>
heyMHK
digital garden
Search
Search
Dark mode
Light mode
Domains
home
107
human centered design
51
atoms (33)
molecules (17)
information architecture
50
atoms (30)
molecules (18)
organisms (1)
research methods
33
atoms (22)
molecules (10)
data engineering
51
atoms (31)
molecules (14)
organisms (5)
ai mechanisms
350
atoms (260)
molecules (79)
organisms (10)
knowledge engineering
88
atoms (59)
molecules (25)
organisms (3)
cross domain
103
atoms (41)
molecules (51)
organisms (10)
Notes
select a domain
Home
❯
Knowledge Engineering
❯
atoms
Folder: 06-knowledge-engineering/atoms
59 items under this folder.
Jan 03, 2026
Abilities vs. Skills vs. Knowledge
Jan 03, 2026
Classification Principles vs. Coding Guidelines
Jan 03, 2026
Critical Job Function vs. Critical Task
Jan 03, 2026
Cross-Occupational vs. Occupation-Specific Descriptors
Jan 03, 2026
Derived Classification: Strength Levels
Jan 03, 2026
Direct Match
Jan 03, 2026
Entity Linking
Jan 03, 2026
Essential vs. Optional Skill Relationships
Jan 03, 2026
Job vs. Occupation
Jan 03, 2026
Multilingual Controlled Vocabulary
Jan 03, 2026
Ontology Maintenance at Scale
Jan 03, 2026
Similarity Is Not Relationship
Jan 03, 2026
Skill Contextualization
Jan 03, 2026
The Skill Reusability Spectrum
Jan 03, 2026
Specific Vocational Preparation (SVP)
Jan 03, 2026
Tacit Knowledge
Jan 03, 2026
Worker-Oriented vs. Job-Oriented Descriptors
Jan 02, 2026
Annotation Quality Bias in Semantic Matching
Jan 02, 2026
Bona Fide vs. Fiat Objects
Jan 02, 2026
Chunk Integration Is Critical for Graph RAG
Jan 02, 2026
Cognification
Jan 02, 2026
Conceptual Module
Jan 02, 2026
The Construction Bottleneck Problem
Jan 02, 2026
Document Acts Create Social Reality
Jan 02, 2026
When Should Schema Emerge vs Be Designed?
Jan 02, 2026
Granular Partition Theory
Jan 02, 2026
The Hybrid Knowledge Elicitation Pattern
Jan 02, 2026
The Implicit Pattern Problem
Jan 02, 2026
Knowledge Elicitation
Jan 02, 2026
Knowledge Elicitation Efficiency Metrics
Jan 02, 2026
The LLM-KG Paradigm Inversion
Jan 02, 2026
Modeled Is Not the Same as Usable
Jan 02, 2026
95% Accuracy with Modular Prompting (vs. Near-Failure Without)
Jan 02, 2026
Multi-Granular Embeddings
Jan 02, 2026
Non-Summative Aggregates
Jan 02, 2026
Ontological Integrity
Jan 02, 2026
Ontology Design Pattern
Jan 02, 2026
Ontology Design Pattern (ODP)
Jan 02, 2026
Ontology-Guided Knowledge Graph Construction
Jan 02, 2026
The Ontology Merging Problem
Jan 02, 2026
The Reification Gap in LLM Modeling
Jan 02, 2026
Schema-Based vs Schema-Free Extraction
Jan 02, 2026
Semantic Similarity Rating (SSR)
Jan 02, 2026
Similarity Search Is Not Relationship Traversal
Jan 02, 2026
Textual Similarity vs. Structural Relationship
Jan 02, 2026
Static vs Dynamic Schemas
Jan 02, 2026
The Structure-Richness Tradeoff
Jan 02, 2026
Three Bottlenecks of Traditional KG Construction
Jan 02, 2026
The Type-Instance Confusion Problem
Jan 02, 2026
Knowledge Transmission Decays Over Time
Jan 01, 2026
Combination (Explicit → Explicit)
Jan 01, 2026
Entity Linking Reduces Dimensionality by Collapsing Synonyms
Jan 01, 2026
Explicit Knowledge
Jan 01, 2026
Externalization (Tacit → Explicit)
Jan 01, 2026
Information vs. Knowledge
Jan 01, 2026
Internalization (Explicit → Tacit)
Jan 01, 2026
Metaphor as Knowledge Bridge
Jan 01, 2026
Socialization (Tacit → Tacit)
Jan 01, 2026
Tacit Knowledge