digital astroturfing: definition, typology, and countermeasures

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Digital Astroturfing: Definition, typology, and countermeasures Marko Kovic 1 ; Adrian Raucheisch 2 ; Marc Sele 3 May 11, 2016 ZIPAR Zurich Institute of Public Aairs Research 1 ZIPAR / [email protected] 2 ZIPAR; Institute of Mass Communication and Media Research, University of Zurich 3 ZIPAR

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Page 1: Digital Astroturfing: Definition, typology, and countermeasures

Digital Astroturfing: Definition, typology,and countermeasures

Marko Kovic1; Adrian Rauch�eisch2; Marc Sele3

May 11, 2016

ZIPARZurich Institute of Public Affairs Research

1ZIPAR / [email protected]; Institute of Mass Communication and Media Research, University of Zurich3ZIPAR

Page 2: Digital Astroturfing: Definition, typology, and countermeasures

ZIPAROutlineWhat I’m about to talk about

I We need to get Digital Astrotur�ng right, conceptually.I De�nitionI TypologyI RepertoiresI CountermeasuresI Research prospects

Page 3: Digital Astroturfing: Definition, typology, and countermeasures

ZIPAROutlineWhat I’m about to talk about

I We need to get Digital Astrotur�ng right, conceptually.

I De�nitionI TypologyI RepertoiresI CountermeasuresI Research prospects

Page 4: Digital Astroturfing: Definition, typology, and countermeasures

ZIPAROutlineWhat I’m about to talk about

I We need to get Digital Astrotur�ng right, conceptually.I De�nition

I TypologyI RepertoiresI CountermeasuresI Research prospects

Page 5: Digital Astroturfing: Definition, typology, and countermeasures

ZIPAROutlineWhat I’m about to talk about

I We need to get Digital Astrotur�ng right, conceptually.I De�nitionI Typology

I RepertoiresI CountermeasuresI Research prospects

Page 6: Digital Astroturfing: Definition, typology, and countermeasures

ZIPAROutlineWhat I’m about to talk about

I We need to get Digital Astrotur�ng right, conceptually.I De�nitionI TypologyI Repertoires

I CountermeasuresI Research prospects

Page 7: Digital Astroturfing: Definition, typology, and countermeasures

ZIPAROutlineWhat I’m about to talk about

I We need to get Digital Astrotur�ng right, conceptually.I De�nitionI TypologyI RepertoiresI Countermeasures

I Research prospects

Page 8: Digital Astroturfing: Definition, typology, and countermeasures

ZIPAROutlineWhat I’m about to talk about

I We need to get Digital Astrotur�ng right, conceptually.I De�nitionI TypologyI RepertoiresI CountermeasuresI Research prospects

Page 9: Digital Astroturfing: Definition, typology, and countermeasures

ZIPARIntroductionWe need a clear concept of Digital Astroturfing

Page 10: Digital Astroturfing: Definition, typology, and countermeasures

ZIPARIntroductionWe need a clear concept of Digital Astroturfing

Page 11: Digital Astroturfing: Definition, typology, and countermeasures

ZIPARIntroductionWe need a clear concept of Digital Astroturfing

During his 2012 presidential campaign, Mitt Romney gainedmore than 100,000 Twitter followers in a single weekend,despite averaging only 4,000 new followers a day previously.(His campaign denied having bought any fakes.)

The Week, «Inside a counterfeit Facebook farm».

Page 12: Digital Astroturfing: Definition, typology, and countermeasures

ZIPARIntroductionWe need a clear concept of Digital Astroturfing

Page 13: Digital Astroturfing: Definition, typology, and countermeasures

ZIPARIntroductionWe need a clear concept of Digital Astroturfing

In another governor’s race, in Tabasco, Sepúlveda set up fakeFacebook accounts of gay men claiming to back aconservative Catholic candidate representing the PAN, astunt designed to alienate his base.

Page 14: Digital Astroturfing: Definition, typology, and countermeasures

ZIPARIntroductionWe need a clear concept of Digital Astroturfing

Page 15: Digital Astroturfing: Definition, typology, and countermeasures

ZIPARIntroductionWe need a clear concept of Digital Astroturfing

I found her through the Anonymous International leak,which included emails she had sent to her bosses, reportingon the pro-Putin comments she left on sites like The Blazeand Politico. One of her assignments had been to write anessay from the point of view of an average American woman.

Page 16: Digital Astroturfing: Definition, typology, and countermeasures

ZIPARIntroductionWe need a clear concept of Digital Astroturfing

Figure: Freedom House, «China’s growing army of paid internetcommentators».

