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Fusic n本の矢 ~生きた集合知の作り方~

Fusic n本の矢 ~生きた集合知の作り方~

PHPカンファレンス福岡2018 プラチナスポンサーセッション

Keita Mohri

June 16, 2018
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  1. 'VTJDOຊͷ໼ʙੜ͖ͨू߹஌ͷ࡞Γํʙ
    1)1ΧϯϑΝϨϯε෱Ԭϓϥνφεϙϯαʔηογϣϯ
    גࣜձࣾ'VTJDໟརܒଠ

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  2. ࣗݾ঺հ
    ໟརܒଠʢ΋͏Γ͚͍ͨʣ
    'VTJD$P -UEʢ೥໨ʣ
    ϓϩμΫτΦʔφʔ
    લ৬͸ήʔϜϓϩάϥϚʔ
    ӳࠃਈ࢜ͱ͔༯ոͱ͔
    ࡾຊͷ໼ͷઓࠃ෢কͱΏ͔Γ͸ແ͍ͱࢥ͏

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  3. ࣗࣾαʔϏε

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  4. ࣗࣾαʔϏε
    डୗҊ݅
    *P5 "* 'JO5FDI
    )1 ۀ຿ΞϓϦ
    Ϋϥ΢υ
    ŘƃŦŽŞũŎŲƄŠƃũƃŨ
    ίϯαϧ
    &$αΠτ
    "3
    εϚϗΞϓϦ
    FUD

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  5. ࣗࣾαʔϏε
    ύʔτφʔ
    डୗҊ݅
    *P5 "* 'JO5FDI
    )1 ۀ຿ΞϓϦ
    Ϋϥ΢υ
    ŘƃŦŽŞũŎŲƄŠƃũƃŨ
    ίϯαϧ
    &$αΠτ
    "3
    εϚϗΞϓϦ
    FUD

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  6. ͳΜͰ΋
    ΍Γ·͢ʂ

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  7. ͳΜͰ΋
    ΍Γ·͢ʂ
    ΑΘͦ͏ɻɻ
    ·Θͬͯͳͦ͞͏ɻɻ
    ͳʹ΋Ͱ͖ͳͦ͞͏ɻɻ

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  8. ͱ͜Ζ͕Ͳ͍ͬ͜
    ૑ۀ೥໨
    ӈݞ্͕ΓͰ੒௕தʂ

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  9. ࡾຊͷ໼
    ̍ຊͣͭΑΓ
    ̏ຊ·ͱΊͨ΄͏͕
    ͭΑ͍Α

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  10. 'VTJDͷϙςϯγϟϧ

    15ŹŪūž
    45ਓ

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  11. ࠓ೔࿩͍ͨ͜͠ͱ
    ͳΜͰ΋
    ΍Γ·͢ʂ
    'VTJDͷ Λࢧ͑Δ
    15ŹŪūž෼ͷ
    ੜ͖ͨू߹஌ͷ࡞Γํ

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  12. ੜ͖ͨू߹஌·ͰͷಓͷΓ
    -W ू·͍ͬͯͳ͍஌

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  13. -Wू·͍ͬͯͳ͍஌
    ʜ
    ʜ
    ʜ
    ʜ
    ʜ

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  14. -Wू·͍ͬͯͳ͍஌
    w ஌ࣝΛूΊΔͱ͜Ζ͕ͳ͍ɻ
    w ΅΅͢΂͕ͯޱ఻
    ೔ࠒͷձ࿩
    ࣾ಺ษڧձ

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  15. ੜ͖ͨू߹஌·ͰͷಓͷΓ
    -W
    -W
    ू·ͬͯͳ͍஌
    ू·Γ࢝Ίͨ஌

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  16. ͜Μͳײ͡
    2JJUB5FBNͱ͔FTBJPతͳϠπ

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  17. -Wू·Γ࢝Ίͨ஌

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  18. -Wू·Γ࢝Ίͨ஌




    ࠷ॳͷϲ݄Ͱهࣄ
    ౰࣌ͷࣾһ਺ͪΐͬͱ

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  19. ࠷ॳͷϒʔετ
    w νΩνΩ5BNFMϨʔε։࠵
    ϲ݄ͷ౤ߘ਺Λڝ͏νʔϜઓYճ
    ֤ճͷ༏উνʔϜʹ͸ҿΈձ୅ࢧڅʂ
    ౤ߘ͢Δ΋ͷ͸ԿͰ΋͍͍ʂ

