artificial intelligence & electoral politics · types of artificial intelligence. ai. machine...

13

Upload: others

Post on 11-Jun-2020

14 views

Category:

Documents


0 download

TRANSCRIPT

Page 1: ARTIFICIAL INTELLIGENCE & ELECTORAL POLITICS · types of ARTIFICIAL INTELLIGENCE. AI. MACHINE LEARNING. DEEP LEARNING. PREDICTIVE ANALYTICS. ... TROLL. fully human. CYBORG. automated,
Page 2: ARTIFICIAL INTELLIGENCE & ELECTORAL POLITICS · types of ARTIFICIAL INTELLIGENCE. AI. MACHINE LEARNING. DEEP LEARNING. PREDICTIVE ANALYTICS. ... TROLL. fully human. CYBORG. automated,

ARTIFICIAL INTELLIGENCE & ELECTORAL POLITICS MERLYNA LIM

Canada Research Chair in Digital Media & Global Network SocietyCarleton University

Page 3: ARTIFICIAL INTELLIGENCE & ELECTORAL POLITICS · types of ARTIFICIAL INTELLIGENCE. AI. MACHINE LEARNING. DEEP LEARNING. PREDICTIVE ANALYTICS. ... TROLL. fully human. CYBORG. automated,

what is ARTIFICIAL INTELLIGENCE ?

• Computer science• Machines that work and react

like humans• Borrow human characteristics

and apply them• Recognition >> Learning >>

Planning >> Problem solving

Page 4: ARTIFICIAL INTELLIGENCE & ELECTORAL POLITICS · types of ARTIFICIAL INTELLIGENCE. AI. MACHINE LEARNING. DEEP LEARNING. PREDICTIVE ANALYTICS. ... TROLL. fully human. CYBORG. automated,

how does ARTIFICIAL INTELLIGENCE work ?

• Building up concepts of the thingthey manipulate or work with

• Storing concepts as chunk of data• Function similar to human brain• These data are frequently updated

Page 5: ARTIFICIAL INTELLIGENCE & ELECTORAL POLITICS · types of ARTIFICIAL INTELLIGENCE. AI. MACHINE LEARNING. DEEP LEARNING. PREDICTIVE ANALYTICS. ... TROLL. fully human. CYBORG. automated,

types of ARTIFICIAL INTELLIGENCE

AI

MACHINE LEARNING DEEP LEARNINGPREDICTIVE ANALYTICS

NATURAL LANGUAGE PROCESSING

TRANSLATIONCLASSIFICATION, CLUSTERINGINFORMATION EXTRACTION

EXPERT SYSTEM INFERENCE ENGINEKNOWLEDGE BASE

SPEECH SPEECH TO TEXTTEXT TO SPEECH

VISION IMAGE RECOGNITIONMACHINE VISION

PLANNINGREDUCTIONCLASSICALPROBABILISTIC, TEMPORAL

ROBOTICSREACTIVE MACHINESLIMITED MEMORYTHEORY OF MIND

Page 6: ARTIFICIAL INTELLIGENCE & ELECTORAL POLITICS · types of ARTIFICIAL INTELLIGENCE. AI. MACHINE LEARNING. DEEP LEARNING. PREDICTIVE ANALYTICS. ... TROLL. fully human. CYBORG. automated,

ARTIFICIAL INTELLIGENCE + ELECTIONS

SOCIAL MEDIA MANIPULATION

CYBERATTACKS

POLITICAL BOTS/FAKE ACCOUNTS DEEPFAKEPLUME CREATIVE/GETTY IMAGES

ENZOZO/SHUTTERSTOCK

THINKSTOCK

Page 7: ARTIFICIAL INTELLIGENCE & ELECTORAL POLITICS · types of ARTIFICIAL INTELLIGENCE. AI. MACHINE LEARNING. DEEP LEARNING. PREDICTIVE ANALYTICS. ... TROLL. fully human. CYBORG. automated,

types of ACTORS

TROLLfully human

CYBORGautomated, with

some humancuration/posting

BOTfully automated

Page 8: ARTIFICIAL INTELLIGENCE & ELECTORAL POLITICS · types of ARTIFICIAL INTELLIGENCE. AI. MACHINE LEARNING. DEEP LEARNING. PREDICTIVE ANALYTICS. ... TROLL. fully human. CYBORG. automated,

BOT typology

ANDY PATEL, 2018

Page 9: ARTIFICIAL INTELLIGENCE & ELECTORAL POLITICS · types of ARTIFICIAL INTELLIGENCE. AI. MACHINE LEARNING. DEEP LEARNING. PREDICTIVE ANALYTICS. ... TROLL. fully human. CYBORG. automated,

Political Bots #MAGA

MERLYNA LIM, 20199 FEB 2019 11 FEB 2019

Page 10: ARTIFICIAL INTELLIGENCE & ELECTORAL POLITICS · types of ARTIFICIAL INTELLIGENCE. AI. MACHINE LEARNING. DEEP LEARNING. PREDICTIVE ANALYTICS. ... TROLL. fully human. CYBORG. automated,

Fake news & disinformation on Twitter –US Election 2016

MATTHEW HINDMAN & VLAD BARASH, 2018

Page 11: ARTIFICIAL INTELLIGENCE & ELECTORAL POLITICS · types of ARTIFICIAL INTELLIGENCE. AI. MACHINE LEARNING. DEEP LEARNING. PREDICTIVE ANALYTICS. ... TROLL. fully human. CYBORG. automated,

Disinformation & social bots In French Presidential Election 2017

EMILIO FERRARA, 2018

Page 12: ARTIFICIAL INTELLIGENCE & ELECTORAL POLITICS · types of ARTIFICIAL INTELLIGENCE. AI. MACHINE LEARNING. DEEP LEARNING. PREDICTIVE ANALYTICS. ... TROLL. fully human. CYBORG. automated,

…. what’s next?

Page 13: ARTIFICIAL INTELLIGENCE & ELECTORAL POLITICS · types of ARTIFICIAL INTELLIGENCE. AI. MACHINE LEARNING. DEEP LEARNING. PREDICTIVE ANALYTICS. ... TROLL. fully human. CYBORG. automated,