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ACQUIRING KNOWLEDGE
Six Ways to Acquire Knowledge
1. Tenacity
2. Intuition
3. Authority
4. Rationalism
5. Empiricism
6. Science
2
1. Tenacity
Knowledge based on superstition or habit
Examples:
 “Good research can only be done by those who are below 30’s”
 “MIS has too many DFD’s and is complex”
 “Statistics is too inefficient for real use”

Exposure: The more we see something,

the more we like it
Tenacity has
 No guarantee of accuracy
 No mechanism for error correction

Knowledge from tenacity is prejudism
2. Intuition
Guesswork: An approach that is not based on
reasoning or inference
Examples:
I think he is a nice person
It’s probably going to rain today

We do not really understand why we believe it
No way to separate accurate from inaccurate knowledge
Can be used to form hypotheses
Can be very misleading

4
3. Authority
Accepted because it comes from a respected source
Examples:
Religion
Totalitarian government
Rules our parents taught us

No way to validate or question the knowledge
Not the same as asking an expert – we can accept, reject, or

challenge an expert

Teachers are experts, not authorities

5
4. Rationalism (Reasoning)
Acquisition of knowledge through reasoning
Logical deduction
Assume knowledge is correct if the correct reasoning process is

used
Middle ages relied almost exclusively on rationalism
Important for theory and pure math
A mathematical proof is rationalism at its best
Theoretical physics … experimental physics

Easy to reach incorrect conclusions

False premises
Mistakes in the reasoning or steps skipped

Use rationalism to arrive at a hypothesis, then test with the

scientific method

6
5. Empiricism
Acquiring knowledge through experience
“I have experienced it, therefore it is true”
Experience is subjective and hard to control
“I wrote 3 programs without designing and they worked – designs

are worthless!
Who wrote them?
What programs?
Was the design present but just unwritten?

Much of computer “science” is just empiricism

7
6. Science
Testing ideas empirically according to a specific testing
procedure that is open to public inspection
Based on reality
Scientists have to look at the fire, not the shadows

Separate personal beliefs, perceptions, biases, attitudes, emotions
We all have biases; science helps us ignore them

Based on objectively observed evidence

8
Scientific Method

Identify a Problem
Form Hypothesis
Design Experiment

The most
creative
part

Conduct Experiment
Hypothesis Testing
Reject Hypothesis

Accept Hypothesis

Disseminate Results
© Jeff Offutt, 2007

9
Use……
Much of life is about solving problems
Education is not about skills, it is about knowledge
Use your education knowledge to help you:
Think rationally
Question authority
Solve all of life’s problems

10

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6 WAYS ACQUIRE KNOWLEDGE SCIENTIFICALLY

  • 2. Six Ways to Acquire Knowledge 1. Tenacity 2. Intuition 3. Authority 4. Rationalism 5. Empiricism 6. Science 2
  • 3. 1. Tenacity Knowledge based on superstition or habit Examples:  “Good research can only be done by those who are below 30’s”  “MIS has too many DFD’s and is complex”  “Statistics is too inefficient for real use” Exposure: The more we see something, the more we like it Tenacity has  No guarantee of accuracy  No mechanism for error correction Knowledge from tenacity is prejudism
  • 4. 2. Intuition Guesswork: An approach that is not based on reasoning or inference Examples: I think he is a nice person It’s probably going to rain today We do not really understand why we believe it No way to separate accurate from inaccurate knowledge Can be used to form hypotheses Can be very misleading 4
  • 5. 3. Authority Accepted because it comes from a respected source Examples: Religion Totalitarian government Rules our parents taught us No way to validate or question the knowledge Not the same as asking an expert – we can accept, reject, or challenge an expert Teachers are experts, not authorities 5
  • 6. 4. Rationalism (Reasoning) Acquisition of knowledge through reasoning Logical deduction Assume knowledge is correct if the correct reasoning process is used Middle ages relied almost exclusively on rationalism Important for theory and pure math A mathematical proof is rationalism at its best Theoretical physics … experimental physics Easy to reach incorrect conclusions False premises Mistakes in the reasoning or steps skipped Use rationalism to arrive at a hypothesis, then test with the scientific method 6
  • 7. 5. Empiricism Acquiring knowledge through experience “I have experienced it, therefore it is true” Experience is subjective and hard to control “I wrote 3 programs without designing and they worked – designs are worthless! Who wrote them? What programs? Was the design present but just unwritten? Much of computer “science” is just empiricism 7
  • 8. 6. Science Testing ideas empirically according to a specific testing procedure that is open to public inspection Based on reality Scientists have to look at the fire, not the shadows Separate personal beliefs, perceptions, biases, attitudes, emotions We all have biases; science helps us ignore them Based on objectively observed evidence 8
  • 9. Scientific Method Identify a Problem Form Hypothesis Design Experiment The most creative part Conduct Experiment Hypothesis Testing Reject Hypothesis Accept Hypothesis Disseminate Results © Jeff Offutt, 2007 9
  • 10. Use…… Much of life is about solving problems Education is not about skills, it is about knowledge Use your education knowledge to help you: Think rationally Question authority Solve all of life’s problems 10