Text Mining & Recommender System using Machine Learning
December 22-26, 2019
Department of Computer Science & Engineering
National Institute of Technology Arunachal Pradesh
Text mining is the process of deriving high quality information from text. Recommender systems aim to predict users’ interests and recommend product items that quite likely are interesting for them. Through this workshop a participant will learn how to represent text data, how to write machine learning algorithms to analyse them and how to evaluate these algorithms.
Who can participate?
Students and faculties interested in E-Commerce, Online Advertising, Natural Language Processing, Linguistics, Machine Learning can attend.
Session-1 Introduction to Data Science
Session-2 Foundations of Recommender Systems
Lab-Session-1 Python installation and coding
Session-3 Information Retrieval
Session-4 RS types and Evaluation Methods
Lab-Session-2 Recommender System-1(user based)
Session-5 Basics of NLP
Session-6 Similarity measures in collaborative filtering
Lab-Session-3 Recommender System-2(item based)
Session-7 POS tagging
Session-8 Online Recommender Systems
Lab-Session-4 POS tagging
Session-9 Sentiment Analysis
Session-10 Model based Recommender Systems
Lab-Session-5 Sentiment Analysis
Participants won’t be charged for registration. They have to bring their notebooks & pens. Maximum number of participants is limited to 20. Prior online registration is mandatory and will be done on first come first serve basis. Registration will be confirmed during online registration. Spot registration will also be facilitated on special request.
Non-local participants will be provided accommodation and dinner @ Rs.3000. Online payment can be made to
Dr. Biri Arun,
Participants will be provided free local transportation within Doimukh, Naharlagun and Itanagar.
Start of Online Registration: 1/10/2019
End of Online Registration: 10/12/2019
Dr. Biri Arun
Dr. Deepak Gupta
Prof. Achyuth Sarkar
Prof. Koj Sambyo
Prof. Manash Pratim Dutta
Prof. Rajat Subhra Goswami
Prof. Subhasish Banerjee
Prof. Swarnendu Kumar Chakraborty
About NIT Arunachal Pradesh
This is the tenth year of the Institute since its inception. The Institute has been progressing steadily in academics and research through the contributions of faculty members and students. It is located in the scenic yupia valley.
Contact for any kind of assistance: Dr. Biri Arun,
Mobile-9402424457, [email protected]