Ontology โ Fundamentals
December 11, 2025โข572 words
๐ง โจ Ontology โ Fundamentals
Author: Prasanth Karuppasamy
๐ Table of Contents
โ What is Ontology?
๐ฏ Why Ontology?
โ๏ธ How Ontology Works
๐งฉ Terminology
๐ท๏ธ Taxonomy vs Ontology
๐ฐ๏ธ History & Evolution
๐งญ Classifications
๐ Applications
โ What is Ontology?
โจ Etymology
ontos โ being
logos โ study, discourse
๐ Meaning
Ontology = โThe study of being.โ
Ontology asks:
What exists?
What kinds of things exist?
How do these things relate?
๐ฏ Why Ontology?
Ontology is important because it:
๐ Organizes knowledge
๐๏ธ Ensures consistent measurement
๐ค Enables machine reasoning
๐ Improves search, categorization, automation
โ๏ธ How Ontology Works
Ontology construction typically follows 5 steps:
1๏ธโฃ Identify Entities ๐งฉ
Meaning: What things exist in the domain?
Examples:
๐ช Physics โ space, time, field, force
๐งฌ Biology โ cell, gene, organism
โ๏ธ Chemistry โ atom, molecule, reaction
๐ป Computing โ file, user, process, server
๐ Daily world โ car, tree, person, city
2๏ธโฃ Determine Categories ๐ท๏ธ
Meaning: What kinds of things are they?
Examples:
โ๏ธ Electron โ particle (substance)
โ๏ธ Mass โ quantity
๐จ Color โ quality
๐ Bonding โ relation
๐ฅ Melting โ event
๐ก๏ธ Temperature state โ state
Categories classify entities.
3๏ธโฃ Define Properties & Behaviours ๐ฌโก
๐ฆ Properties (What something **has***)*
โ๏ธ Electron โ charge โ1e, spin 1/2
๐ง Water โ boiling point 100ยฐC
๐งช Atom โ atomic number
๐ Car โ color, weight
๐ง Person โ height, age
๐ฉ Behaviours (What something **does***)*
โ๏ธ Electron โ moves in field, emits photon
๐ง Water โ evaporates when heated
๐งจ Chemical โ reacts with oxygen
๐งฒ Magnet โ attracts metal
๐ฅ๏ธ Software process โ executes tasks, spawns threads
4๏ธโฃ Map Relations ๐
Meaning: How are entities connected?
Examples:
๐ part-of โ wheel โ car
๐งช made-of โ molecule โ atoms
๐บ๏ธ located-in โ city โ country
๐ฑ depends-on โ plant โ sunlight
๐ฅ causes โ heat โ expansion
โ๏ธ interacts-with โ proton โ electron
๐พ subset-of โ mammals โ animals
5๏ธโฃ Build Structure ๐๏ธ
Ontologies can be represented as:
๐ช Hierarchies
๐ Graphs
๐ Networks
๐ง Concept maps
๐๏ธ Category diagrams
๐งฉ Ontology Terminology (Using object emojis)
๐ฆ Being
๐ Existence
๐งฑ Entity
๐งฒ Cause
๐ง Individual
๐งญ Universal
๐ Essence
๐ช Accident
๐ชช Identity
โพ๏ธ Persistence
๐ฑ Potentiality
โก Actuality
๐ง Abstract
๐งฑ Concrete
๐ข Discrete
๐ Continuous
๐งฌ Substance
๐งฉ Form
๐งฑ Matter
๐๏ธ Occurrence
๐ Phenomenon
๐ State
๐ฌ Event
๐ Process
๐ ๏ธ Disposition
๐ Capability
๐งญ Modality
๐ Quantity
๐จ Quality
๐ Space
โณ Time
๐งฒ Force
โ๏ธ Function
๐ Permutation
๐งช Condition
๐ Constraint
๐ Summary (Clear & Visual)
Ontology = study of being
Builds structured knowledge
Defines: entities โ categories โ properties โ relations โ structure
Basis for AI, semantics, knowledge graphs, NLP