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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」
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Yuichi Yazaki
August 22, 2016
Research
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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」
Yuichi Yazaki
August 22, 2016
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Transcript
ΞʔόϯσʔλνϟϨϯδ!ೆ ςʔϚʮެڞࢪઃʯ ࡚༟Ұ ʮσʔλϏδϡΞϥΠθʔγϣϯʹΑΔ ߹ҙܗͷ׆ੑԽʯ
ίϛϡχςΟ׆ಈ $PNNVOJUZ"DUJWJUJFT
σʔλɾϏδϡΞϥΠθʔ γϣϯɾδϟύϯ PWFSQFPQMF EFTJHOFS QSPHSBNNFS BOBMZ[FSKPVSOBMJTU 'BDFCPPLHSPVQ POMJOFEJTDVTTJPO NFFUVQIBOETPO GPVOEFS
PWFSQFPQMF EFTJHOFS QSPHSBNNFS KPVSOBMJTU MPDBMHPW QFPQMFDJUJ[FO 'BDFCPPLHSPVQ NFFUVQ XPSLTIPQIBOETPO GPVOEFS PWFSQFPQMF .FEJDBMEPNBJOQFPQMF EPDUPSBOBMZ[FS 'BDFCPPLHSPVQ POMJOFEJTDVTTJPONFFUVQ PSHBOJ[FUFBN ҩྍϏοάσʔλ ษڧձ PWFSQFPQMF KPVSOBMJTUEFTJHOFSQSPHSBNNFS XIPXPSLTGPSOFXTQBQFSDPNQBOZ 'BDFCPPLHSPVQ NFFUVQXPSLTIPQ PSHBOJ[FUFBN 0/"+BQBO ίʔυɾϑΥʔɾ τΩϣ BCPVUQFPQMF QSBDUJUJPOFSTPGJOGPHSBQIJDT HSBQIJD SFDPSEJOHEBUBWJTVBMJ[BUJPO 'BDFCPPLHSPVQ NFFUVQ PSHBOJ[FUFBN ΦʔϓϯɾσβΠϯɾ ϥϘ QIPUPCZBLJLPZBOB
࡞ .Z8PSLT
IUUQTUSVDUVSFBOESFQSFTFOUBUJPODPNXPSLTPEE ΦʔϓϯɾσʔλɾϩΰɾδΣωϨʔλ
IUUQXXXOILPSKQOFXTGVLVTIJNBXPSEDMPVE ݪൃࣄނආऀͷ
IUUQTUSVDUVSFBOESFQSFTFOUBUJPODPNXPSLTQSFGFDUVSBM.JHSBOUT ࡾେࢢݍͷਓͷྲྀΕ
ϫʔΫγϣοϓ 8PSLTIPQT
ࠃཱࠃձਤॻؗॳͷ σʔλɾϏδϡΞϥΠθʔγϣϯɾΠϕϯτ
ํ࣏ࣗମʹ·ͭΘΔσʔλ ࢀՃऀͷ࡞ IUUQMBCOEMHPKQDNT RWJTVBMJ[F
͘·Ϟϯόʔɾνϟʔτ IUUQTXXXGBDFCPPLDPNQIPUPQIQ GCJETFUBUZQFUIFBUFS
σʔλͰֆΛඳ͘ϫʔΫγϣοϓ IUUQTNUSMOFULZPUPFWFOUT@EBUFESBXJOHXPSLTIPQ
σʔλɾϏδϡΞϥΠθʔγϣϯͱʁ What is Data Visualization?
w ΠϯϑΥάϥϑΟοΫεʢྫɿάϥϑɺԁά ϥϑͳͲʜʣʹ͍͚ۙͲɺϒϥβ্Ͱಈతʹ ಈ͘ɻ w ಈָ͍͍͚ͯͩ͠͡Όͳ͘ɺใͷΓऔΓํ ΛݟΔਓ͕બΔɻ w ༰Λࣗࣄʹ͢Δ͜ͱ͕Ͱ͖Δɻ w
ଟ༷ͳϞϊͷݟํΛఏڙͰ͖Δɻ