Page 17: Digital Astroturfing: Definition, typology, and countermeasures

ZIPARIntroductionWe need a clear concept of Digital Astroturfing

Private citizens are paid by the government to pretend to be“ordinary” netizens while in fact promoting the CCP line andseeking, in a nontransparent fashion, to guide public opinionin a particular direction.

Page 18: Digital Astroturfing: Definition, typology, and countermeasures

ZIPARIntroductionWe need a clear concept of Digital Astroturfing

These examples are very di�erent from each other.

Yet, they have some things in common:

I It’s about online activities.I They are initiated by political actors.I They are deceptive.I They’re not jokes, but have real political consequences!

These are all examples of Digital Astrotur�ng.

Page 19: Digital Astroturfing: Definition, typology, and countermeasures

ZIPARIntroductionWe need a clear concept of Digital Astroturfing

These examples are very di�erent from each other.

Yet, they have some things in common:

I It’s about online activities.I They are initiated by political actors.I They are deceptive.I They’re not jokes, but have real political consequences!

These are all examples of Digital Astrotur�ng.

Page 20: Digital Astroturfing: Definition, typology, and countermeasures

ZIPARIntroductionWe need a clear concept of Digital Astroturfing

These examples are very di�erent from each other.

Yet, they have some things in common:

I It’s about online activities.

I They are initiated by political actors.I They are deceptive.I They’re not jokes, but have real political consequences!

These are all examples of Digital Astrotur�ng.

Page 21: Digital Astroturfing: Definition, typology, and countermeasures

ZIPARIntroductionWe need a clear concept of Digital Astroturfing

These examples are very di�erent from each other.

Yet, they have some things in common:

I It’s about online activities.I They are initiated by political actors.

I They are deceptive.I They’re not jokes, but have real political consequences!

These are all examples of Digital Astrotur�ng.

Page 22: Digital Astroturfing: Definition, typology, and countermeasures

ZIPARIntroductionWe need a clear concept of Digital Astroturfing

These examples are very di�erent from each other.

Yet, they have some things in common:

I It’s about online activities.I They are initiated by political actors.I They are deceptive.

I They’re not jokes, but have real political consequences!

These are all examples of Digital Astrotur�ng.

Page 23: Digital Astroturfing: Definition, typology, and countermeasures

ZIPARIntroductionWe need a clear concept of Digital Astroturfing

These examples are very di�erent from each other.

Yet, they have some things in common:

I It’s about online activities.I They are initiated by political actors.I They are deceptive.I They’re not jokes, but have real political consequences!

These are all examples of Digital Astrotur�ng.

Page 24: Digital Astroturfing: Definition, typology, and countermeasures

ZIPARIntroductionWe need a clear concept of Digital Astroturfing

These examples are very di�erent from each other.

Yet, they have some things in common:

I It’s about online activities.I They are initiated by political actors.I They are deceptive.I They’re not jokes, but have real political consequences!

These are all examples of Digital Astrotur�ng.

Page 25: Digital Astroturfing: Definition, typology, and countermeasures

ZIPARIntroductionWe need a clear concept of Digital Astroturfing

These examples are very di�erent from each other.

Yet, they have some things in common:

I It’s about online activities.I They are initiated by political actors.I They are deceptive.I They’re not jokes, but have real political consequences!

These are all examples of Digital Astrotur�ng.

Page 26: Digital Astroturfing: Definition, typology, and countermeasures

ZIPARIntroductionWe need a clear concept of Digital Astroturfing

Page 27: Digital Astroturfing: Definition, typology, and countermeasures

ZIPARIntroductionWe need a clear concept of Digital Astroturfing

Page 28: Digital Astroturfing: Definition, typology, and countermeasures

ZIPARIntroductionWe need a clear concept of Digital Astroturfing

Digital Astrotur�ng matters:

I Online activities are a big part of modern politics.I The Internet has greatly reduced transition costs for many

forms of political activity.I The Internet is fertile ground for bottom-up political activity.I Digital Astrotur�ng is cunning political deception.

I It fools us into believing «the people» are expressing themselves.

I If we want to do something about Digital Astrotur�ng, we needto think about digital astrotur�ng in a systematic way.

I This paper o�ers a framework that does just that.

Page 29: Digital Astroturfing: Definition, typology, and countermeasures

ZIPARIntroductionWe need a clear concept of Digital Astroturfing

Digital Astrotur�ng matters:

I Online activities are a big part of modern politics.

I The Internet has greatly reduced transition costs for manyforms of political activity.