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  20. ʮԿͰ΋͍͍ʯͷ݁ՌͷҰ୺
    ׂํ͸ٕज़తͳهࣄ͚ͩͲɺ
    ͜͏͍͏ͷ͕ग़͖ͯͨͷ͕ϙΠϯτ☝

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  21. ౤ߘͷϋʔυϧɺαήαή
    w ʮ࣭ΑΓྔʯʮδϟϯϧ੍ݶͳ͠ʯ
    ྔΛՔ͍͗ͨͷͰɺͳΓ;ΓߏΘͣ౤ߘ
    ؾߏ͑ͣʹ౤ߘ͍͍ͯ͠ͱ͍͏ۭؾײ

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  22. ੜ͖ͨू߹஌·ͰͷಓͷΓ
    -W
    -W
    -W
    ू·ͬͯͳ͍஌
    ू·Γ࢝Ίͨ஌
    ू߹஌

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  23. ू߹஌ͱͯ͠ػೳ͢ΔΑ͏ʹͳ͖ͬͯͨ
    w Ϩʔεऴྃޙ΋౤ߘ͸ଓ͘
    ௿͘ͳͬͨ౤ߘϋʔυϧ
    ౤ߘ͢Δͱ୭͔͕൓Ԡͯ͘͠ΕΔ
    શһࢀՃͷࣾ಺ͷจԽʹ
    ಈࢺͷ஀ੜ
    ‣ ʮ5BNFͬͱ͍ͯʯ
    ‣ ʮ5BNFΓ·ͨ͠ʯ
    w هࣄ͕ॆ࣮͠ɺۀ຿ʹ໾ཱͭΑ͏ʹʂ

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  24. ͕͔ͩ͠͠
    w ࣗ෼ͷ࣋ͯΔ஌ࣝ

    ɹɹࣗ෼ͷ஌ࣝ5BNFMͷ஌ࣝ
    w Ξ΢τϓοτʹ΋ݶք͕ʜ
    w ݴޠԽ͠ʹ͍͘஌ࣝ΋

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  25. ੜ͖ͨू߹஌·ͰͷಓͷΓ
    -W
    -W
    -W
    -W
    ू·ͬͯͳ͍஌
    ू·Γ࢝Ίͨ஌
    ू߹஌
    ੜ͖ͨू߹஌

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  26. -Wੜ͖ͨू߹஌
    ஥ؒͷ
    ஌ࣝΠϯσοΫε

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  27. -Wੜ͖ͨू߹஌
    ஥ؒͷ
    ஌ࣝΠϯσοΫε

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  28. -Wੜ͖ͨू߹஌
    w ͓ޓ͍ͷ஌ࣝɾڵຯ͕ݟ͑ͯ͘Δ
    ద੾ͳ૬ஊ૬ख͕෼͔Δ
    w 5BNFMʹͳ͚Ε͹ਓؒʹฉ͚͹͍͍͡Όͳ͍
    ਓ͕ؒ࠷ڧͷΠϯλʔϑΣʔε
    w ࣗ෼ͷ࣋ͯΔ஌ࣝ૊৫શମͷ஌ࣝ

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  29. ͕͔ͩ͠͠
    w ਓʹฉ͍ͯղܾͯ͠΋ܗʹ࢒Βͳ͍
    ͦͷਓ͕͍ͳ͘ͳͬͨΒʜ
    w ৽͍͠஌ࣝΛऔΓࠐΉػߏ͕ͳ͍
    ֤ਓ͕zࠓz͍࣋ͬͯΔ஌ࣝΛ࠷େݶ׆༻͢Δ

    ػߏʹա͗ͳ͍

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  30. ੜ͖ͨू߹஌·ͰͷಓͷΓ
    -W
    -W
    -W
    -W
    ू·ͬͯͳ͍஌
    ू·Γ࢝Ίͨ஌
    ू߹஌
    ੜ͖ͨू߹஌
    -W ੜ͖ੜ͖ͨ͠ू߹஌

