Post on 17-Jul-2020
Die Zukunft der Datenvisualisierungin einer Welt künstlicher Intelligenz
Dr. Dominikus Baurhttps://do.minik.us
@dominikus
http://do.minik.us
http://2q17.de
http://www.sueddeutsche.de/digital/cebit‐it‐messe‐setzt‐auf‐big‐data‐1.1906777
https://bigdatapix.tumblr.com
BIG DATA? | MACHINE LEARNING?
BIG DATA? | MACHINE LEARNING?BIG DATA? | MACHINE LEARNING?
BIG DATA? | MACHINE LEARNING?
“The goal is ... to askquestions such as ‘What shall I do tomorrow?’ and ‘What job shall I take?’ ”
https://www.ft.com/content/c3e49548‐088e‐11dc‐b11e‐000b5df10621
Eric Schmidt (2007)
https://www.musikexpress.de/mithilfe‐von‐google‐maps‐so‐hilft‐uns‐kuenstliche‐intelligenz‐bald‐bei‐alltagsfragen‐897747/
https://www.morgenpost.de/wirtschaft/article211734759/Kuenstliche‐Intelligenz‐Computer‐besser‐als‐Fondsmanager.html
http://www.faz.net/aktuell/wirtschaft/kuenstliche‐intelligenz/game‐of‐thrones‐kuenstliche‐intelligenz‐schreibt‐sechstes‐buch‐15175025.html
http://www.zeit.de/digital/games/2017‐08/kuenstliche‐intelligenz‐dota‐2‐bot‐international
https://bazonline.ch/wissen/technik/kuenstliche‐intelligenz‐wird‐dritten‐weltkrieg‐ausloesen/story/15194538
“Machines will be capable, within 20 years, of doing any worka man can do”
Herbert Simon (1965)
AI Winter1980er + 90er
“As soon as it works,no one calls it AIanymore.”
John McCarthy
Deep Blue (Schach): 1997Watson (Jeopardy): 2011
AlphaGo (Go): 2016... ?
KünstlicheIntelligenz
Starke | Schwache
Schwache KI
MachineLearning
KI
Training
KI
Einsatz
horse
Daten
Machine Learning
Einsichten
101011101101001001001010010111101010
KI 4 horses
Visualisierung
Mensch
Daten
Machine Learning
Einsichten
101011101101001001001010010111101010
KI 4 horses
Visualisierung101011101101001001001010010111101010
Zusammenhänge,Muster, Ausreißer
http://on‐broadway.nyc
ON BROADWAY (2014)m/ Daniel Goddemeyer,Moritz Stefaner,Lev Manovich
Ed Ruscha: Every Building on the Sunset Strip (1966)
http://on‐broadway.nyc
http://on‐broadway.nyc
Visualisierung
Mensch
Daten
Machine Learning
Einsichten
101011101101001001001010010111101010
KI 4 horses
Visualisierung101011101101001001001010010111101010
Zusammenhänge,Muster, Ausreißer
https://www.nytimes.com/2017/05/01/us/politics/sent‐to‐prison‐by‐a‐software‐programs‐secret‐algorithms.html
http://selfiecity.net
SELFIECITY (2014)m/ Lev Manovich,Moritz Stefaner,Mehrdad Yazdani,et al.
http://www.spiegel.de/netzwelt/web/fotoanalyse‐selfiecity‐in‐moskau‐laecheln‐sie‐selten‐a‐954602.html
http://selfiecity.net/selfiexploratory
http://selfiecity.net/selfiexploratory
Fazit
Men will set the goals, formulate the hypotheses, determine the criteria, and perform the evaluations.
Computing machines will do the routinizable workthat must be done to prepare the way for insights and decisions in technical and scientific thinking.
J.C.R. Licklider: Man‐Computer Symbiosis (1960)
Danke!
Dr. Dominikus Baurhttps://do.minik.us
@dominikus