1. Linking from Article Content to Site Entry Points: The First Upgrade to the Series Reading Structure. In a previous article (see: Building a "Lightweight Knowledge Index" for a Blog (Part 4): Series Article Navigation and Reading Path Design), the aim was to address the issue of discontinuous horizontal reading paths between articles within the same series on the blog…

1. How does AI compare vectors? In the previous article (see: AI Semantic Space Exploration (II): From a Word to an Article—How Semantic Vectors Are Generated), we already know that whether it's a word, a sentence, or an entire article, it can be compared using Emb…

Chapter 1 From Content to Page: The Other Half of the Story In the previous article (The Evolution of the Web (Part 1): From Page to Content—What Has WordPress Changed?), we used "content" in web pages as a starting point to introduce the evolution of content from the early static web page era to the close relationship between content and pages…

1. Questions Arising from the Right-Side Menu In my previous article on implementing the "right-side menu" function (see: Building a "Lightweight Knowledge Index" for Blogs (Part 7): Right-Side Menu—A Unified Organization Mechanism for Semantic Space and Classification System), I used a classification recommendation algorithm based on semantic similarity. Its core…

1. Introduction In previous articles in this series, I added two features to the bottom of the article page: "Related Articles" (see: Building a Lightweight Knowledge Index for Your Blog (Part 3): Design and Implementation of a Lightweight Recommendation System for WordPress Based on Pre-computed Semantic Indexes) and "Guess What You Might Want,"...