I The Internet is fertile ground for bottom-up political activity.I Digital Astrotur�ng is cunning political deception.

I It fools us into believing «the people» are expressing themselves.

I If we want to do something about Digital Astrotur�ng, we needto think about digital astrotur�ng in a systematic way.

I This paper o�ers a framework that does just that.

Page 30: Digital Astroturfing: Definition, typology, and countermeasures

ZIPARIntroductionWe need a clear concept of Digital Astroturfing

Digital Astrotur�ng matters:

I Online activities are a big part of modern politics.I The Internet has greatly reduced transition costs for many

forms of political activity.

I The Internet is fertile ground for bottom-up political activity.I Digital Astrotur�ng is cunning political deception.

I It fools us into believing «the people» are expressing themselves.

I If we want to do something about Digital Astrotur�ng, we needto think about digital astrotur�ng in a systematic way.

I This paper o�ers a framework that does just that.

Page 31: Digital Astroturfing: Definition, typology, and countermeasures

ZIPARIntroductionWe need a clear concept of Digital Astroturfing

Digital Astrotur�ng matters:

I Online activities are a big part of modern politics.I The Internet has greatly reduced transition costs for many

forms of political activity.I The Internet is fertile ground for bottom-up political activity.

I Digital Astrotur�ng is cunning political deception.

I It fools us into believing «the people» are expressing themselves.

I If we want to do something about Digital Astrotur�ng, we needto think about digital astrotur�ng in a systematic way.

I This paper o�ers a framework that does just that.

Page 32: Digital Astroturfing: Definition, typology, and countermeasures

ZIPARIntroductionWe need a clear concept of Digital Astroturfing

Digital Astrotur�ng matters:

I Online activities are a big part of modern politics.I The Internet has greatly reduced transition costs for many

forms of political activity.I The Internet is fertile ground for bottom-up political activity.I Digital Astrotur�ng is cunning political deception.

I It fools us into believing «the people» are expressing themselves.

I If we want to do something about Digital Astrotur�ng, we needto think about digital astrotur�ng in a systematic way.

I This paper o�ers a framework that does just that.

Page 33: Digital Astroturfing: Definition, typology, and countermeasures

ZIPARIntroductionWe need a clear concept of Digital Astroturfing

Digital Astrotur�ng matters:

I Online activities are a big part of modern politics.I The Internet has greatly reduced transition costs for many

forms of political activity.I The Internet is fertile ground for bottom-up political activity.I Digital Astrotur�ng is cunning political deception.

I It fools us into believing «the people» are expressing themselves.

I If we want to do something about Digital Astrotur�ng, we needto think about digital astrotur�ng in a systematic way.

I This paper o�ers a framework that does just that.

Page 34: Digital Astroturfing: Definition, typology, and countermeasures

ZIPARIntroductionWe need a clear concept of Digital Astroturfing

Digital Astrotur�ng matters:

I Online activities are a big part of modern politics.I The Internet has greatly reduced transition costs for many

forms of political activity.I The Internet is fertile ground for bottom-up political activity.I Digital Astrotur�ng is cunning political deception.

I It fools us into believing «the people» are expressing themselves.

I If we want to do something about Digital Astrotur�ng, we needto think about digital astrotur�ng in a systematic way.

I This paper o�ers a framework that does just that.

Page 35: Digital Astroturfing: Definition, typology, and countermeasures

ZIPARIntroductionWe need a clear concept of Digital Astroturfing

Digital Astrotur�ng matters:

I Online activities are a big part of modern politics.I The Internet has greatly reduced transition costs for many

forms of political activity.I The Internet is fertile ground for bottom-up political activity.I Digital Astrotur�ng is cunning political deception.

I It fools us into believing «the people» are expressing themselves.

I If we want to do something about Digital Astrotur�ng, we needto think about digital astrotur�ng in a systematic way.

I This paper o�ers a framework that does just that.

Page 36: Digital Astroturfing: Definition, typology, and countermeasures

ZIPARDefinitionWhat Digital Astroturfing is and isn’t

A complete de�nition of Digital Astrotur�ng:

I Digital astrotur�ng is a form of manufactured, deceptive andstrategic top-down activity on the Internet initiated by politicalactors that mimics bottom-up activity by autonomousindividuals.

Page 37: Digital Astroturfing: Definition, typology, and countermeasures

ZIPARDefinitionWhat Digital Astroturfing is and isn’t

A complete de�nition of Digital Astrotur�ng:

I Digital astrotur�ng is a form of manufactured, deceptive andstrategic top-down activity on the Internet initiated by politicalactors that mimics bottom-up activity by autonomousindividuals.

