide 110 text
4BZPLP4IJNPZBNB -JOL%BUB Data is the new soil. σʔλ ৽ͨͳ Ͱ͋Δ %BWJE.D$BOEMFTT 5&%(MPCBM
Slide 111
Slide 111 text
Ұൠࣾஂ๏ਓϦϯΫσʔλ දཧࣄ Լࢁ ࣿࢠ Email:
[email protected]
ຊࢿྉʹؔ͢Δ࣭͝ɾ͝ҙݟɺ σʔλ׆༻ݚमɾϫʔΫγϣοϓ։࠵ͷ͝૬ஊͳͲ ͪ͜Β͓د͍ͤͩ͘͞ɻ 4":0,04)*.0:"." -*/,%"5"