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平成29年度佐賀県データ利活用セミナー
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saygo ushijima
February 02, 2018
Science
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平成29年度佐賀県データ利活用セミナー
saygo ushijima
February 02, 2018
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Transcript
Ҭʹ͓͚Δσʔλ׆༻ͱࢢຽࢀՃ גࣜձࣾϩʔΧϧϝσΟΞϥϘ ڇౡɹਗ਼߽
גࣜձࣾϩʔΧϧϝσΟΞϥϘදऔక ʢҰࣾʣभςϨίϜৼڵηϯλʔओݚڀһ ʢҰࣾʣԞٿຏεϚʔτλϯݚڀॴཧࣄ ಛఆඇӦར׆ಈ๏ਓ/FU$PN͕͞ཧࣄ ֳΦʔϓϯσʔλಓࢣ ૯লҬใԽΞυόΠβʔ $PEFGPS4BHBද ڇౡਗ਼߽ʢ͏͠͡·͍ͤ͝͏ʣ ࠤլݝௗࢢग़ɹࠤլࢢࡏॅɹࡀɹ ۽ຊେֶจֶ෦ҬՊֶՊຽଏֶίʔεଔ
ࠤլ৽ฉࣾʹೖࣾʢۈʣ ɹࣄۀɾൢചɾࠂΛܦͯɺܦӦاըࣨɾσδλϧઓུνʔϜͳͲ ࠤլࢢͰɺϩʔΧϧϝσΟΞϥϘΛઃཱɻظɻ $PEFGPS4BHB্ཱͪ͛ ֳΦʔϓϯσʔλಓࢣʹब ૯লҬใԽΞυόΠβʔʹब /10๏ਓ/FU$PN͕͞ཧࣄʹब ԞٿຏεϚʔτλϯݚڀॴઃཱ ϩʔΧϧϝσΟΞίϛϡχέʔγϣϯζ--$ઃཱ
ۙະདྷͷϝσΟΞ Ҭº*$5 σʔλར׆༻ Πϯλʔωοτ͕ίϞσΟςΟԽͨ͋͠ͱ ͷҬϝσΟΞͷ࢟ʜ *$5ͷීٴͰɺҬͦͬ͜ͱ๛͔ʹͳΔ ͖ͳͷʹʜ Ҭʹ͓͚Δ*$5ར׆༻ͷ࣍ͷϑΣʔζɺ σʔλར׆༻ʹͦ͜ղ͕͋Δ Ҭɾ*$5ɾϝσΟΞ
*$5͕ ಘҙͳਓ ࢢຽ lҬใԽz ߦ
ͱʹߟ͑ɺ ΈΜͳͰlςΫϊϩδʔ্ख͍͘ͳ͕Βz ίϛϡχςΟͷ՝Λղܾ͢Δ lҬใԽzͷ৽͍͠ϑΣʔζ
σʔλͱͷग़ձ͍ ৽ฉߪಡऀௐࠪ ɾੳ݁ՌΛ࡞Γʹ׆͔͢ ɾϩʔσʔλ͔ΒઓུΛಋ͖ग़͢ ɾԾઆݕূܕͷϚʔέςΟϯάɾϦαʔν
σʔλ׆༻ͱΦʔϓϯσʔλ
σʔλͱʁ σʔλʲEBUBʳ ᶃஅཱͷͱʹͳΔࢿྉɾใɾࣄ࣮ɻ ʮʵΛूΊΔʯ ᶄίϯϐϡʔλʔͷॲཧͷରͱͳΔࣄ࣮ɻঢ় ଶɾ݅ͳͲΛද͢ɾจࣈɾه߸ɻ େࣙྛΑΓ
,,%ɾ,,0 ܦݧɾצɾڳ ܦݧɾצɾࢥ͍͖ͭ %"5" σʔλʹجͮ͘ϩδΧϧͳઓུɾઓज़