Page 38: Digital Astroturfing: Definition, typology, and countermeasures

ZIPARDefinitionWhat Digital Astroturfing is and isn’t

A complete de�nition of Digital Astrotur�ng:

I Digital astrotur�ng is a form of manufactured, deceptive andstrategic top-down activity on the Internet initiated by politicalactors that mimics bottom-up activity by autonomousindividuals.

Page 39: Digital Astroturfing: Definition, typology, and countermeasures

ZIPARDefinitionWhat Digital Astroturfing is and isn’t

Let’s break that down:

I ManufacturedI DeceptiveI StrategicI Top-down; political actorsI mimicryI autonomous individuals

Page 40: Digital Astroturfing: Definition, typology, and countermeasures

ZIPARDefinitionWhat Digital Astroturfing is and isn’t

Let’s break that down:

I Manufactured

I DeceptiveI StrategicI Top-down; political actorsI mimicryI autonomous individuals

Page 41: Digital Astroturfing: Definition, typology, and countermeasures

ZIPARDefinitionWhat Digital Astroturfing is and isn’t

Let’s break that down:

I ManufacturedI Deceptive

I StrategicI Top-down; political actorsI mimicryI autonomous individuals

Page 42: Digital Astroturfing: Definition, typology, and countermeasures

ZIPARDefinitionWhat Digital Astroturfing is and isn’t

Let’s break that down:

I ManufacturedI DeceptiveI Strategic

I Top-down; political actorsI mimicryI autonomous individuals

Page 43: Digital Astroturfing: Definition, typology, and countermeasures

ZIPARDefinitionWhat Digital Astroturfing is and isn’t

Let’s break that down:

I ManufacturedI DeceptiveI StrategicI Top-down; political actors

I mimicryI autonomous individuals

Page 44: Digital Astroturfing: Definition, typology, and countermeasures

ZIPARDefinitionWhat Digital Astroturfing is and isn’t

Let’s break that down:

I ManufacturedI DeceptiveI StrategicI Top-down; political actorsI mimicry

I autonomous individuals

Page 45: Digital Astroturfing: Definition, typology, and countermeasures

ZIPARDefinitionWhat Digital Astroturfing is and isn’t

Let’s break that down:

I ManufacturedI DeceptiveI StrategicI Top-down; political actorsI mimicryI autonomous individuals

Page 46: Digital Astroturfing: Definition, typology, and countermeasures

ZIPARDefinitionWhat Digital Astroturfing is and isn’t

Digital Astrotur�ng is not the same as:

I Trolling

I Trolls troll for the sake of trolling; they are not agents.

I Regular Astrotur�ng

I Regular astrotur�ng is less clear-cut.

Page 47: Digital Astroturfing: Definition, typology, and countermeasures

ZIPARDefinitionWhat Digital Astroturfing is and isn’t

Digital Astrotur�ng is not the same as:

I Trolling

I Trolls troll for the sake of trolling; they are not agents.

I Regular Astrotur�ng

I Regular astrotur�ng is less clear-cut.

Page 48: Digital Astroturfing: Definition, typology, and countermeasures

ZIPARDefinitionWhat Digital Astroturfing is and isn’t

Digital Astrotur�ng is not the same as:

I TrollingI Trolls troll for the sake of trolling; they are not agents.

I Regular Astrotur�ng

I Regular astrotur�ng is less clear-cut.

Page 49: Digital Astroturfing: Definition, typology, and countermeasures

ZIPARDefinitionWhat Digital Astroturfing is and isn’t

Digital Astrotur�ng is not the same as:

I TrollingI Trolls troll for the sake of trolling; they are not agents.

I Regular Astrotur�ng

I Regular astrotur�ng is less clear-cut.

Page 50: Digital Astroturfing: Definition, typology, and countermeasures

ZIPARDefinitionWhat Digital Astroturfing is and isn’t

Digital Astrotur�ng is not the same as:

I TrollingI Trolls troll for the sake of trolling; they are not agents.

I Regular Astrotur�ngI Regular astrotur�ng is less clear-cut.

Page 51: Digital Astroturfing: Definition, typology, and countermeasures

ZIPARTypologyDi�erent flavors of Digital Astroturfing

There are three type-relevant dimensions:

I The target of the Digital Astrotur�ng e�ort.

I The publicI Other political actors

I The initiating actor.

I GovernmentI Political partyI Individual politicianI Interest group

I The goal of the Digital Astrotur�ng e�ort.

