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「データビジュアライゼーションによる合意形成の活性化」

 「データビジュアライゼーションによる合意形成の活性化」

Yuichi Yazaki

August 22, 2016
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  1. ΞʔόϯσʔλνϟϨϯδ!ೆ౑
    ςʔϚʮެڞࢪઃʯ
    ໼࡚༟Ұ
    ʮσʔλϏδϡΞϥΠθʔγϣϯʹΑΔ
    ߹ҙܗ੒ͷ׆ੑԽʯ

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  2. ίϛϡχςΟ׆ಈ
    $PNNVOJUZ"DUJWJUJFT

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  3. σʔλɾϏδϡΞϥΠθʔ
    γϣϯɾδϟύϯ
    PWFSQFPQMF
    EFTJHOFS QSPHSBNNFS BOBMZ[FSKPVSOBMJTU
    'BDFCPPLHSPVQ
    POMJOFEJTDVTTJPO NFFUVQIBOETPO
    GPVOEFS
    PWFSQFPQMF
    EFTJHOFS QSPHSBNNFS KPVSOBMJTU MPDBMHPW
    QFPQMFDJUJ[FO
    'BDFCPPLHSPVQ
    NFFUVQ XPSLTIPQIBOETPO
    GPVOEFS
    PWFSQFPQMF
    .FEJDBMEPNBJOQFPQMF EPDUPSBOBMZ[FS
    'BDFCPPLHSPVQ
    POMJOFEJTDVTTJPONFFUVQ
    PSHBOJ[FUFBN
    ҩྍϏοάσʔλ
    ษڧձ
    PWFSQFPQMF
    KPVSOBMJTUEFTJHOFSQSPHSBNNFS
    XIPXPSLTGPSOFXTQBQFSDPNQBOZ
    'BDFCPPLHSPVQ
    NFFUVQXPSLTIPQ
    PSHBOJ[FUFBN
    0/"+BQBO
    ίʔυɾϑΥʔɾ
    τ΢Ωϣ΢
    BCPVUQFPQMF
    QSBDUJUJPOFSTPGJOGPHSBQIJDT HSBQIJD
    SFDPSEJOHEBUBWJTVBMJ[BUJPO
    'BDFCPPLHSPVQ
    NFFUVQ
    PSHBOJ[FUFBN
    ΦʔϓϯɾσβΠϯɾ
    ϥϘ
    QIPUPCZBLJLPZBOB

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  4. ࡞඼
    .Z8PSLT

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  5. IUUQTUSVDUVSFBOESFQSFTFOUBUJPODPNXPSLTPEE
    ΦʔϓϯɾσʔλɾϩΰɾδΣωϨʔλ

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  6. IUUQXXXOILPSKQOFXTGVLVTIJNBXPSEDMPVE
    ݪൃࣄނආ೉ऀͷ੠

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  7. IUUQTUSVDUVSFBOESFQSFTFOUBUJPODPNXPSLTQSFGFDUVSBM.JHSBOUT
    ࡾେ౎ࢢݍͷਓͷྲྀΕ

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  8. ϫʔΫγϣοϓ
    8PSLTIPQT

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  9. ࠃཱࠃձਤॻؗॳͷ
    σʔλɾϏδϡΞϥΠθʔγϣϯɾΠϕϯτ

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  10. ஍ํ࣏ࣗମʹ·ͭΘΔσʔλ
    ࢀՃऀͷ࡞඼
    IUUQMBCOEMHPKQDNT RWJTVBMJ[F

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  11. ͘·Ϟϯ౓όʔɾνϟʔτ
    IUUQTXXXGBDFCPPLDPNQIPUPQIQ GCJETFUBUZQFUIFBUFS

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  12. σʔλͰֆΛඳ͘ϫʔΫγϣοϓ
    IUUQTNUSMOFULZPUPFWFOUT@EBUFESBXJOHXPSLTIPQ

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  13. σʔλɾϏδϡΞϥΠθʔγϣϯͱ͸ʁ
    What is Data Visualization?