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  31. -Wੜ͖ੜ͖ͨ͠ू߹஌
    "*
    1)1
    3VCZ
    4FSWFSMFTT
    #MPDLDIBJO

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  32. -Wੜ͖ੜ͖ͨ͠ू߹஌
    w ෼໺͝ͱʹెౘΛ૊Έ࢝ΊΔ
    ϓνࣾ಺ษڧձ
    4MBDLνϟϯωϧ
    w ৽͍ٕ͠ज़͕ࣾ಺ʹఆண͠΍͍͢
    Ϟνϕʔγϣϯ͕ଓ͖΍͍͢
    ࣾ಺ͰͷࢢຽݖΛಘ΍͍͢
    w ਓ͕͍ͳ͘ͳͬͯ΋ ൺֱత
    ই͕ઙ͍
    5BNFMʹແ͍஌ࣝ΋ࣗવͱڞ༗͞Ε͍ͯ͘

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  33. -Wੜ͖ੜ͖ͨ͠ू߹஌
    ͳΜ͔ͩ୭͔͕
    ஌ͬͯΔؾ͕͢Δʂ
    ͱ͍͏ಾͷ৴པײɻ

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  34. ͜͜·Ͱͷ࿩
    ࠷ॳʹϒʔετͤͨ͞Β
    ֤ਓ͕ࢥ͍ࢥ͍ʹಈ͍ͯ
    ͜͏ͳΓ·ͨ͠ʂ

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  35. ࠷ॳʹϒʔετͤͨ͞Β
    ֤ਓ͕ࢥ͍ࢥ͍ʹಈ͍ͯ
    ͜͏ͳΓ·ͨ͠ʂ
    ͜͜·Ͱͷ࿩

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  36. ͔͜͜Βͷ࿩
    ͜ͷঢ়گΛੜΈग़ͨ͠
    ౔୆͕͋Δ͸ͣ

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  37. ू߹஌Λࢧ͑Δ౔୆
    'VTJDͷ৴৚

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  38. 'VTJDͷ৴৚
    wಇ͘ਓ͕ΠΩΠΩͱ͍ͯ͠Δ
    wσΩΔਓʹͳΔ
    wͱ͜ͱΜಇ͖ɺͱ͜ͱΜ༡Ϳ
    wઑΔ
    wৗʹЋΛߟ͑Δ
    w଎͘
    wશྗͰ΍Δ
    wఘΊ͕ѱ͍
    w΋ͯͳ͠ͷ৺
    wࣾձʹ໾ཱͭ࢓ࣄΛ͢Δ
    w΍ΒͣޙչΑΓɺ΍ͬͯޙչ
    wνϟϯε͸ฏ౳Ͱ͋Δ
    wҰྲྀͷಓ۩ͱ؀ڥʹͩ͜ΘΔ
    wڅྉͷߴ͍ձࣾʹ͢Δ
    w͓٬༷ͷإ͕ݟ͑Δ࢓ࣄΛ͢Δ
    w༗໊ʹͳΔ
    wզʑ͸νʔϜͰ͋Δ
    wউͪଓ͚Δ
    w༡ͼ৺Λ๨Εͳ͍
    w࠷ޙ͸স͏

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  39. զʑ͸νʔϜͰ͋Δ
    w ໰୊WTνʔϜ
    ਓΛ߈ܸ͠ͳ͍
    ৺ཧత҆શੑ
    ‣ ؾܰʹ৘ใڞ༗͢Δ
    ‣ ؾܰʹฉ͘͠ɺؾܰʹ౴͑Δ
    ΈΜͳͰڠྗͯ͠ྑ͍ͯ͘͘͠
    w Ͱ΋ɺڵຯɾ΍ͬͯΔ͜ͱ͸όϥόϥ

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  40. ϒʔεग़ల
    ͯ͠·͢
    'VTJDͷ৴৚
    Λ࢖ͬͯ൒ظ͝ͱʹ͓ޓ͍ʹϑΟʔυόοΫ