I Support for / opposition to policyI Support for / opposition to political actors

Page 52: Digital Astroturfing: Definition, typology, and countermeasures

ZIPARTypologyDi�erent flavors of Digital Astroturfing

There are three type-relevant dimensions:

I The target of the Digital Astrotur�ng e�ort.

I The publicI Other political actors

I The initiating actor.

I GovernmentI Political partyI Individual politicianI Interest group

I The goal of the Digital Astrotur�ng e�ort.

I Support for / opposition to policyI Support for / opposition to political actors

Page 53: Digital Astroturfing: Definition, typology, and countermeasures

ZIPARTypologyDi�erent flavors of Digital Astroturfing

There are three type-relevant dimensions:

I The target of the Digital Astrotur�ng e�ort.

I The publicI Other political actors

I The initiating actor.

I GovernmentI Political partyI Individual politicianI Interest group

I The goal of the Digital Astrotur�ng e�ort.

I Support for / opposition to policyI Support for / opposition to political actors

Page 54: Digital Astroturfing: Definition, typology, and countermeasures

ZIPARTypologyDi�erent flavors of Digital Astroturfing

There are three type-relevant dimensions:

I The target of the Digital Astrotur�ng e�ort.I The public

I Other political actors

I The initiating actor.

I GovernmentI Political partyI Individual politicianI Interest group

I The goal of the Digital Astrotur�ng e�ort.

I Support for / opposition to policyI Support for / opposition to political actors

Page 55: Digital Astroturfing: Definition, typology, and countermeasures

ZIPARTypologyDi�erent flavors of Digital Astroturfing

There are three type-relevant dimensions:

I The target of the Digital Astrotur�ng e�ort.I The publicI Other political actors

I The initiating actor.

I GovernmentI Political partyI Individual politicianI Interest group

I The goal of the Digital Astrotur�ng e�ort.

I Support for / opposition to policyI Support for / opposition to political actors

Page 56: Digital Astroturfing: Definition, typology, and countermeasures

ZIPARTypologyDi�erent flavors of Digital Astroturfing

There are three type-relevant dimensions:

I The target of the Digital Astrotur�ng e�ort.I The publicI Other political actors

I The initiating actor.

I GovernmentI Political partyI Individual politicianI Interest group

I The goal of the Digital Astrotur�ng e�ort.

I Support for / opposition to policyI Support for / opposition to political actors

Page 57: Digital Astroturfing: Definition, typology, and countermeasures

ZIPARTypologyDi�erent flavors of Digital Astroturfing

There are three type-relevant dimensions:

I The target of the Digital Astrotur�ng e�ort.I The publicI Other political actors

I The initiating actor.I Government

I Political partyI Individual politicianI Interest group

I The goal of the Digital Astrotur�ng e�ort.

I Support for / opposition to policyI Support for / opposition to political actors

Page 58: Digital Astroturfing: Definition, typology, and countermeasures

ZIPARTypologyDi�erent flavors of Digital Astroturfing

There are three type-relevant dimensions:

I The target of the Digital Astrotur�ng e�ort.I The publicI Other political actors

I The initiating actor.I GovernmentI Political party

I Individual politicianI Interest group

I The goal of the Digital Astrotur�ng e�ort.

I Support for / opposition to policyI Support for / opposition to political actors

Page 59: Digital Astroturfing: Definition, typology, and countermeasures

ZIPARTypologyDi�erent flavors of Digital Astroturfing

There are three type-relevant dimensions:

I The target of the Digital Astrotur�ng e�ort.I The publicI Other political actors

I The initiating actor.I GovernmentI Political partyI Individual politician

I Interest group

I The goal of the Digital Astrotur�ng e�ort.

I Support for / opposition to policyI Support for / opposition to political actors

Page 60: Digital Astroturfing: Definition, typology, and countermeasures

ZIPARTypologyDi�erent flavors of Digital Astroturfing

There are three type-relevant dimensions:

I The target of the Digital Astrotur�ng e�ort.I The publicI Other political actors

I The initiating actor.I GovernmentI Political partyI Individual politicianI Interest group

I The goal of the Digital Astrotur�ng e�ort.

I Support for / opposition to policyI Support for / opposition to political actors

Page 61: Digital Astroturfing: Definition, typology, and countermeasures

ZIPARTypologyDi�erent flavors of Digital Astroturfing

There are three type-relevant dimensions:

I The target of the Digital Astrotur�ng e�ort.I The publicI Other political actors

I The initiating actor.I GovernmentI Political partyI Individual politicianI Interest group

I The goal of the Digital Astrotur�ng e�ort.