ຽσʔλ׆༻ਪਐجຊ๏ Πϯλʔωοτͦͷଞͷߴใ௨৴ωοτϫʔΫΛ௨ͯ͡ྲྀ௨͢Δଟ༷͔ͭେྔͷใΛ׆༻͢Δ ͜ͱʹΑΓɺٸͳগࢠߴྸԽͷਐలͷରԠͷզ͕ࠃ͕໘͢Δ՝ͷղܾʹ ࢿ͢ΔڥΛΑΓҰඋ͢Δ͜ͱ͕ॏཁͰ͋Δ͜ͱʹؑΈɺຽσʔλͷదਖ਼͔ͭޮՌ తͳ׆༻ʢʮຽσʔλ׆༻ʯͱ͍͏ɻʣͷਪਐʹؔ͠ɺجຊཧ೦ΛఆΊɺࠃͷΛ໌Β͔ʹ͠ɺ ฒͼʹຽσʔλ׆༻ਪਐجຊܭըͷࡦఆͦͷଞࢪࡦͷجຊͱͳΔࣄ߲ΛఆΊΔͱͱʹɺຽσʔ λ׆༻ਪਐઓུձٞΛઃஔ͢Δ͜ͱʹΑΓɺຽσʔλ׆༻ͷਪਐʹؔ͢ΔࢪࡦΛ૯߹త͔ͭޮՌత ʹਪਐ͠ɺͬͯࠃຽ͕҆શͰ҆৺ͯ͠ΒͤΔࣾձٴͼշదͳੜ׆ڥͷ࣮ݱʹد༩͢Δɻʢʣ
None
ࠓɺੈͷதͰ Կ͕ى͍ͬͯ͜Δͷ͔ʁ ઓུతʹ၆ᛌ͢Δख๏ͱͯ͠ͷσʔλ׆༻ ٸͳগࢠߴྸԽͷਐలͷରԠͷզ͕ࠃ͕໘͢Δ՝ͷղܾʹࢿ͢Δ ڥΛΑΓҰඋ͢Δ͜ͱ͕ॏཁͰ͋Δ͜ͱʹؑΈʜ ʢຽσʔλ׆༻ਪਐجຊ๏ΑΓʣ
Φʔϓϯσʔλ
Πϯλʔωοτ࣌ʹݟ߹ͬͨσʔλͷѻ͍ํ ػցಡ͕Մೳ ʢਓʹΘ͔Γʹ͍͘ʣ ਓ͕ಡՄೳ ʢػցʹΘ͔ΓͮΒ͍ʣ ػցಡՄೳʂʁ
ֳͷެ։σʔλʮࠃຽͷٳʯDTW ࠨը૾ɺະࣝڕதৡ!NJTIJLJ͞Μ݄ͷ5XFFUΑΓҾ༻
Πϯλʔωοτ࣌ʹݟ߹ͬͨஶ࡞ݖͷߟ͑ํ 0QFO%BUB ஶ࡞ݖʂʁ
ਆށࢢͷࣄྫ ਆށࢢɹΣϒαΠτར༻ن $$#:ͱͷޓੑ͕͋Δ͜ͱΛ໌ه IUUQXXXDJUZLPCFMHKQJOGPSNBUJPOPQFOEBUBQPMJDZIUNM ΣϒαΠτͰެ։͍ͯ͠ΔใʢҎԼʮίϯς ϯπʯͱ͍͍·͢ɻʣɺͲͳͨͰҎԼͷ̍ʣʙ ̓ʣʹैͬͯɺෳɺެऺૹ৴ɺ༁ɾมܗͷ Ҋɺࣗ༝ʹར༻Ͱ͖·͢ɻ༻ར༻ՄೳͰ͢ɻ ίϯςϯπར༻ʹͨͬͯɺຊར༻ϧʔϧʹಉҙ ͨ͠ͷͱΈͳ͠·͢ɻ
ۚࢢը૾ΦʔϓϯσʔλαΠτΑΓ ࣸਅ֤छը૾σʔλΦʔϓϯ σʔλͱͯ͠ެ։͞Ε͍ͯ·͢ IUUQPQFOJNBHFEBUBDJUZLBOB[BXBJTIJLBXBKQ
ܦ࢈ল͕ɺࠃͷ෩ܠࣸਅͳͲ ΛΦʔϓϯσʔλͱͯ͠ެ։͢Δ αʔϏε'*/% IUUQTpOEKQKB
େࡕࢢౡ۠ɹใࢽͷDTWσʔλ IUUQXXXDJUZPTBLBMHKQNJZBLPKJNBQBHFIUNM ςΩετσʔλ Φʔϓϯσʔλͱͯ͠։์͞ Ε͍ͯ·͢ɻ
ҙຯͷ͋ΔΦʔϓϯσʔλͬͯԿͰ͔͢ʁ
8*4%0.ʢΟζμϜʣ φϨοδΛ׆༻ͯ͠அ͢Δྗ ,/08-&%(&ʢφϨοδʣ ΠϯϑΥϝʔγϣϯ͔Βಋ͖ग़͞ΕΔنଇੑɺݟ */'03."5*0/ʢΠϯϑΥϝʔγϣϯʣ ใɺσʔλΛԿΒ͔ͷج४Ͱཧͨ͠ͷ %"5" σʔλʣ ମܥԽ͞Ε͍ͯͳ͍ใɺϩʔσʔλ Φʔϓϯσʔλ
σʔλδϟʔφϦζϜ σʔλϏδϡΞϥΠθʔγϣϯ γϏοΫςοΫ ·ͪͮ͘ΓɾҬܦӦ %*,8Ϟσϧ
0QFOCZ%FGBVMU Φʔϓϯσʔλɺใ࣌ͷෆՄܽͳࢿݯ 0QFO%BUBCZ%FTJHO ߦ͕อ༗͢Δσʔλʹ͍ͭͯɺΦʔϓϯσʔλΛલఏͱͯ͠ ใγεςϜۀϓϩηεશମͷاըɺඋٴͼӡ༻Λߦ͏
ΦʔϓϯσʔλͱγϏοΫςοΫ
ᶃߦɾاۀʹΦʔϓϯσʔλԽ ᶄࢢຽاۀʹΑΔσʔλ׆༻ ᶅࢢຽʹΑΔσʔλੜ 潤滑油が必要!
