Knowledge-Centric Metrics
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What is Knowledge Work→
Definition and examples
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The Knowledge-centric Perspective→
On software development
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How to measure Productivity in software development→
A knowledge-centric approach
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How to measure Capability in Software Development→
A knowledge-centric approach
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How to measure Human Capital in software development→
A knowledge-centric approach
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How to measure Resource Allocation in software development→
A knowledge-centric approach
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How to measure Predictability in Software Development→
A knowledge-centric approach
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How to measure Collaboration in software development→
A knowledge-centric approach
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How to measure Developer Happiness→
A knowledge-centric approach
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How to Measure Developer Cognitive Load→
A knowledge-centric approach
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How to measure Rework in software development→
A knowledge-centric approach
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How to measure Organizational Scalability in software development→
A knowledge-centric approach
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What is Knowledge Discovery Efficiency (KEDE)→
A metric for measuring capability in software development
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The Mathematics of Knowledge Discovery Efficiency (KEDE)→
This is a short read. Here is the detailed version
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Understanding the details of Knowledge Discovery Efficiency (KEDE)→
KEDE derivation - long and detailed
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A mathematical theory of the state of Flow→
A Knowledge-centric approach
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Measuring Learning Curves in Software Development→
A Knowledge-centric approach
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The Interplay Between Flow Metrics and Knowledge-Centric Metrics→
In Software Development
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What is Knowledge→
Distinction between data, information and knowledge
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Knowledge Discovery Process→
In the context of software development projects
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Perplexity in knowledge work→
How does it feel to do knowledge work?
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Knowledge Discovery→
The internal workings of a Knowledge Discovery Process
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Understanding the details of Knowledge Discovery→
Through the lens of Information Theory
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Mapping LLMs to Human Knowledge Discovery→
Using a process where each step involves generating a single symbol as answer to the current question
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Incremental and Iterative Software Development→
A Knowledge-Centric Perspective
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The Nature of Work→
KEDE is independent of the nature of knowledge work
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KEDE and the quality of code→
KEDE doesn't favour developers writing more code instead of smart code
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Knowledge Reuse→
How code reuse affects KEDE calculation?
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Gaming KEDE→
Is Not Possible
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Output and Outcome in software development→
What is the difference and how to use it?
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The constraint of knowledge work→
Our ability to discover and create knowledge
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We Take a Systems Perspective→
On Knowledge Discovery Efficiency
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Types of System→
Based on the concept of “constraint”
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Situational awareness→
Based on the Cynefin framework
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Methods for knowledge discovery→
Based on the Cynefin framework
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Evaluating Rubik's Cube Solving Strategies→
A Knowledge-Centric Perspective