I Support for / opposition to policyI Support for / opposition to political actors

Page 62: Digital Astroturfing: Definition, typology, and countermeasures

ZIPARTypologyDi�erent flavors of Digital Astroturfing

There are three type-relevant dimensions:

I The target of the Digital Astrotur�ng e�ort.I The publicI Other political actors

I The initiating actor.I GovernmentI Political partyI Individual politicianI Interest group

I The goal of the Digital Astrotur�ng e�ort.I Support for / opposition to policy

I Support for / opposition to political actors

Page 63: Digital Astroturfing: Definition, typology, and countermeasures

ZIPARTypologyDi�erent flavors of Digital Astroturfing

There are three type-relevant dimensions:

I The target of the Digital Astrotur�ng e�ort.I The publicI Other political actors

I The initiating actor.I GovernmentI Political partyI Individual politicianI Interest group

I The goal of the Digital Astrotur�ng e�ort.I Support for / opposition to policyI Support for / opposition to political actors

Page 64: Digital Astroturfing: Definition, typology, and countermeasures

ZIPARTypologyDi�erent flavors of Digital Astroturfing

Target Initiating political actor Goal: Support for or opposition to:

policy political actors

The public

Government 1 2Political party 3 4Individual politician 5 6Interest group 7 8

Political actors

Government 9 10Political party 11 12Individual politician 13 14Interest group 15 16

Page 65: Digital Astroturfing: Definition, typology, and countermeasures

ZIPARRepertoiresThe toolset of Digital Astroturfing

The ways in which Digital Astrotur�ng manifests can be describedin terms of three dimensions:

I ToolsI VenuesI Actions

Page 66: Digital Astroturfing: Definition, typology, and countermeasures

ZIPARRepertoiresThe toolset of Digital Astroturfing

The ways in which Digital Astrotur�ng manifests can be describedin terms of three dimensions:

I ToolsI VenuesI Actions

Page 67: Digital Astroturfing: Definition, typology, and countermeasures

ZIPARRepertoiresThe toolset of Digital Astroturfing

The ways in which Digital Astrotur�ng manifests can be describedin terms of three dimensions:

I Tools

I VenuesI Actions

Page 68: Digital Astroturfing: Definition, typology, and countermeasures

ZIPARRepertoiresThe toolset of Digital Astroturfing

The ways in which Digital Astrotur�ng manifests can be describedin terms of three dimensions:

I ToolsI Venues

I Actions

Page 69: Digital Astroturfing: Definition, typology, and countermeasures

ZIPARRepertoiresThe toolset of Digital Astroturfing

The ways in which Digital Astrotur�ng manifests can be describedin terms of three dimensions:

I ToolsI VenuesI Actions

Page 70: Digital Astroturfing: Definition, typology, and countermeasures

ZIPARRepertoiresThe toolset of Digital Astroturfing

Tools Venues Actions

sock puppets social media creating contentclick farms websites signaling (dis-)approvalsympathizers comment sectionspaid supporters direct messages

Page 71: Digital Astroturfing: Definition, typology, and countermeasures

ZIPARCountermeasuresHow to curb Digital Astroturfing

Normatively, Digital Astrotur�ng is problematic.

There are two general strategies for �ghting Digital Astrotur�ng:

I Restrictive countermeasuresI Incentivizing countermeasures

Page 72: Digital Astroturfing: Definition, typology, and countermeasures

ZIPARCountermeasuresHow to curb Digital Astroturfing

Normatively, Digital Astrotur�ng is problematic.

There are two general strategies for �ghting Digital Astrotur�ng:

I Restrictive countermeasuresI Incentivizing countermeasures

Page 73: Digital Astroturfing: Definition, typology, and countermeasures

ZIPARCountermeasuresHow to curb Digital Astroturfing

Normatively, Digital Astrotur�ng is problematic.

There are two general strategies for �ghting Digital Astrotur�ng:

I Restrictive countermeasuresI Incentivizing countermeasures

Page 74: Digital Astroturfing: Definition, typology, and countermeasures

ZIPARCountermeasuresHow to curb Digital Astroturfing

Normatively, Digital Astrotur�ng is problematic.

There are two general strategies for �ghting Digital Astrotur�ng:

I Restrictive countermeasures

I Incentivizing countermeasures

Page 75: Digital Astroturfing: Definition, typology, and countermeasures

ZIPARCountermeasuresHow to curb Digital Astroturfing

Normatively, Digital Astrotur�ng is problematic.

