keyword-analysis

Keyword analysis from Naver

If you need the data of the Facebook bamboo forest document used in this project, please e-mail us.

takis0112@gmail.com

Results

Requirements

• Python 3.5
• java 1.8
• node.js 6.10.2

Open Source

• facebook-api
• Komoran Morphologica analyzer
• Twitter Morphological analyzer

But we used the Komoran morpheme analyzer.

• Word2Vec

But I've rewrite it in Java. See JunhoKim github

Algorithm

• Cosine Similarity
• TF-IDF

Screenshot (Kyunghee University Keyword & Words related to "연애")

Optional

• Data Visualization in Web (Word cloud)

Keyword = DF * (1/log_3(Rank) * (1/5)
Associated word = Cosine similarity * 1000 * (1/log_3(Rank) 

Author

Junho Kim, JungHyun Park, SeonYeong O