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  14. w ΠϯϑΥάϥϑΟοΫεʢྫɿ๮άϥϑɺԁά
    ϥϑͳͲʜʣʹ͍͚ۙͲɺϒϥ΢β্Ͱಈతʹ
    ಈ͘ɻ
    w ಈָ͍͍͚ͯͩ͠͡Όͳ͘ɺ৘ใͷ੾ΓऔΓํ
    ΛݟΔਓ͕બ΂Δɻ
    w ಺༰Λࣗ෼ࣄʹ͢Δ͜ͱ͕Ͱ͖Δɻ
    w ଟ༷ͳϞϊͷݟํΛఏڙͰ͖Δɻ

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  15. ίϯϐϡʔλʹ͸ཧղ͠
    ΍͍͕͢ɺਓؒ͸ೝ஌
    ͮ͠Β͍
    ਓؒͷೝ஌ೳྗʹ͋Θͤ
    ͯந৅Խ͠ɺ୯ͳΔ਺ࣈ
    Ͱ͸ͳ͘ɺҙຯ͋Δ৘ใ
    ʹมԽͤ͞Δ
    ৘ใ͔ΒͳΔ΄ͲϙΠϯ
    τΛݟ͚ͭɺࣗ෼͝ͱԽ
    ͢Δ
    ͳΔ΄Ͳʂ
    σʔλ ՄࢹԽ ڞײ
    σʔλˠՄࢹԽˠڞײ

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  16. ίʔυɾϑΥʔɾτ΢Ωϣ΢Ͱͷࣄྫ
    "DUJWJUJFTPG$PEF'PS5PLZP

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  17. ʮ৽͍͠୯ҐΛͭ͘Δʯ

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  18. ࿑ಇྗ཰ʢ̢ࣈΧʔϒʣ
    IUUQXXXHFOEFSHPKQBCPVU@EBOKPXIJUFQBQFSI[FOUBJIUNMIPOQFOC@T@IUNM
    ߦ੓۠෼
    Λࡉ͔͘
    ͢Δ

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  19. w ͍ͭ΋ঁੑ͹͔Γ͚ͩͲஉੑ͸Ͳ͏ͳͷʁ
    w ஍ҬʹΑͬͯҧ͍͸ͳ͍ͷʁ ࢢ۠ொଜϨϕϧͰ

    ࿑ಇྗ཰ʢ̢ࣈΧʔϒʣ
    IUUQXXXHFOEFSHPKQBCPVU@EBOKPXIJUFQBQFSI[FOUBJIUNMIPOQFOC@T@IUNM
    ߦ੓۠෼
    Λࡉ͔͘
    ͢Δ

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  20. ۠ɾੑผग़ͯ͠Έͨ
    IUUQXXXHFOEFSHPKQBCPVU@EBOKPXIJUFQBQFSI[FOUBJIUNMIPOQFOC@T@IUNM
    ߦ੓۠෼
    Λࡉ͔͘
    ͢Δ
    ࿑ಇྗ཰ʢ̢ࣈΧʔϒʣ

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  21. ۠ɾੑผग़ͯ͠Έͨ
    IUUQXXXHFOEFSHPKQBCPVU@EBOKPXIJUFQBQFSI[FOUBJIUNMIPOQFOC@T@IUNM
    ߦ੓۠෼
    Λࡉ͔͘
    ͢Δ
    ࿑ಇྗ཰ʢ̢ࣈΧʔϒʣ

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  22. ேͷ௨ۈ࣌ؒ෼ͷ஋ஈ
    IUUQXXXHFOEFSHPKQBCPVU@EBOKPXIJUFQBQFSI[FOUBJIUNMIPOQFOC@T@IUNM
    ೋͭͷࢦ
    ඪͷׂΓ

    ࿑ಇྗ཰ʢ̢ࣈΧʔϒʣ
    IUUQTESJWFHPPHMFDPNpMFE#US-#(+L;8U&D5'+4E[0).WJFX
    IUUQTEPDTHPPHMFDPNTQSFBETIFFUTEH44WP2J9/27'E5NVC#N;S-#J/@P7NK4;CF"O1,42FEJU VTQTIBSJOH
    Ո௞ฏۉʸ௨ۈ࣌ؒฏۉ

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  23. IUUQIPJLVFONBQDPEFGPSUPLZP
    5PLZPอҭԂϚοϓЌ൛

