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オープンデータが社会を変える 協創によるイノベーション Open Data & Innovation 朝日新聞社主催 シンポジウム January 16, 2014 石井 Hiroshi ISHII MIT Media Lab

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Page 1: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their

オープンデータが社会を変える

協創によるイノベーション

Open Data & Innovation

朝日新聞社主催 シンポジウム

January 16, 2014 �石井 裕

Hiroshi ISHIIMIT Media Lab

Page 2: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their

Tangible Bits CHI '97 paper citations in the Citeology by Autodesk Research

http://www.autodeskresearch.com/projects/citeology

“Impact”

Page 3: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their

Information Anxiety Richard S Wurman

�「情報選択の時代」リチャード・ワーマン

http://www.amazon.co.jp/情報選択の時代-リチャード・S-ワーマン/dp/4534016212

Page 4: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their

「情報選択の時代」リチャード・ワーマン http://www.amazon.co.jp/情報選択の時代-リチャード・S-ワーマン/dp/4534016212

Page 5: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their
Page 6: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their
Page 7: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their
Page 8: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their

COGNITIVE MACHINES GROUP�DEB ROY

Page 9: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their
Page 10: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their
Page 11: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their

36 month span�

230,000 hours�

150 Terabytes

Page 12: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their

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Page 13: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their
Page 14: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their
Page 15: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their

“mango”

Page 16: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their

“mango”

Page 17: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their

“mango”“bye”

Page 18: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their

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Page 19: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their
Page 20: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their

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Page 21: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their
Page 22: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their
Page 23: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their
Page 24: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their
Page 25: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their
Page 26: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their
Page 27: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their
Page 28: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their

Beyond Data, Toward Model & Future Our Body, Earth, and Universe

Page 29: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their

http://www.bubblews.com/news/1982922-one-human-genome

Human Genome

Page 30: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their

Aligning Humans and Mammals Ben Fry Sequences of human DNA aligned with about a dozen other mammals, created as an illustration for Seed Magazine. The data is from the Mammalian Genome Project at the Broad Institute. This is real alignment data, based on a more "functional" tool that browses this data. The upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their "evolutionary distance" from humans. First row after human is chimp, then rhesus macaque (rhesus monkey), elephant, dog, armadillo, cavia (basically a guinea pig), cow, and so on, down to monodelphis (opossum). Letters are colored when they differ from human, with Ts and As in red, Cs and Gs in blue.

http://benfry.com/infoseed/

Page 31: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their

isometricblocks Ben Fry�When comparing the genome of two different people, you'll see single letter changes (called SNPs, pronounced "snips") every few thousand letters. An interesting feaSNPs is that their ordering has distinct patterns, where sets of consecutive changes are most often found together. There are many methods for looking at this data, scombines several of them into a single visual display. The project is described in greater detail in my dissertation, starting in chapter four.

Page 32: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their

isometricblocks Ben Fry�When comparing the genome of two different people, you'll see single letter changes (called SNPs, pronounced "snips") every few thousand letters. An interesting feaSNPs is that their ordering has distinct patterns, where sets of consecutive changes are most often found together. There are many methods for looking at this data, scombines several of them into a single visual display. The project is described in greater detail in my dissertation, starting in chapter four.

Page 33: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their

isometricblocks Ben Fry�When comparing the genome of two different people, you'll see single letter changes (called SNPs, pronounced "snips") every few thousand letters. An interesting feaSNPs is that their ordering has distinct patterns, where sets of consecutive changes are most often found together. There are many methods for looking at this data, scombines several of them into a single visual display. The project is described in greater detail in my dissertation, starting in chapter four.

Page 34: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their
Page 35: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their

http://www.lib.utexas.edu/maps/world_maps/world_physical_2012.pdf

Visualization of Earth

Page 36: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their

http://www.lib.utexas.edu/maps/world_maps/world_pol_2012.pdf

Visualization of Earth

Page 37: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their

http://io9.com/buckminster-fullers-dymaxion-map-reveals-the-near-cont-461490890

Buckminster Fuller's Dymaxion map reveals the near-contiguity of Earth's continents

Visualization of Earth

Page 38: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their

Map projections warp our understanding of geography1921 publication Elements in Map Projection

http://io9.com/this-is-how-map-projections-warp-your-understanding-of-1499317119 https://archive.org/stream/cu31924003898271#page/n56/mode/1up

