RubyGems Navigation menu

jekyll-related-posts 0.1.2

Proper related posts plugin for Jekyll - uses document correlation matrix on TF-IDF (optionally with Latent Semantic Indexing). Each document is tokenized and stemmed, every word found is treated as keyword for analysis (except for some stop words). TF-IDF matrix for the whole site is calculated (including extra provided weights), then if given accuraccy is lower than 1.0, LSI algorithm is used to compute new simplified vector space. Document correlation matrix is created using dot product of the matrix and its transpose. For each of the post' related documents are inserted into priority queue (sorted by score from document correlation matrix), assuming the score is greater than minimal required score. Selected few bests related posts are retrieven from the queue. Liquid template for each post is rendered and <related-posts /> is replaced with the outcomes of algorithm.

Versions:

  1. 0.1.2 - October 23, 2016 (10 KB)
  2. 0.1.1 - November 13, 2015 (10 KB)
Show all versions (3 total)

Runtime Dependencies (8):

Development Dependencies (1):

  • bundler ~> 1.6
  • Owners:

    Authors:

    • Amadeusz Juskowiak

    SHA 256 checksum:

    d4d5b07c7e05dc96024ca6f97059b442b369810e08495a4830c3731b23536ffc

    Total downloads 9,118

    For this version 4,964

    Gemfile:
    = Copy to clipboard Copied!

    install:
    =

    License:

    MIT

    Required Ruby Version: >= 0

    Links: