Assignment PPW (Pencarian dan Penambangan Web)

This is to “deploy for my assignment PPW (Pencarian dan Penambangan Web) task”. In here will be there all of my task about “text mining, crawling website, visualization, and evaluation for how to find and mining website more effective” using Jupyter Book.

Check out the content pages bundled with this sample book to see more.

Link Website

Crawling & Logistic Regression

• Tugas 1 : Crawling Berita Online
• Tugas 2 : Membuat VSM dengan isi TF-IDF
• Tugas 3.1 : Implementasi Algoritma Logistic Regression
• Tugas 3.2 : Uji Coba Model Logistic Regression
• Tugas 6.1 : Implementasi Logistic Regression dengan SVD
• Tugas 6.2 : Uji Coba Model Logistic Regression

Centrality

• Tugas 4.1 : Mencari Keterkaitan antar Berita
• Tugas 4.2 : Melakukan Ringkasan pada Berita

Similarity

• Tugas 5 : Mencari Dokumen berdasarkan Kalimat

Clustering

• Tugas 7 : Implementasi Fuzzy C-Means

Keyword Extraction

• Tugas UTS : Melakukan Keyword Extraction pada Berita

Word Embedding

• Word Embedding