There are two general strategies for �ghting Digital Astrotur�ng:

I Restrictive countermeasuresI Incentivizing countermeasures

Page 76: Digital Astroturfing: Definition, typology, and countermeasures

ZIPARCountermeasuresHow to curb Digital Astroturfing

Restrictive vs. incentivizing countermeasures:

I Restrictive: Limit activities.I Incentivizing: Promote honesty.

I E.g., through nudging.

I Generally, incentives are preferable to restrictions.

I Restrictions are not actually solutions.

Page 77: Digital Astroturfing: Definition, typology, and countermeasures

ZIPARCountermeasuresHow to curb Digital Astroturfing

Restrictive vs. incentivizing countermeasures:

I Restrictive: Limit activities.

I Incentivizing: Promote honesty.

I E.g., through nudging.

I Generally, incentives are preferable to restrictions.

I Restrictions are not actually solutions.

Page 78: Digital Astroturfing: Definition, typology, and countermeasures

ZIPARCountermeasuresHow to curb Digital Astroturfing

Restrictive vs. incentivizing countermeasures:

I Restrictive: Limit activities.I Incentivizing: Promote honesty.

I E.g., through nudging.

I Generally, incentives are preferable to restrictions.

I Restrictions are not actually solutions.

Page 79: Digital Astroturfing: Definition, typology, and countermeasures

ZIPARCountermeasuresHow to curb Digital Astroturfing

Restrictive vs. incentivizing countermeasures:

I Restrictive: Limit activities.I Incentivizing: Promote honesty.

I E.g., through nudging.

I Generally, incentives are preferable to restrictions.

I Restrictions are not actually solutions.

Page 80: Digital Astroturfing: Definition, typology, and countermeasures

ZIPARCountermeasuresHow to curb Digital Astroturfing

Restrictive vs. incentivizing countermeasures:

I Restrictive: Limit activities.I Incentivizing: Promote honesty.

I E.g., through nudging.

I Generally, incentives are preferable to restrictions.

I Restrictions are not actually solutions.

Page 81: Digital Astroturfing: Definition, typology, and countermeasures

ZIPARCountermeasuresHow to curb Digital Astroturfing

Restrictive vs. incentivizing countermeasures:

I Restrictive: Limit activities.I Incentivizing: Promote honesty.

I E.g., through nudging.

I Generally, incentives are preferable to restrictions.I Restrictions are not actually solutions.

Page 82: Digital Astroturfing: Definition, typology, and countermeasures

ZIPARResearch prospectsDead on arrival?

Research on Digital Astrotur�ng is inherently di�cult.

I Digital Astrotur�ng is clandestine activity.I Purely inductive case-study research is not enough.

I E.g., because of the «survival bias».

I We need a conceptual framework that acts as a compass.I We need di�erent research designs:

I Case studies to document instances of Digital Astrotur�ng.I Algorithmic means to identify Digital Astrotur�ng.I Micro-level testing of incentive e�ectiveness.

I We need to work with the operators of the relevant venues.

Page 83: Digital Astroturfing: Definition, typology, and countermeasures

ZIPARResearch prospectsDead on arrival?

Research on Digital Astrotur�ng is inherently di�cult.

I Digital Astrotur�ng is clandestine activity.I Purely inductive case-study research is not enough.

I E.g., because of the «survival bias».

I We need a conceptual framework that acts as a compass.I We need di�erent research designs:

I Case studies to document instances of Digital Astrotur�ng.I Algorithmic means to identify Digital Astrotur�ng.I Micro-level testing of incentive e�ectiveness.

I We need to work with the operators of the relevant venues.

Page 84: Digital Astroturfing: Definition, typology, and countermeasures

ZIPARResearch prospectsDead on arrival?

Research on Digital Astrotur�ng is inherently di�cult.

I Digital Astrotur�ng is clandestine activity.

I Purely inductive case-study research is not enough.

I E.g., because of the «survival bias».

I We need a conceptual framework that acts as a compass.I We need di�erent research designs:

I Case studies to document instances of Digital Astrotur�ng.I Algorithmic means to identify Digital Astrotur�ng.I Micro-level testing of incentive e�ectiveness.

I We need to work with the operators of the relevant venues.

Page 85: Digital Astroturfing: Definition, typology, and countermeasures

ZIPARResearch prospectsDead on arrival?

Research on Digital Astrotur�ng is inherently di�cult.

I Digital Astrotur�ng is clandestine activity.I Purely inductive case-study research is not enough.

I E.g., because of the «survival bias».