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  24. IUUQTXXXGBDFCPPLDPNFWFOUT BDUJWF@UBCQPTUT
    σʔλ͔ΒอҭԂΛߟ͑Δ$JWJD)BDL/JHIU5PLZP

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  25. w อҭ࢜ɺอҭॴɺ଴ػࣇಐɺอҭॴͷӡӦऀͱ͍͏ͦ
    ΕͧΕʹ͍ͭͯɺϚΫϩͳࢹ఺͔ΒͷσʔλΛ֓؍ɻ
    IUUQTTQFBLFSEFDLDPNDPEFGPSUPLZPEFUBLBSBCBPZVZVBOXPLBPFSV
    σʔλ͔ΒอҭԂΛߟ͑Δ$JWJD)BDL/JHIU5PLZP

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  26. IUUQXXXBNB[PODPKQEQ
    ʮষ஍ݩͰϫʔΫγϣοϓΛ։͜͏ʯΛ$PEF'PS5PLZPͰ୲౰

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  27. IUUQTSFTBTHPKQDBTF
    3&4"4࣏ࣗମʹΑΔར׆༻ࣄྫू

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  28. ΄͔ͷํͷࣄྫ
    8PSLTCZ0UIFST

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  29. ΦϦϯϐοΫɾϝμϧͷଟ༷ͳݟํ
    IUUQTMBOEJOHHPPHMFDPNBMUNFEBMUBCMF

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  30. ·ͱΊ
    $PODMVTJPO

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  31. σʔλ͸৯ࡐɺՄࢹԽ͸ௐཧɻ
    w ΦʔϓϯσʔλͷՁ஋͸ʮ੔ܗࡁΈʯͷʮੜσʔλʯʹ͋Δɻ
    w σʔλͷՃ޻ͷ࢓ํʹʮϞϊͷݟํʯؚ͕·Ε͍ͯΔɻ
    w ૊Έ߹ΘͤɺׂΓࢉʹΑΔʮࢲͷʯࢦඪʹΑΔ৽͍͠Ձ஋ײͷ
    ൃݟɻ
    w શ͘ಉ͡σʔλ͔ΒͰ΋ʮௐཧʯͷ࢓ํ͸৭ʑɻ
    w ʮௐཧʯͷ࢓ํʹΑͬͯɺਓ͕ड͚Δҹ৅͸͔ͳΓҟͳΔɻ

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  32. શମ࠷దͱݸਓ࠷దΛͭͳ͙
    σʔλϏδϡΞϥΠθʔγϣϯ
    w ݸผ࠷దͷ࿩ɻʮ໦ʯɻ
    w ݸਓͷࢹ఺ɻ
    ݸਓͷ՝୊
    ࣾձͷ՝୊
    w શମ࠷దͷ࿩ɻʮ৿ʯɻ
    w ߦ੓ͷࢹ఺ɻ౷ܭσʔλɻ
    w ʮ໦Λݟͯ৿Λݟͳ͍ʯ͔Βʮ໦Λݟͯ৿΋ݟΔʯ΁
    w ࣗ෼Ҏ֎ͷʮ໦ʯ΋ΈΔ͜ͱͰɺࣗ෼Λ٬؍ࢹͰ͖Δ
    w ෳ਺ͷ৚݅Λಉ࣌ʹൺֱ͢Δ͜ͱͰʮෳࡶܥʯͰ͋Δݱ࣮΁
    ͷղΛ

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  33. ՝୊ͷՄࢹԽͱղܾ͸ผͷ΋ͷ
    w ΰϛശΛ૿΍͢
    w ΰϛ෼ྨํ๏ͷվળ
    w ίϯϏχ΁ͷಇ͖͔͚
    w ऩू৘ใΛΘ͔Γ΍͘͢·
    ͱΊΔ
    w Մ೩ૉࡐͷ։ൃ΍׆༻
    w ೩΍ͯ͠΋༗֐Ψεͷग़ͳ
    ͍ૉࡐͷ։ൃ
    ՝୊ͷղܾํ๏
    ՝୊ͷՄࢹԽ
    w ΰϛശͷ਺͕গͳ͍
    w Ͳͦ͜͜ͷΤϦΞͰΰϛ͕
    ଟ͍
    w Կʑͷछྨͷΰϛ͕ଟ͍
    ྫɿΰϛ໰୊

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