$PEFGPS+BQBOΣϒαΠτΑΓҾ༻ IUUQXXXDPEFKBQBOPSHCSJHBEF
*$5ͷྗͰɺࢲͨͪͷ֗Λ ͬͱΒ͍͢͠ͱ͜Ζʹʜ
ফՐખΦʔφʔ੍
ߦɹʜɹফՐખͷॴΛΦʔϓϯσʔλͱͯ͠ެ։ $PEFGPS"NFSJDBɹʜɹফՐખΦʔφʔήʔϜ։ൃʢԣల։ʣ ɹˠɹۀվળʢՐࡂ͕ىͬͨ͜ࡍʣ ɹɹɹཧίετͷݮ ɹˠɹιʔγϟϧϏδωεͱͯ͠ͷج൫ ࢢຽɹʜɹָ͠Έͳ͕ΒҬ՝ͷղܾʹࢀՃ ɹˠɹlެॿzɺཧσʔλͷϩάੜ
KQ $PEFGPS,BOB[BXB͕։ൃͨ͠͝ΈΧϨϯμʔΞϓϦ Φʔϓϯιʔεͱͯ͠ެ։͞ΕɺશࠃͰར༻͕͕͍ͬͯΔ
IUUQTBHBKQ ࠤլࢢ൛ͷKQ ͝ΈΧϨϯμʔͷ1%'͔ΒɺDTWϑΝΠϧΛ࡞ ˣ ࠤլࢢʹࣄޙঝʢެ։લʣ ˣ ࠤլࢢެࣜαΠτͰհɹ ˣ ࠤլࢢ͕ɺͷܗࣜʹ߹Θͤɺ͝ΈΧϨϯμʔ ͷใΛΦʔϓϯσʔλԽ
ˣ ༁ɺΞϓϦԽͷ૬ஊ $PEFGPS4BHBͷϫʔΫγϣοϓͰ੍࡞
ࢢຽൃɺΦʔϓϯσʔλԽͷਪਐ ࢢຽ͕ɺΦʔϓϯσʔλΛ͏ɻσʔλΛ࡞Δɻ
ΠϯλʔφγϣφϧɾΦʔϓϯσʔλσΠɻখࢢͰɺݩ15"ͷօ͞Μͱɺ খֶߍ۠ͷަ௨҆શϚοϓ࡞ ௨ֶ࿏ͷνΣοΫ ࢠ·ͪ͋Δ͖ ௨ֶ࿏ͷةݥՕॴΛਤʹ·ͱΊ Σϒ্Ͱެ։ ࣋ͪدͬͨσʔλΛ Ϛοϐϯά࡞ۀ
$"350Λ͍ɺަ௨ࣄނͷσʔλʢΦʔϓϯσʔλʣΛݟ͑ΔԽ
اۀʹΑΔΦʔϓϯσʔλ׆༻ اۀ͕ΦʔϓϯσʔλΛͬͯαʔϏεΛ֦ு͠ఏڙ͢Δ
੩Ԭ৽ฉ4#4 ࡂΞϓϦʮ5FBN#VEEZʯ ੩Ԭݝ͕ެ։͍ͯ͠ΔσʔλΛ ݩʹɺͷγϛϡϨʔγϣϯ ݱࡏ͔Β͍ۙආॴͳͲ Λఏڙ ՈܭΞϓϦʮ;BJNʯ ٶ࡚ݝೆࢢͳͲ࣏ࣗମ͕ެ։ ͍ͯ͠ΔڅۚͷσʔλΛ׆༻ɻ ՈߏͳͲΛೖྗ͢Δͱɺ༷ʑ
څۚใ͕දࣔ͞ΕΔɻ
͓ΘΓʹ
ͱʹߟ͑ɺ ΈΜͳͰlςΫϊϩδʔ্ख͍͘ͳ͕Βz ίϛϡχςΟͷ՝Λղܾ͢Δ
Φʔϓϯσʔλ ࡾํྑ͠ σʔλΛ ։์͢Δଆ σʔλΛ ׆༻͢Δଆ ࣾձ Ҭ՝ղܾ ڞॿҙࣝͷৢ ߦࢪࡦͷޮԽ
ઓུతࢪࡦͰ,1*ୡ ͑Δใ͕૿Ճ ϏδωεͷޮԽ ৽نϏδωε γϏοΫςοΫʢࢢຽࢀՃʣ
͝ਗ਼ௌ͋Γ͕ͱ͏͍͟͝·ͨ͠ɻ