I We need a conceptual framework that acts as a compass.I We need di�erent research designs:

I Case studies to document instances of Digital Astrotur�ng.I Algorithmic means to identify Digital Astrotur�ng.I Micro-level testing of incentive e�ectiveness.

I We need to work with the operators of the relevant venues.

Page 86: Digital Astroturfing: Definition, typology, and countermeasures

ZIPARResearch prospectsDead on arrival?

Research on Digital Astrotur�ng is inherently di�cult.

I Digital Astrotur�ng is clandestine activity.I Purely inductive case-study research is not enough.

I E.g., because of the «survival bias».

I We need a conceptual framework that acts as a compass.I We need di�erent research designs:

I Case studies to document instances of Digital Astrotur�ng.I Algorithmic means to identify Digital Astrotur�ng.I Micro-level testing of incentive e�ectiveness.

I We need to work with the operators of the relevant venues.

Page 87: Digital Astroturfing: Definition, typology, and countermeasures

ZIPARResearch prospectsDead on arrival?

Research on Digital Astrotur�ng is inherently di�cult.

I Digital Astrotur�ng is clandestine activity.I Purely inductive case-study research is not enough.

I E.g., because of the «survival bias».

I We need a conceptual framework that acts as a compass.

I We need di�erent research designs:

I Case studies to document instances of Digital Astrotur�ng.I Algorithmic means to identify Digital Astrotur�ng.I Micro-level testing of incentive e�ectiveness.

I We need to work with the operators of the relevant venues.

Page 88: Digital Astroturfing: Definition, typology, and countermeasures

ZIPARResearch prospectsDead on arrival?

Research on Digital Astrotur�ng is inherently di�cult.

I Digital Astrotur�ng is clandestine activity.I Purely inductive case-study research is not enough.

I E.g., because of the «survival bias».

I We need a conceptual framework that acts as a compass.I We need di�erent research designs:

I Case studies to document instances of Digital Astrotur�ng.I Algorithmic means to identify Digital Astrotur�ng.I Micro-level testing of incentive e�ectiveness.

I We need to work with the operators of the relevant venues.

Page 89: Digital Astroturfing: Definition, typology, and countermeasures

ZIPARResearch prospectsDead on arrival?

Research on Digital Astrotur�ng is inherently di�cult.

I Digital Astrotur�ng is clandestine activity.I Purely inductive case-study research is not enough.

I E.g., because of the «survival bias».

I We need a conceptual framework that acts as a compass.I We need di�erent research designs:

I Case studies to document instances of Digital Astrotur�ng.

I Algorithmic means to identify Digital Astrotur�ng.I Micro-level testing of incentive e�ectiveness.

I We need to work with the operators of the relevant venues.

Page 90: Digital Astroturfing: Definition, typology, and countermeasures

ZIPARResearch prospectsDead on arrival?

Research on Digital Astrotur�ng is inherently di�cult.

I Digital Astrotur�ng is clandestine activity.I Purely inductive case-study research is not enough.

I E.g., because of the «survival bias».

I We need a conceptual framework that acts as a compass.I We need di�erent research designs:

I Case studies to document instances of Digital Astrotur�ng.I Algorithmic means to identify Digital Astrotur�ng.

I Micro-level testing of incentive e�ectiveness.

I We need to work with the operators of the relevant venues.

Page 91: Digital Astroturfing: Definition, typology, and countermeasures

ZIPARResearch prospectsDead on arrival?

Research on Digital Astrotur�ng is inherently di�cult.

I Digital Astrotur�ng is clandestine activity.I Purely inductive case-study research is not enough.

I E.g., because of the «survival bias».

I We need a conceptual framework that acts as a compass.I We need di�erent research designs:

I Case studies to document instances of Digital Astrotur�ng.I Algorithmic means to identify Digital Astrotur�ng.I Micro-level testing of incentive e�ectiveness.

I We need to work with the operators of the relevant venues.

Page 92: Digital Astroturfing: Definition, typology, and countermeasures

ZIPARResearch prospectsDead on arrival?

Research on Digital Astrotur�ng is inherently di�cult.

I Digital Astrotur�ng is clandestine activity.I Purely inductive case-study research is not enough.

I E.g., because of the «survival bias».

I We need a conceptual framework that acts as a compass.I We need di�erent research designs:

I Case studies to document instances of Digital Astrotur�ng.I Algorithmic means to identify Digital Astrotur�ng.I Micro-level testing of incentive e�ectiveness.

I We need to work with the operators of the relevant venues.

Page 93: Digital Astroturfing: Definition, typology, and countermeasures

ZIPARThank you

Thanks for your attention!