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  41. ଟ༷ͳਓࡐ
    'VTJDͷ৴৚
    ଟ༷ͳਓࡐ
    ݐஙઃඋɺ൒ಋମɺ૊ΈࠐΈɺ

    ήʔϜɺԽֶɺۚଐɺ౔੕ɺ

    ϝσΟΞΞʔτɺࣗӴୂɺ

    ΞΠυϧɺ֎ࠃ੶ɺFUD

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  42. ٕज़બ୒ͷࣗ༝
    'VTJDͷ৴৚
    ଟ༷ͳਓࡐ
    ٕज़બ୒ͷ
    ࣗ༝
    ϓϩδΣΫτʹ࢖͏ٕज़ͷબ୒ݖ͸

    ୲౰ऀ͕࣋ͭʢ੹೚΋ʣ

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  43. ։ൃ߹॓
    'VTJDͷ৴৚
    ଟ༷ͳਓࡐ
    ٕज़બ୒ͷ
    ࣗ༝
    ։ൃ߹॓
    ձࣾΛඈͼग़͠ɺීஈͷۀ຿ͱ͸

    ؔ܎ͷͳ͍ٕज़ʹ৮ΕΔ߹॓

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  44. Θ͘Θ͘අ༻
    'VTJDͷ৴৚
    ଟ༷ͳਓࡐ
    ٕज़બ୒ͷ
    ࣗ༝
    ։ൃ߹॓ Θ͘Θ͘අ༻
    Θ͘Θ͘͢Δٕज़ʹνϟϨϯδ͢Δࡍɺ

    ඞཁͳσόΠεͳͲΛձࣾͰߪೖ
    ༧ࢉ͸ ԁ೥ʂʂ

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  45. ΧϯϑΝϨϯεࢀՃࢧԉ
    'VTJDͷ৴৚
    ଟ༷ͳਓࡐ
    ٕज़બ୒ͷ
    ࣗ༝
    ։ൃ߹॓ Θ͘Θ͘අ༻
    ΧϯϑΝϨϯε
    ࢀՃࢧԉ
    ΧϯϑΝϨϯεʹۀ຿ͱͯ͠ࢀՃՄೳ
    ަ௨॓ധඅ΋ձ͔ࣾΒग़Δʂ

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  46. ॻ੶ߪೖࢧԉ
    'VTJDͷ৴৚
    ଟ༷ͳਓࡐ
    ٕज़બ୒ͷ
    ࣗ༝
    ։ൃ߹॓ Θ͘Θ͘අ༻
    ΧϯϑΝϨϯε
    ࢀՃࢧԉ
    ॻ੶ߪೖࢧԉ
    ٕज़ॻΛ͸͡ΊɺϏδωεॻશൠ΍

    ࢿྉͱͳΔॻ੶ΛձࣾͰߪೖ

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  47. Ͱ͖·ͨ͠ʂ
    'VTJDͷ৴৚
    ଟ༷ͳਓࡐ
    ٕज़બ୒ͷ
    ࣗ༝
    ։ൃ߹॓ Θ͘Θ͘අ༻
    ΧϯϑΝϨϯε
    ࢀՃࢧԉ
    ॻ੶ߪೖࢧԉ
    ͞·͟·ͳ஌ࣝ
    ͞·͟·ͳࢹ఺

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  48. ͜Ε͔Β
    w ٕज़తͳ஌ࣝʹؔͯ͠͸͍͍ײ͡
    w ϓϩδΣΫτਐߦͷ஌ݟ͸΋͏Ұา΄͍͠ʂ
    b৽ଔ0+5
    ϓϩδΣΫτͷৼΓฦΓ஌ݟڞ༗γεςϜ
    ׬੒ˠӡ༻ޙʹͲ͔͜Ͱ͓࿩Ͱ͖Ε͹ʂ

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  49. ·ͱΊ
    ̍ຊͣͭΑΓ
    ̏ຊ·ͱΊͨ΄͏͕
    ͭΑ͍Α

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  50. ͝ਗ਼ௌ͋Γ͕ͱ͏͍͟͝·ͨ͠ʂ
    ࣾһ͸͍ͭͰ΋ืूதʂ

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