ίϯϐϡʔλʹཧղ͠ ͍͕͢ɺਓؒೝ ͮ͠Β͍ ਓؒͷೝೳྗʹ͋Θͤ ͯநԽ͠ɺ୯ͳΔࣈ Ͱͳ͘ɺҙຯ͋Δใ ʹมԽͤ͞Δ ใ͔ΒͳΔ΄ͲϙΠϯ τΛݟ͚ͭɺࣗ͝ͱԽ ͢Δ
ͳΔ΄Ͳʂ σʔλ ՄࢹԽ ڞײ σʔλˠՄࢹԽˠڞײ
ίʔυɾϑΥʔɾτΩϣͰͷࣄྫ "DUJWJUJFTPG$PEF'PS5PLZP
ʮ৽͍͠୯ҐΛͭ͘Δʯ
࿑ಇྗʢ̢ࣈΧʔϒʣ IUUQXXXHFOEFSHPKQBCPVU@EBOKPXIJUFQBQFSI[FOUBJIUNMIPOQFOC@T@IUNM ߦ۠ Λࡉ͔͘ ͢Δ
w ͍ͭঁੑ͔Γ͚ͩͲஉੑͲ͏ͳͷʁ w ҬʹΑͬͯҧ͍ͳ͍ͷʁ ࢢ۠ொଜϨϕϧͰ ࿑ಇྗʢ̢ࣈΧʔϒʣ IUUQXXXHFOEFSHPKQBCPVU@EBOKPXIJUFQBQFSI[FOUBJIUNMIPOQFOC@T@IUNM ߦ۠ Λࡉ͔͘ ͢Δ
۠ɾੑผग़ͯ͠Έͨ IUUQXXXHFOEFSHPKQBCPVU@EBOKPXIJUFQBQFSI[FOUBJIUNMIPOQFOC@T@IUNM ߦ۠ Λࡉ͔͘ ͢Δ ࿑ಇྗʢ̢ࣈΧʔϒʣ
۠ɾੑผग़ͯ͠Έͨ IUUQXXXHFOEFSHPKQBCPVU@EBOKPXIJUFQBQFSI[FOUBJIUNMIPOQFOC@T@IUNM ߦ۠ Λࡉ͔͘ ͢Δ ࿑ಇྗʢ̢ࣈΧʔϒʣ
ேͷ௨ۈ࣌ؒͷஈ IUUQXXXHFOEFSHPKQBCPVU@EBOKPXIJUFQBQFSI[FOUBJIUNMIPOQFOC@T@IUNM ೋͭͷࢦ ඪͷׂΓ ࢉ ࿑ಇྗʢ̢ࣈΧʔϒʣ IUUQTESJWFHPPHMFDPNpMFE#US-#(+L;8U&D5'+4E[0).WJFX IUUQTEPDTHPPHMFDPNTQSFBETIFFUTEH44WP2J9/27'E5NVC#N;S-#J/@P7NK4;CF"O1,42FEJU VTQTIBSJOH Ոฏۉʸ௨ۈ࣌ؒฏۉ
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w อҭ࢜ɺอҭॴɺػࣇಐɺอҭॴͷӡӦऀͱ͍͏ͦ ΕͧΕʹ͍ͭͯɺϚΫϩͳࢹ͔ΒͷσʔλΛ֓؍ɻ IUUQTTQFBLFSEFDLDPNDPEFGPSUPLZPEFUBLBSBCBPZVZVBOXPLBPFSV σʔλ͔ΒอҭԂΛߟ͑Δ$JWJD)BDL/JHIU5PLZP
IUUQXXXBNB[PODPKQEQ ʮষݩͰϫʔΫγϣοϓΛ։͜͏ʯΛ$PEF'PS5PLZPͰ୲
IUUQTSFTBTHPKQDBTF 3&4"4࣏ࣗମʹΑΔར׆༻ࣄྫू
΄͔ͷํͷࣄྫ 8PSLTCZ0UIFST
ΦϦϯϐοΫɾϝμϧͷଟ༷ͳݟํ IUUQTMBOEJOHHPPHMFDPNBMUNFEBMUBCMF
·ͱΊ $PODMVTJPO
σʔλ৯ࡐɺՄࢹԽௐཧɻ w ΦʔϓϯσʔλͷՁʮܗࡁΈʯͷʮੜσʔλʯʹ͋Δɻ w σʔλͷՃͷํʹʮϞϊͷݟํʯؚ͕·Ε͍ͯΔɻ w Έ߹ΘͤɺׂΓࢉʹΑΔʮࢲͷʯࢦඪʹΑΔ৽͍͠Ձײͷ ൃݟɻ w શ͘ಉ͡σʔλ͔ΒͰʮௐཧʯͷํ৭ʑɻ
w ʮௐཧʯͷํʹΑͬͯɺਓ͕ड͚Δҹ͔ͳΓҟͳΔɻ
શମ࠷దͱݸਓ࠷దΛͭͳ͙ σʔλϏδϡΞϥΠθʔγϣϯ w ݸผ࠷దͷɻʮʯɻ w ݸਓͷࢹɻ ݸਓͷ՝ ࣾձͷ՝ w શମ࠷దͷɻʮʯɻ
w ߦͷࢹɻ౷ܭσʔλɻ w ʮΛݟͯΛݟͳ͍ʯ͔ΒʮΛݟͯݟΔʯ w ࣗҎ֎ͷʮʯΈΔ͜ͱͰɺࣗΛ٬؍ࢹͰ͖Δ w ෳͷ݅Λಉ࣌ʹൺֱ͢Δ͜ͱͰʮෳࡶܥʯͰ͋Δݱ࣮ ͷղΛ
՝ͷՄࢹԽͱղܾผͷͷ w ΰϛശΛ૿͢ w ΰϛྨํ๏ͷվળ w ίϯϏχͷಇ͖͔͚ w ऩूใΛΘ͔Γ͘͢· ͱΊΔ
w Մ೩ૉࡐͷ։ൃ׆༻ w ೩ͯ͠༗Ψεͷग़ͳ ͍ૉࡐͷ։ൃ ՝ͷղܾํ๏ ՝ͷՄࢹԽ w ΰϛശͷ͕গͳ͍ w Ͳͦ͜͜ͷΤϦΞͰΰϛ͕ ଟ͍ w Կʑͷछྨͷΰϛ͕ଟ͍ ྫɿΰϛ
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