The first mini project kind of Data Structure & Algorithm subject. Enjoy it !

Basic Information Retrieval Algorithms and Data Structures

A system for predicting demographic attributes (age, gender, interests) by reading browsing history, with accompanying published research.

This is a java application to find the nearest neighboring document using cosine similarity and euclidean distance

A content-based pet recommendation system fetches the information provided by the user. Based on the user input about the pet, a list of pets matching the criteria of the user of input will be displayed

Knowledge processing technologies : Information Retrieval and text classification

IR and text mining project to calculate candidate's job profile score based on factors such as Education, Discipline, Required Skills, Desired Skills, and Years of Experience. Implemented Inverted Index algorithm for job filtering and Vector Space Model algorithm for ranking the documents (Jobs).

Automate options for libralry

This Java project builds a search engine using information retrieval techniques like TF-IDF and cosine similarity.

Using Apache Lucene to index documents in AP89 corpus, perform retrieval on TREC topics and evaluate the performance of retrieval algorithms using different evaluation metrics

A vanilla Vector Space Model for Terrier 3.6, did during the Information Retrieval MS Course. It comprehend a module for a pre-calculus of the L2 Norm of the document collection

Simple vector space model retrieval system

Using Vector Space Model in Simple Tweets Database with Custom Test Cases for COVID-19 related Misinformation Data.