Page 39: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their

http://io9.com/heres-what-pangea-looks-like-mapped-with-modern-politi-509812695

What Pangea looks like mapped with modern political bordersAlfred Wegener's theory of continental drift (1915)

Page 40: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their

The Limits to Growth�Club of Rome�

System Dynamics

http://en.wikipedia.org/wiki/The_Limits_to_Growth http://en.wikipedia.org/wiki/Club_of_Rome

http://en.wikipedia.org/wiki/System_dynamics http://www.udel.edu/johnmack/frec324/pix/limits_to_growth_global_model.png

Page 41: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their

System Dynamics

http://en.wikipedia.org/wiki/System_dynamics http://www.udel.edu/johnmack/frec324/pix/limits_to_growth_global_model.png

Page 42: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their

Astronomical Observation

http://www.almaobservatory.org/en/visuals/images/?g2_itemId=4603

Page 43: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their

http://www.starimager.com/secondary%20pages/about%20dave%20pages/Messier%20Data%20Sheet.htm

http://www.starimager.com/secondary%20pages/about%20dave%20pages/Double%20Star%20Data%20Sheet_Basic.htm

Observation Data

Page 44: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their

Science: Observation ► Theories ► Prediction 科学:観察 ▷ 現象解明 ► 理論 ► 予測 / 仮説検証

Nicolaus Copernicus コペルニクス

Heliocéntric System  太陽中心説(地動説) 

Page 45: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their

Science: Observation ► Theories ► Prediction 科学:観察 ▷ 現象解明 ► 理論 ► 予測 / 仮説検証

Data ▷ Analytics ► Theories/Models

Data Analytics & Visualization Modeling & Simulation

Page 46: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their

http://www.nytimes.com/interactive/2011/03/12/world/asia/20110312_japan.html?ref=asia#50

Page 47: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their

http://www.nytimes.com/interactive/2011/03/12/world/asia/20110312_japan.html?ref=asia#68

Page 48: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their

http://www.hongkiat.com/blog/world-of-twitter-mosaic-twitter-wallpapers/

#prayforjapan Japan earthquake unleashes prayer Tweets

Page 49: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their
Page 50: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their
Page 51: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their

Google Crisis Response

http://www.google.com/crisisresponse/

Page 52: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their

Google Crisis Response

http://www.google.com/crisisresponse/

Page 53: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their

http://www.nytimes.com/interactive/2011/03/12/world/asia/20110312_japan.html?ref=asia#139

Page 54: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their

Evacuees Roster shared using photo sharing site Picasa

http://googlejapan.blogspot.com/2011/03/blog-post_14.html

Page 55: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their

https://picasaweb.google.com/tohoku.anpi

Evacuees Roster shared using photo sharing site Picasa

Page 56: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their

Crowd Sourcing Transcriptions to make Roster Information Searchable by Person Finder

http://googlejapan.blogspot.com/2011/03/blog-post_14.html

Page 57: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their

Crowd Sourcing Transcriptions to make Information Searchable

https://picasaweb.google.com/tohoku.anpi

Page 58: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their

Google Crisis Response: Person Finder

http://japan.person-finder.appspot.com/

Page 59: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their
Page 60: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their
Page 61: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their

http://haiti.ushahidi.com/

Page 62: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their

http://blog.ushahidi.com/index.php/2011/03/16/crisis-mapping-japans-earthquake-and-how-you-can-help/

Page 63: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their

http://blog.safecast.org/maps/

Page 64: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their

http://map.safecast.org/map/139.5958219500509,34.767448518418135,7

Safecast

Page 65: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their

http://blog.safecast.org/2013/09/alternate-vis/

Safecast

Page 66: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their

Anthony DeVincenzi & Samuel Luescher

Page 67: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their

180K Earthquakes

Page 68: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their

Different views

Page 69: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their

Time dimension

Page 70: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their

Nuclear Reactors

Page 71: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their

Japan

Page 72: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their

Safecast Radiation Data

Page 73: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their

Expose data

Fukushima Daiichi Nuclear Power Plant

Page 74: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their

Coastal flooding

Page 75: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their

Traffic results information of Japan Earthquake | A mashup with data from TOYOTA http://shinsai.mapping.jp

