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クックパッドデータの公開、その舞台裏/WebDB Forum 2015
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j.harashima
November 24, 2015
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クックパッドデータの公開、その舞台裏/WebDB Forum 2015
WebDB Forum 2015 の講演資料です。
j.harashima
November 24, 2015
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Transcript
ΫοΫύουσʔλͷެ։ɺͦͷཪ ΫοΫύουגࣜձࣾݪౡ७ 8FC%#'PSVN!๛ऱ
ݪౡ७ ॴଐ ݕࡧฤ෦ɺݚڀ։ൃνʔϜ ݞॻ ΤϯδχΞɺത࢜ʢใֶʣ ઐ ࣗવݴޠॲཧɺใݕࡧ
ΫοΫύου Πϯλʔωοτ্ͰϨγϐͷߘɾݕࡧ͕Ͱ͖Δ ຊ࠷େͷྉཧϨγϐαΠτ
ɾλΠτϧ ɾ֓ཁ ɾࡐྉ ɾखॱ ɾίπɾϙΠϯτ ɾ͜ͷϨγϐͷੜཱ͍ͪ ɾͭ͘ΕΆ ɾ ߘϨγϐ
ݕࡧ݁Ռ
Ϩγϐ ສΛಥഁ
ར༻ऀ ຖ ສਓ͕ར༻
σʔλެ։
Α͋͘Δ૬ஊ ʰϨγϐσʔλΛ͍͍ͨʂݚڀ͕ਐ·ͳ͍ʂʂʂʱ
ఏڙ͖͚ͯͨ͠Ͳ ΫοΫύου ɾݸผʹσʔλɾܖॻΛ४උ͢Δͷ͕ͭΒ͍ ɾσʔλఏڙʹ͍ͭͯΔਓ͕গͳ͘ɺྉཧʹؔ͢Δݚڀ͕͕Βͳ͍ ݚڀऀ ɾఏڙϑϩʔཱ͕֬͞Ε͓ͯΒͣɺσʔλ͕͑Δ·Ͱʹ͕͔͔࣌ؒΔ ɾݸʑਓͰ͍ͬͯΔσʔλ͕ҧ͍ɺઌߦݚڀͱͷൺֱ͕͍͠
ΫοΫύου ɾσʔλɾܖॻ͕ҰຊԽ͞ΕɺݸผରԠͷख͕ؒݮΔ ɾσʔλఏڙ͕ެʹͳͬͯɺྉཧʹؔ͢Δݚڀ͕͕Δ ݚڀऀ ɾཱ֬͞Εͨఏڙϑϩʔʹै͏͜ͱͰɺσʔλ͕͙͢ʹ͑Δ ɾڞ௨Խ͞ΕͨσʔλΛ͏͜ͱͰɺઌߦݚڀͱͷൺֱ͕༰қʹͳΔ
Ϣʔβ ɾྉཧʹؔ͢Δݚڀ͕͕ͬͯɺͦͷՌ͕Ձͱͳͬͯಧ͘ σʔλΛެ։͢Εʁ
50%0 ɾ<>ެ։ํ๏ΛܾΊΔ ɾ<>σʔλΛ४උ͢Δ ɾ<>ܖॻΛ४උ͢Δ ެ։ΛܾΊͨʢ˞݄ʣ
