Want to learn this is a social environment?
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Values-Based Data Science & Design
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Improve Structural Features
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Under Construction Level 3 - Structural Features

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No longer relevant
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Audience β€” Size:

How many people are present?

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Audience β€” Loyalty:

Are people going to stick around?

Examples: Loyal β€” dinner with close friends. Trapped β€” WhatsApp group, open mic Fickle β€” people passing on the street Unclear β€” you can’t tell

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Audience β€” Feedback:

What kinds of responses are possible?

Examples: like | friend | follow | thank | review | comment | join | commit | request | buy | eye contact | body language | hand signals

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Audience β€” Time Together:

How long are we present?

Examples: None β€” twitter, news feed Brief β€” speed dating Some β€” weekend workshop Enduring β€” workmates, old friends, family

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Connections β€” Matchmaking:

What clues connect people?

Examples: Deep Context β€” education, talents, skill sets, interests, values Shallow Markings β€” age, class, gender, race, beauty None/Random β€” chat roulette

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Connections β€” Interreliance:

Do we need each other to proceed?

Examples: Dependent β€” parents/children, gatekeepers Interdependentβ€” congress, social club Independent β€” news feed

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Connections β€” Depth:

How well are people acquainted?

Examples: close friends | acquaintances | strangers | anonymous | mixed |

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Connections β€” Form:

How do we interact?

Examples: In pairs β€” news feed Teams β€” sports league Whole Group β€” sharing circle Disjointed β€” high school dance (in-groups/out-groups)

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Contribution β€” Pretext:

Why are we communicating?

Examples: Shared Goal β€” team meeting Shared Value β€” close friends Shared Topic β€” comment thread Interlocking Goals β€” marketplace Unclear β€” strangers at a party

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Contribution β€” Pace:

How quickly are we communicating?

Examples: Off the cuff β€” improv, chat rooms Asynchronous β€” texting Thoughtful β€” journal and share Contemplative β€” blog posts

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Contribution β€” Filter:

Why is this or that person talking?

Examples: Invited β€” dinner/camping trip Uninvited β€” question time at a public event / comment in a public forum Selective β€” standard barrier (e.g., university)

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Consequences β€” Status:

Is there a social hierarchy?

Examples: Flat β€” no, we focus on equality Ranked β€” scores or skill levels Celebrity β€” huge differences

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Consequences β€” Stakes:

How much will outcomes affect me?

Examples: High β€” THIS MATTERS!!! Medium β€” I'll live either way, but... Low β€” who cares?

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Consequences β€” Durability:

Will what I say stick around?

Examples: Ephemeral β€” Talking at a bar Temporary β€” Snapchat Searchable (w/effort) β€” Microfiche Permanent Record β€” Twitter

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Other Features:

What else is relevant to the situation?

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☠️ Reverse Engineering Goals and Expectations

Beneath you'll find six goals and expectations that can crowd out values. With the structural features in mind, make an evil masterplan: How would you design a social space that fosters these goals or expectations and crowds out as many values as you can?

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What matters most is that they see me as professional.
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To be accepted here I have to seem caring, warm and sweet.
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To belong, I have to go along with what the big guy says.
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You ought to be polite.
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When we are together, we have a good time.
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To be attractive I have to look good and seem rich.
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Here is an overview over some structural features at your disposal
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Teachers Notes

Due to situation, more than to hard steps

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Audience

How many people are present? β†’ Size

Are people going to stick around? β†’ Loyalty

What kinds of responses are possible β†’ Feedback

How long are we present? β†’ Time Together

Contribution

Why are we communicating? β†’ Pretext

How quickly are we communicating? β†’ Pace

Why is this or that person talking? β†’ Filter

Connections

What clues connect people? β†’ Matchmaking

Do we need each other to proceed? β†’ Interreliance

How well are people acquainted? β†’ Depth

How do we interact? β†’ Form

Consequences

Is there a social hierarchy? β†’ Status

How much will outcomes affect me? β†’ Stakes

Will what I say stick around? β†’ Durability

Class Two (Sara and James Alone) (Peter and Josh)

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Audience β€” Size:

How many people are present?

β€£
Audience β€” Loyalty:

Are people going to stick around?

Examples: Loyal β€” dinner with close friends. Trapped β€” WhatsApp group, open mic Fickle β€” people passing on the street Unclear β€” you can’t tell

β€£
Audience β€” Feedback:

What kinds of responses are possible?

Examples: like | friend | follow | thank | review | comment | join | commit | request | buy | eye contact | body language | hand signals

β€£
Audience β€” Time Together:

How long are we present?

Examples: None β€” twitter, news feed Brief β€” speed dating Some β€” weekend workshop Enduring β€” workmates, old friends, family

β€£
Contribution β€” Pretext:

Why are we communicating?

Examples: Shared Goal β€” team meeting Shared Value β€” close friends Shared Topic β€” comment thread Interlocking Goals β€” marketplace Unclear β€” strangers at a party

β€£
Contribution β€” Pace:

How quickly are we communicating?

Examples: Off the cuff β€” improv, chat rooms Asynchronous β€” texting Thoughtful β€” journal and share Contemplative β€” blog posts

β€£
Contribution β€” Filter:

Why is this or that person talking?

Examples: Invited β€” dinner/camping trip Uninvited β€” question time at a public event / comment in a public forum Selective β€” standard barrier (e.g., university)

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Connections β€” Matchmaking:

What clues connect people?

Examples: Deep Context β€” education, talents, skill sets, interests, values Shallow Markings β€” age, class, gender, race, beauty None/Random β€” chat roulette

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Connections β€” Interreliance:

Do we need each other to proceed?

Examples: Dependent β€” parents/children, gatekeepers Interdependentβ€” congress, social club Independent β€” news feed

β€£
Connections β€” Depth:

How well are people acquainted?

Examples: close friends | acquaintances | strangers | anonymous | mixed |

β€£
Connections β€” Form:

How do we interact?

Examples: In pairs β€” news feed Teams β€” sports league Whole Group β€” sharing circle Disjointed β€” high school dance (in-groups/out-groups)

β€£
Consequences β€” Status:

Is there a social hierarchy?

Examples: Flat β€” no, we focus on equality Ranked β€” scores or skill levels Celebrity β€” huge differences

β€£
Consequences β€” Stakes:

How much will outcomes affect me?

Examples: High β€” THIS MATTERS!!! Medium β€” I'll live either way, but... Low β€” who cares?

β€£
Consequences β€” Durability:

Will what I say stick around?

Examples: Ephemeral β€” Talking at a bar Temporary β€” Snapchat Searchable (w/effort) β€” Microfiche Permanent Record β€” Twitter

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Other Features:

What else is relevant to the situation?

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Cheat Sheet
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