Simple Recommender System for Viblo Website using LDA (Latent Dirichlet Allocation)

Blog Post

• https://viblo.asia/p/xay-dung-he-thong-goi-y-don-gian-cho-website-viblo-YWOZrgLYlQ0

Command

export PYTHONPATH="path_to_Recommender_System_Viblo_project"

Viblo's API

• Posts: https://viblo.asia/api/posts
• 1 Post with slug field: https://viblo.asia/api/posts/GrLZDXBBZk0

Reference

LDA

• https://www.machinelearningplus.com/nlp/topic-modeling-gensim-python/
• https://radimrehurek.com/topic_modeling_tutorial/2%20-%20Topic%20Modeling.html
• https://markroxor.github.io/gensim/static/notebooks/gensim_news_classification.html#topic=1&lambda=1&term=
• https://nlpforhackers.io/topic-modeling/

Multicore LDA

• https://rare-technologies.com/multicore-lda-in-python-from-over-night-to-over-lunch/

Online Learning LDA

• https://radimrehurek.com/gensim/models/ldamodel.html#usage-examples
• https://radimrehurek.com/gensim/wiki.html#latent-dirichlet-allocation
• https://wellecks.wordpress.com/2014/10/26/ldaoverflow-with-online-lda/

Similarity

• https://www.kaggle.com/ktattan/lda-and-document-similarity

Visual

• https://www.kaggle.com/yohanb/lda-visualized-using-t-sne-and-bokeh

Other

• https://miningthedetails.com/blog/python/lda/GensimLDA/