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Data Science

Semantic Web

Data Science

Semantic Web

Field of study to extract knowledge from data

Extension of the Web to facilitate data exchange

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Dialectical Questions

General

How are Data Science and Semantic Web the same?

How are Data Science and Semantic Web different?

What does Data Science highlight about Semantic Web?

What does Semantic Web highlight about Data Science?

Where do Data Science and Semantic Web most directly clash?

Where do Data Science and Semantic Web unexpectedly connect?

What are the main strengths of Data Science compared to Semantic Web?

What are the main strengths of Semantic Web compared to Data Science?

What are the main weaknesses of Data Science compared to Semantic Web?

What are the main weaknesses of Semantic Web compared to Data Science?

What larger context includes both Data Science and Semantic Web?

How might Data Science and Semantic Web balance or complement each other?

What would the world look like if Data Science dominated?

What would the world look like if Semantic Web dominated?

What would be lost if Data Science disappeared?

What would be lost if Semantic Web disappeared?

How might Data Science and Semantic Web depend on each other?

What hidden patterns link Data Science and Semantic Web?

How might Data Science and Semantic Web evolve in the future?

Can the conflict between Data Science and Semantic Web be resolved—or only managed?

Self & Identity

How do Data Science and Semantic Web shape ideas of identity?

What does choosing Data Science over Semantic Web say about the self?

How might people identify with Data Science differently than with Semantic Web?

Culture & Symbol

What cultural meanings are attached to Data Science and to Semantic Web?

How are Data Science and Semantic Web represented in symbols, stories, or media?

What metaphors capture the tension between Data Science and Semantic Web?

History & Memory

How has history treated Data Science compared to Semantic Web?

What past conflicts or links between Data Science and Semantic Web still matter today?

How do memories of Data Science affect the way we see Semantic Web?

Nature & Cosmos

How do Data Science and Semantic Web relate to the natural world?

How does Data Science reflect universal laws differently from Semantic Web?

What natural metaphors describe Data Science and Semantic Web?

Body & Health

How do Data Science and Semantic Web each affect human wellbeing?

What emotions or sensations are tied to Data Science versus Semantic Web?

How do Data Science and Semantic Web relate to survival or resilience?

Economy & Work

How do Data Science and Semantic Web change the meaning of work or value?

How do Data Science and Semantic Web compete for resources?

What would everyday life look like under Data Science versus Semantic Web?

Power & Control

How does Data Science try to control or influence Semantic Web?

How does Semantic Web try to control or influence Data Science?

Who gains power if Data Science dominates Semantic Web, or if Semantic Web dominates Data Science?

Learning & Knowing

How do Data Science and Semantic Web define knowledge differently?

What kinds of truth are emphasized by Data Science versus Semantic Web?

How does comparing Data Science and Semantic Web expand what we know?

Technology & Tools

How do Data Science and Semantic Web influence the tools people use?

How do Data Science and Semantic Web change through new technologies?

How do Data Science and Semantic Web shape the pace of progress?

Imagination & Play

How do Data Science and Semantic Web inspire creativity or play?

What games or stories can be told about Data Science vs Semantic Web?

How do Data Science and Semantic Web shape our dreams of the future?

Emotion & Expression

What emotions are most connected to Data Science? To Semantic Web?

How would art or music express Data Science compared to Semantic Web?

What inner conflicts arise when choosing between Data Science and Semantic Web?

Paradigms & Patterns

What assumptions about reality are revealed by Data Science versus Semantic Web?

What patterns link Data Science and Semantic Web?

How could Data Science and Semantic Web be combined into a new paradigm?

Data Science

Semantic Web