Lesson 54: Structuring Context with Macro and Micro Semantics
Key Takeaways
Core Concepts
Main Teaching
hello this is the 15th lecture of the semantic seo course in this lecture we will continue to examine the specific contextual structure that we created in this area so last time we checked this part and once we finish our specific main content we start to create a contextual border one more time we put one h2 once we put it we tell the person to give all the books or the scientists with their codes and etc then again one more time we tell the person to use the milligrams and describe the electrolytes connection to directly the water intoxication then we try to give a kinds of connection from t...
Koray's Terminology
| Term | Meaning in Context |
|---|---|
| Contextual Vector | The ordered sequence of headings and content that creates a straight-line flow of context through a document |
| Contextual Border | The boundary between macro and micro context, between main and supplementary content |
| Macro Context | The main topic and primary context of a web page, processed in the main content area |
| Main Content | The primary section of a web document processing the macro context and major query needs |
| Contextual Domain | The broader context that unites different knowledge domains through entities and attributes |
Practical Application
- Create a content brief using Koray's contextual vector methodology
- Study the concepts presented in this lesson until they become intuitive
- Review the related case studies mentioned by Koray for real-world application
- Practice identifying the key terminology in your own SEO projects
- Apply the frameworks discussed to a test website or content network
- Revisit this lesson after completing later lessons to deepen understanding
Connection to Framework
Full Transcript
hello this is the 15th lecture of the semantic seo course in this lecture we will continue to examine the specific contextual structure that we created in this area so last time we checked this part and once we finish our specific main content we start to create a contextual border one more time we put one h2 once we put it we tell the person to give all the books or the scientists with their codes and etc then again one more time we tell the person to use the milligrams and describe the electrolytes connection to directly the water intoxication then we try to give a kinds of connection from these events and from there we go to the actual calculation of the water intake in a correct way or its opposite and some boolean questions and the treatment directly to bring the topic back because if you continue to continue to disrupt it further after the military training or some other things if you continue to talk about something else the subsection will be too irrelevant that's why important but also list relatively least important attribute it comes at the end with an instruction list and the instruction definition any instruction that we are giving here for the treatment it will be touching one of these symptoms one more time so basically at the end of the article again one more time we are actually touching the most important part so last lecture we actually talk about sorry for this we talk about the distribution of the contextual domains inside an article there is one more thing when we check the articles you will realize that the specific context terms in the macro context directly in the h1 they will be appearing web page site but some other words or some other contextual vectors that appears around the nausea i guess vomiting headaches fatigue or colorful color of the urine whenever we talk one of these things the words that appear in this part they won't be appearing in the next one but there is always a specific context term that will always be for flowing in the web page it will be about drinking too much water so basically we are using this context term and in every subsection we slightly talk about something else together with this the color of urine won't be mentioned in a low blood sugar for instance or even if it is mentioned there will be some other words that appear in this area but they won't be appearing in this part this is actually called in two ways one of them is statistical linguistics another one is actually distributional if i can write it correctly semantics if you are able to use these two things it will be easy for you because in my ranking algorithm examination i directly told that there are two types of ranking algorithms one is coming from the quantities the other one is coming from the qualities or qualitatives and usually checking the quantity is easier than the quality so the first initial and the better rankings it can come with the usage of the proper rankings and the second is the part of the matching so this is the basic part of the ranking algorithm so it is that easy and it is a very useful thing to have in your context that's why finding the most important context terms for these subsections in the context of drinking too much water but not drinking water drinking too much water in this context if you are able to find the most relevant specific concepts for this it will be really useful years ago when i didn't have the this level of let's say experience i was using word2vec all these specific connections and you will start to sense it and for the last four years i don't use any tool one more thing is any of these questions they don't come from people access questions we try to trigger new questions we don't repeat the existing ones okay so for the next a few more lectures we will see actually more content briefs then we will look at the articles directly thank you