Semester - 3
PROJECTS
Title: Online Grocery Shopping In India- Sentiment Analysis
Synopsis: In this project we picked up the top three online grocery apps in India i.e., BigBasket, Blinkit, and Jio Mart, and analyze customers’ sentiments over these three apps using their reviews. We manage to find out which app is better than the other two and why.
Student Name :
Protyush Jana
Adrija Karmakar
Amrita Chatterjee
Brinta Debnath
Sudeshna Mandal
-----------------------------------
Supervisor: Mr. Taranga Mukherjee
Title: Time Series Analysis of CAC40 STOCK DATA
Synopsis: The data in this project is a CAC 40 stocks data from 2010-20 (source: Kaggle). We want to analyze the various features(Volume, open price, closing price, daily high and daily low) are influencing the trend of the data and try to fit any necessary as well relevant model to estimate future returns of the stock.
Student Name :
1. AAFREEN ARJUMAN
2.ISHA PANDA
3.SAHELI GHOSH
4.SUBHANI AKULY
-----------------------------------
Supervisor: Dr. Sushovon Jana
Title: Phishing Website Classifier using Machine Learning
Synopsis: To build a classification methodology to predict whether a Website is a phishing or not on the basis of given set of Predictors.
Student Name :
Soumen Khatua
Animesh Mandal
-----------------------------------
Supervisor: Dr. Sushovon Jana
Title: Application of Data science in Sports Analytics
Synopsis: Sevilla Has finished 4th in LA-LIGA season 2021-22. We have analysed the performance of the team in the this season & drawn up some conclusions for the team for improving their performance for the next season
Student Name :
Akash Chakraborty
Mrittika Banerjee
Anuza Paul
Akash Singh
Asima Ray Chaudhuri
Shreya Bhuiya
SUBHAM BOSE
-----------------------------------
Supervisor: Mr. Mayukh Bhattacharya
Title: Clustering And Classification of Kepler’s Confirmed Habitable Rocky Exoplanets
Synopsis: We are mainly focused on studying the intrinsic patterns of rocky habitable exoplanets and study the property of different clusters. Studying the rocky exoplanets will help us to know a lot about our universe pattern and also studying this exoplanets particularly with earth like conditions have the potential to solve many question about our existence.
Student Name :
Hrittik Banerjee
Bishal Chakraborty
Soumitro Mukherjee
Sayar Banerjee
Rimi Biswas
-----------------------------------
Supervisor: Dr. Sushovon Jana
Title: An approach for movie recommendation system using Collaborative Filtering
Synopsis: Recommendation System is a filtering program whose primary goal is to predict the “rating” or “preference” of a user towards a domain-specific item. In our project, this domain-specific item is a movie. We have provided n number of movies which are recommended by using user based collaborative system and content based recommendation system for a targeted user.
Student Name :
Satarupa chanda
Arpan Mitra
Saurav Paul
SREEJA SARKAR.
SHREYA CHATTERJEE
-----------------------------------
Supervisor: Dr. Indrani Mukherjee
Title: Application of Supervised Learning in Fake Review Detection
Synopsis:
To detect fake reviews using supervised machine learning algorithm : Based on word count, syntax and grammatical structures, reviews are to be classified as true or fake.
To compare the performance of different supervised machine learning algorithms used: The prediction performance of different machine learning models are to be compared in order to identify the most predictive one.
Student Name :
ABHIK DE.
ANUBHAB MAITY
Koyel Chakraborty
Susnato Chakraborty
-----------------------------------
Supervisor: Ms. Anwesha Sengupta