Amount Quote by Barrows Dunham
“When you want to organize knowledge. you will be careful to base the classification upon essential qualities. You will thus derive classes in which the members have the greatest amount of resemblance to one another and the greatest amount of difference from the members of other classes. But suppose that, instead of organizing knowledge, you set out to organize ignorance and prejudice. You will then do precisely the opposite.You will keep the classification vague and flexible, so that it can be made to include just whatever individuals you choose.”
About This Quote
Organizing knowledge should be based on essential qualities, creating clear, distinct categories; doing the opposite yields vague, biased groupings.
In simple terms: Classify by core traits, not by prejudice.
Use precise criteria for classification.
Themes
Mood
Type
When to use this quote
- academic research
- data organization
- policy making
- education
- machine learning
Key Concepts
Questions to Reflect On
- What essential qualities define your categories?
- How can you avoid bias in classification?
Vague categories can hide truth and reinforce bias.