Fusic n本の矢 ~生きた集合知の作り方~

by Keita Mohri

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'VTJDOຊͷ໼ʙੜ͖ͨू߹஌ͷ࡞Γํʙ 1)1ΧϯϑΝϨϯε෱Ԭϓϥνφεϙϯαʔηογϣϯ גࣜձࣾ'VTJDໟརܒଠ

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

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ࣗࣾαʔϏε

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

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

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ͳΜͰ΋ ΍Γ·͢ʂ

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

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ͱ͜Ζ͕Ͳ͍ͬ͜ ૑ۀ೥໨ ӈݞ্͕ΓͰ੒௕தʂ

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Ұମͳͥʜ

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ࡾຊͷ໼ ̍ຊͣͭΑΓ ̏ຊ·ͱΊͨ΄͏͕ ͭΑ͍Α

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'VTJDͷϙςϯγϟϧ 15ŹŪūž 45ਓ

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

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ੜ͖ͨू߹஌·ͰͷಓͷΓ -W ू·͍ͬͯͳ͍஌

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-Wू·͍ͬͯͳ͍஌ ʜ ʜ ʜ ʜ ʜ

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

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ੜ͖ͨू߹஌·ͰͷಓͷΓ -W -W ू·ͬͯͳ͍஌ ू·Γ࢝Ίͨ஌

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b৽ଔ0+5

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͜Μͳײ͡ 2JJUB5FBNͱ͔FTBJPతͳϠπ

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-Wू·Γ࢝Ίͨ஌

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-Wू·Γ࢝Ίͨ஌ ࠷ॳͷϲ݄Ͱهࣄ ౰࣌ͷࣾһ਺ͪΐͬͱ

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

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ʮԿͰ΋͍͍ʯͷ݁ՌͷҰ୺ ׂํ͸ٕज़తͳهࣄ͚ͩͲɺ ͜͏͍͏ͷ͕ग़͖ͯͨͷ͕ϙΠϯτ☝

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

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

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-Wू߹஌

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

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

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

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-Wੜ͖ͨू߹஌ ஥ؒͷ ஌ࣝΠϯσοΫε

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-Wੜ͖ͨू߹஌ ஥ؒͷ ஌ࣝΠϯσοΫε

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

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

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

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

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

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-Wੜ͖ੜ͖ͨ͠ू߹஌ ͳΜ͔ͩ୭͔͕ ஌ͬͯΔؾ͕͢Δʂ ͱ͍͏ಾͷ৴པײɻ

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͜͜·Ͱͷ࿩ ࠷ॳʹϒʔετͤͨ͞Β ֤ਓ͕ࢥ͍ࢥ͍ʹಈ͍ͯ ͜͏ͳΓ·ͨ͠ʂ

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࠷ॳʹϒʔετͤͨ͞Β ֤ਓ͕ࢥ͍ࢥ͍ʹಈ͍ͯ ͜͏ͳΓ·ͨ͠ʂ ͜͜·Ͱͷ࿩

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͔͜͜Βͷ࿩ ͜ͷঢ়گΛੜΈग़ͨ͠ ౔୆͕͋Δ͸ͣ

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ू߹஌Λࢧ͑Δ౔୆ 'VTJDͷ৴৚

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

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ϒʔεग़ల ͯ͠·͢ 'VTJDͷ৴৚ Λ࢖ͬͯ൒ظ͝ͱʹ͓ޓ͍ʹϑΟʔυόοΫ

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ଟ༷ͳਓࡐ 'VTJDͷ৴৚ ଟ༷ͳਓࡐ ݐஙઃඋɺ൒ಋମɺ૊ΈࠐΈɺ  ήʔϜɺԽֶɺۚଐɺ౔੕ɺ  ϝσΟΞΞʔτɺࣗӴୂɺ  ΞΠυϧɺ֎ࠃ੶ɺFUD

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ٕज़બ୒ͷࣗ༝ 'VTJDͷ৴৚ ଟ༷ͳਓࡐ ٕज़બ୒ͷ ࣗ༝ ϓϩδΣΫτʹ࢖͏ٕज़ͷબ୒ݖ͸  ୲౰ऀ͕࣋ͭʢ੹೚΋ʣ

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։ൃ߹॓ 'VTJDͷ৴৚ ଟ༷ͳਓࡐ ٕज़બ୒ͷ ࣗ༝ ։ൃ߹॓ ձࣾΛඈͼग़͠ɺීஈͷۀ຿ͱ͸  ؔ܎ͷͳ͍ٕज़ʹ৮ΕΔ߹॓

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Θ͘Θ͘අ༻ 'VTJDͷ৴৚ ଟ༷ͳਓࡐ ٕज़બ୒ͷ ࣗ༝ ։ൃ߹॓ Θ͘Θ͘අ༻ Θ͘Θ͘͢Δٕज़ʹνϟϨϯδ͢Δࡍɺ  ඞཁͳσόΠεͳͲΛձࣾͰߪೖ ༧ࢉ͸ ԁ೥ʂʂ

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

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

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

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͜Ε͔Β

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