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Generalization

Data Mining

Generalization

Data Mining

Form of abstraction

Process of extracting and discovering patterns in large data sets

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approx 100 words

Dialectical Questions

General

How are Generalization and Data Mining the same?

How are Generalization and Data Mining different?

What does Generalization highlight about Data Mining?

What does Data Mining highlight about Generalization?

Where do Generalization and Data Mining most directly clash?

Where do Generalization and Data Mining unexpectedly connect?

What are the main strengths of Generalization compared to Data Mining?

What are the main strengths of Data Mining compared to Generalization?

What are the main weaknesses of Generalization compared to Data Mining?

What are the main weaknesses of Data Mining compared to Generalization?

What larger context includes both Generalization and Data Mining?

How might Generalization and Data Mining balance or complement each other?

What would the world look like if Generalization dominated?

What would the world look like if Data Mining dominated?

What would be lost if Generalization disappeared?

What would be lost if Data Mining disappeared?

How might Generalization and Data Mining depend on each other?

What hidden patterns link Generalization and Data Mining?

How might Generalization and Data Mining evolve in the future?

Can the conflict between Generalization and Data Mining be resolved—or only managed?

Self & Identity

How do Generalization and Data Mining shape ideas of identity?

What does choosing Generalization over Data Mining say about the self?

How might people identify with Generalization differently than with Data Mining?

Culture & Symbol

What cultural meanings are attached to Generalization and to Data Mining?

How are Generalization and Data Mining represented in symbols, stories, or media?

What metaphors capture the tension between Generalization and Data Mining?

History & Memory

How has history treated Generalization compared to Data Mining?

What past conflicts or links between Generalization and Data Mining still matter today?

How do memories of Generalization affect the way we see Data Mining?

Nature & Cosmos

How do Generalization and Data Mining relate to the natural world?

How does Generalization reflect universal laws differently from Data Mining?

What natural metaphors describe Generalization and Data Mining?

Body & Health

How do Generalization and Data Mining each affect human wellbeing?

What emotions or sensations are tied to Generalization versus Data Mining?

How do Generalization and Data Mining relate to survival or resilience?

Economy & Work

How do Generalization and Data Mining change the meaning of work or value?

How do Generalization and Data Mining compete for resources?

What would everyday life look like under Generalization versus Data Mining?

Power & Control

How does Generalization try to control or influence Data Mining?

How does Data Mining try to control or influence Generalization?

Who gains power if Generalization dominates Data Mining, or if Data Mining dominates Generalization?

Learning & Knowing

How do Generalization and Data Mining define knowledge differently?

What kinds of truth are emphasized by Generalization versus Data Mining?

How does comparing Generalization and Data Mining expand what we know?

Technology & Tools

How do Generalization and Data Mining influence the tools people use?

How do Generalization and Data Mining change through new technologies?

How do Generalization and Data Mining shape the pace of progress?

Imagination & Play

How do Generalization and Data Mining inspire creativity or play?

What games or stories can be told about Generalization vs Data Mining?

How do Generalization and Data Mining shape our dreams of the future?

Emotion & Expression

What emotions are most connected to Generalization? To Data Mining?

How would art or music express Generalization compared to Data Mining?

What inner conflicts arise when choosing between Generalization and Data Mining?

Paradigms & Patterns

What assumptions about reality are revealed by Generalization versus Data Mining?

What patterns link Generalization and Data Mining?

How could Generalization and Data Mining be combined into a new paradigm?

Generalization

Data Mining