Basics
Strong Slot and Filler Structures
Strong Slot and Filler Structures typically: Represent links between objects according to more rigid rules. Specific notions of what types of…
July 15, 2021 · Rajil TLAuthor: Rajil TL
Rajil TL is a SenseCentral contributor focused on tech, apps, tools, and product-building insights. He writes practical content for creators, founders, and learners—covering workflows, software strategies, and real-world implementation tips. His style is direct, structured, and action-oriented, often turning complex ideas into step-by-step guidance. He’s passionate about building useful digital products and sharing what works.
Basics
Procedural Knowledge Representations
Declarative or Procedural? Declarative knowledge representation: Static representation — knowledge about objects, events etc. and their relationships and states given.…
July 15, 2021 · Rajil TLBasics
Logic Knowledge Representation
We briefly mentioned how logic can be used to represent simple facts in the last lecture. Here we…
July 15, 2021 · Rajil TLBasics
Issue in Knowledge Representation
Below are listed issues that should be raised when using a knowledge representation technique: Important Attributes — Are…
July 15, 2021 · Rajil TLBasics
Inferential Knowledge
Represent knowledge as formal logic: All dogs have tails : dog(x) hasatail(x) Advantages: A set of strict rules. Can be used to derive…
July 15, 2021 · Rajil TLBasics
Approaches to Knowledge Representation
Simple relational knowledge The simplest way of storing facts is to use a relational method where each fact…
July 15, 2021 · Rajil TLBasics
Knowledge Representation
What to Represent? Let us first consider what kinds of knowledge might need to be represented in AI…
July 15, 2021 · Rajil TLBasics
Means-Ends Analysis
Allows both backward and forward searching. This means we could solve major parts of a problem first and…
July 15, 2021 · Rajil TLBasics
And-Or Graphs
Useful for certain problems where The solution involves decomposing the problem into smaller problems. We then solve these…
July 15, 2021 · Rajil TLAdvanced
Heuristic Search
A heuristic is a method that might not always find the best solution but is guaranteed to find a good solution…
July 15, 2021 · Rajil TL