Page 76: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their

東日本大震災アーカイブThe East Japan Earthquake Archive

Page 77: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their

Project @Hayano 放射性ヨウ素拡散シミュレーションのマッシュアップ 東京大学 Prof. 早野龍五 & 首都大学東京 Prof. 渡邉英徳 Collaboration

http://speedi.mapping.jp

Page 78: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their

データを紡いで社会につなぐ デジタルアーカイブのつくり方 (講談社現代新書)

渡邉英徳 (著)

http://www.amazon.co.jp/データを紡いで社会につなぐ%E3%80%80デジタルアーカイブのつくり方-講談社現代新書-渡邉英徳-ebook/dp/B00GMYJKE0/

ref=sr_1_1?ie=UTF8&qid=1389820828&sr=8-1&keywords=データを紡いで社会につなぐ

Page 79: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their

http://www.nytimes.com/interactive/2011/03/12/world/asia/20110312_japan.html?ref=asia#166

1. Open Information 2. Crowd Sourcing 3. Mashup & Curation 4. Resilient Market of Supply & Demand

Page 80: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their

http://www.nytimes.com/interactive/2011/03/12/world/asia/20110312_japan.html?ref=asia#166

Resilient World

Page 81: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their
Page 82: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their

4原発、30キロ圏外も避難線量 全原発の拡散予測公表 朝日新聞デジタル http://www.asahi.com/special/energy/TKY201210240130.html

Page 83: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their

http://www.asahi.com/special/saigaishi/jishinkasai/

地震火災の恐怖

http://www.amazon.co.jp/exec/obidos/ASIN/4022510609/asahicom-book-22

Page 84: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their

大震災での被災者の動き http://www.asahi.com/special/saigaishi/koikihinan/

Page 85: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their

インフラリスク http://www.asahi.com/special/saigai_infra/

Page 86: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their

http://www.asahi.com/special/syutochoka/

Page 87: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their

http://www.asahi.com/special/nankai_trough/

Page 88: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their

http://www.nytimes.com/interactive/2011/03/12/world/asia/20110312_japan.html?ref=asia#166

Page 89: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their

http://www.nytimes.com/interactive/2011/03/12/world/asia/20110312_japan.html?ref=asia#166未曾有

Page 90: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their

「此処より下に家を建てるな」

大津浪記念碑Do not build your homes below this point

Page 91: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their

http://www.nytimes.com/interactive/2011/03/12/world/asia/20110312_japan.html?ref=asia#166@ishii_mit

風化した石碑『大津浪記念碑』に刻み込まれた1896/1933年の三陸大津波を生き延びた先人たちの智慧。『高き住居(すまい)は児孫(こまご)に和楽(わらく)、想へ(おもえ)惨禍(さんか)の大津浪(おおつなみ)、此処(ここ)より下に 家を建てるな。』

oblivion

Page 92: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their

http://www.nytimes.com/interactive/2011/03/12/world/asia/20110312_japan.html?ref=asia#166@ishii_mit

『想定外』という弁明の愚。震災の痛恨の教訓。

『人間が歴史から学んだことは、

 歴史から何も学んでないということだ』

 Winston Churchill  

unprecedented

Page 93: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their

http://www.nytimes.com/interactive/2011/03/12/world/asia/20110312_japan.html?ref=asia#166

Page 94: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their
Page 95: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their
Page 96: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their

永訣の朝 The Last Farewell

Page 97: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their
Page 98: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their
Page 99: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their
Page 100: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their
Page 101: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their
Page 102: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their
Page 103: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their
Page 104: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their

http://www.nytimes.com/interactive/2011/03/12/world/asia/20110312_japan.html?ref=asia#166

Page 105: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their

http://www.nytimes.com/interactive/2011/03/12/world/asia/20110312_japan.html?ref=asia#166

Resilient World� 回復力

Collective �

Intelligence  � 集合知�

Memory �雲海永遠記憶

Page 106: Open Data & InnovationThe upper image is the final, and the lower image is an alternate. In each block, the top (white) row is human DNA, additional rows are ordered roughly in their

Thanks!

朝日新聞社主催 シンポジウム

January 16, 2014 �石井 裕

Hiroshi ISHII MIT Media Lab