ެ։ํ๏ΛܾΊΔ IUUQXXXOJJBDKQETDJESJOEFYIUNM ָ͢Δʢ*%3ʹ͔ͬΔʣ͜ͱʹͨ͠
ެ։͢ΔσʔλΛؚΉ.Z42-ςʔϒϧΛಛఆ ɹɾSFDJQFTςʔϒϧɺJOHSFEJFOUTςʔϒϧɺTUFQTςʔϒϧɺ ςʔϒϧ͝ͱʹɺެ։͠ͳ͍ϨίʔυΛআ ɹɾྫʣϢʔβ͕Լॻ͖ঢ়ଶͰཹΊ͍ͯΔϨγϐআ ɹɾྫʣআͨ͠Ϩγϐʹؔ࿈͢Δࡐྉɾखॱআ ςʔϒϧ͝ͱʹɺެ։͠ͳ͍ΧϥϜΛআ ɹɾྫʣ։ൃ༻ͷΧϥϜআ Ұ෦σʔλΛϚεΩϯά ɹɾ*%σʔλΛϚεΩϯά ൈ͚ɾ࿙Ε͕ͳ͍͔ΛνΣοΫ
ɹɾྫʣʰاۀͷϨγϐআͨ͠ํ͕ྑ͘ͳ͍ʁʱ σʔλΛ४උ͢Δ ຯʹେมͩͬͨ
/**ͱͷܖ ɾΫοΫύουσʔλΛ/**ʹ༬͚Δ ɾ/**σʔλͷ૭ޱΛΊΔ ݚڀऀͱͷܖ ɾݚڀऀར༻نΛकΔ ɾΫοΫύουʢ/**ܦ༝ͰʣσʔλΛݚڀऀʹ͢ σʔλ ܖ ܖ ܖॻΛ४උ͢Δ
ࢮ͵΄Ͳେมͩͬͨ ౾ࣝɿHNBJMͷεϨουϝʔϧ͕Λ͑Δͱׂ͞ΕΔ ʢ݁ہɺ/**ʹ͍ͩͿॿ͚ͯΒͬͨʣ
50%0 ɾ<Y>ެ։ํ๏ΛܾΊΔ ɾ<Y>σʔλΛ४උ͢Δ ɾ<Y>ܖॻΛ४උ͢Δ ४උྃʢ˞݄ʣ
None
ެ։σʔλʢϨγϐʣ ɾλΠτϧ ɾ֓ཁ ɾࡐྉ ɾखॱ ɾίπɾϙΠϯτ ɾ͜ͷϨγϐͷੜཱ͍ͪ ɾͭ͘ΕΆ ɾFUD
ެ։σʔλʢݙཱʣ ɾλΠτϧ ɾ͜ͷݙཱͷϙΠϯτ ɾௐཧ࣌ؒ ɾஈऔΓͷίπ ɾओࡊ ɾ෭ࡊ ɾࢀߟʹͳͬͨʂ ɾ͜ͷݙཱͷओͳ৯ࡐδϟϯϧγʔϯ
ެ։ޙͷڹ ެ։͔Βϲ݄Ͱݚڀ͔ࣨΒਃʢఏڙࡁΈʣ اۀ͔Βෳͷਃ ڞಉݚڀͷ͓ͪΒ΄Β
ݚڀͷ͕Γ ެ։લʢ˞ʙ݄ʣ େֶݚڀࣨ ެ։ޙʢ˞݄ʣ େֶݚڀࣨ ϲ݄ޙ
·ͱΊ
ΫοΫύου ɾσʔλɾܖॻ͕ҰຊԽ͞ΕɺݸผରԠͷख͕ؒݮΔ ɾσʔλఏڙ͕ެʹͳͬͯɺྉཧʹؔ͢Δݚڀ͕͕Δ ݚڀऀ ɾཱ֬͞Εͨఏڙϑϩʔʹै͏͜ͱͰɺσʔλ͕͙͢ʹ͑Δ ɾڞ௨Խ͞ΕͨσʔλΛ͏͜ͱͰɺઌߦݚڀͱͷൺֱ͕༰қʹͳΔ
Ϣʔβ ɾྉཧʹؔ͢Δݚڀ͕͕ͬͯɺͦͷՌ͕Ձͱͳͬͯಧ͘ σʔλΛެ։͢Εʁʢ࠶ܝʣ %0/& 50%0
৽͍͠σʔλΛެ։͢Δ ɾϨγϐը૾ σʔληοτڞಉར༻ݚڀ։ൃηϯλʔΛར༻͢Δʁ ɾڞಉݚڀͷଅਐ ࠓޙͷల
͝੩ௌ͋Γ͕ͱ͏͍͟͝·ͨ͠