Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Sign up for free
Menu
Search
Features
All features
Private URLs
Password Protection
Custom URLS
Scheduled publishing
Remove Branding
Restrict embedding
Deck Collections
Notes
Features
All features
Private URLs
Password Protection
Custom URLS
Scheduled publishing
Remove Branding
Restrict embedding
Deck Collections
Notes
Explore
Featured decks
Featured speakers
Programming
Technology
Storyboards
Explore
Featured decks
Featured speakers
Programming
Technology
Storyboards
Pricing
Search
Sign in
Sign up for free
「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」
Search
Yuichi Yazaki
August 22, 2016
Research
560
0
Share
Embed
Copy iframe code
Copy JS code
Copy link
Start on current slide
「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
More Decks by Yuichi Yazaki
See All by Yuichi Yazaki
Data visualization to expand your skills as a creator
n1n9
0
420
世界の行政機関 情報可視化 事例
n1n9
0
2.4k
コロナ禍におけるデータ可視化
n1n9
2
260
発信者主体の情報可視化作品作りにおけるスケッチの行い方考察
n1n9
2
870
残された我々のための「データ・ヒューマニティ」
n1n9
6
2k
Open Data Day logo generator
n1n9
0
380
データビジュアライゼーション講習のご案内
n1n9
0
460
IxDA Tokyo #3 Community Talk: Dissolving boundaries, building connections.
n1n9
0
1.3k
ハッカーズチャンプルー2017「データ・ビジュアライゼーションによる 地域や社会との関わり方」
n1n9
0
1.3k
Other Decks in Research
See All in Research
Evaluating LLM Reliability Across Facts, Evidence, and Cultures
yukiar
0
220
Empreinte carbone des ovins : une approche globale (technique, économique, environnementale) – 4 années de résultats avec LIFE GREEN SHEEP
institutdelelevage
PRO
0
140
Visual SLAM未来予測 / Future Prediction in Visual SLAM
koide3
1
1.3k
ハードウェア研究で国際トップ会議を目指す!IROS 2027での論文採択を目指して
ayatokanada
7
4.1k
Vers un système bovin allaitant multiperformant :leviers actionnés et trajectoire de réduction de l'empreinte carbone à travers 4 années d'expérimentation à FERM'INOV
institutdelelevage
PRO
0
130
MIRU2026 チュートリアル講演2:三次元データ処理の動向
nnchiba
8
5.5k
フィジカルAIの社会実装に向けて -AIエージェントからAgentic Roboticsへ-
hf149
1
2.6k
PHTalks Bengaluru - SSRF When All Else Fails
dk999
0
1.2k
量子サマースクール2026「量子計算機アーキテクチャ分野の概観」
youten622
1
1k
論文紹介: Understanding Epistemic Language with a Language-augmented Bayesian Theory of Mind
hisaokatsumi
0
210
SPACE 2026 - Renforcer l’attractivité des métiers des productions animales dans les établissements d'enseignement agricole
institutdelelevage
PRO
0
110
[webinaire du Ciirpo] Agnelages plein air : des éleveurs partagent leurs pratiques
institutdelelevage
PRO
0
290
Featured
See All Featured
svc-hook: hooking system calls on ARM64 by binary rewriting
retrage
2
660
Organizational Design Perspectives: An Ontology of Organizational Design Elements
kimpetersen
PRO
1
870
Navigating Weather and Climate Data
rabernat
0
570
Balancing Empowerment & Direction
lara
6
1.4k
コードの90%をAIが書く世界で何が待っているのか / What awaits us in a world where 90% of the code is written by AI
rkaga
63
47k
Abbi's Birthday
coloredviolet
4
11k
SEO in 2025: How to Prepare for the Future of Search
ipullrank
3
3.9k
The Director’s Chair: Orchestrating AI for Truly Effective Learning
tmiket
1
340
Building a Scalable Design System with Sketch
lauravandoore
464
34k
DevOps and Value Stream Thinking: Enabling flow, efficiency and business value
helenjbeal
2
420
Speed Design
sergeychernyshev
33
2.2k
Darren the Foodie - Storyboard
khoart
PRO
4
4.1k
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
IUUQIPJLVFONBQDPEFGPSUPLZP 5PLZPอҭԂϚοϓЌ൛
IUUQTXXXGBDFCPPLDPNFWFOUT BDUJWF@UBCQPTUT σʔλ͔ΒอҭԂΛߟ͑Δ$JWJD)BDL/JHIU5PLZP
w อҭ࢜ɺอҭॴɺػࣇಐɺอҭॴͷӡӦऀͱ͍͏ͦ ΕͧΕʹ͍ͭͯɺϚΫϩͳࢹ͔ΒͷσʔλΛ֓؍ɻ IUUQTTQFBLFSEFDLDPNDPEFGPSUPLZPEFUBLBSBCBPZVZVBOXPLBPFSV σʔλ͔ΒอҭԂΛߟ͑Δ$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
None