Stylometry approach detecting writing patterns and changings using NLTK, XML-roBERTa, Gensim topic modelling and unsupervised-PCA learning

NLP experiments on web rock-based news articles using Python

기관 협업 공동 연구(23.08~12) - 한국기초과학지원연구원(Korea Basic Science Institute)

Language of Music - Topic modelling of over 5 million lyrics.

Выполняется тематическое моделирование для отзывов о работе банка с подробным анализом полученных тем

2023년 11월 대한산업공학회(UNIST) - Developing data-driven QFD: A systematic approach to employing text information using product manuals, 2저자

2023년 7월 논문게재(한국벤처창업연구) : COVID-19에 따른 글로벌 창업 트렌드 분석: Cruchbase를 중심으로(Analysis of Global Entrepreneurship Trends Due to COVID-19: Focusing on Crunchbase, 1저자

Topic modeling for NYT articles.

This project is an unsupervised NLP-based recipe recommender system designed to provide personalized recipe suggestions. The system employs content-based filtering techniques, utilizing cosine similarity to measure the resemblance between user inputs and a database of recipes.

A Project on Topic Modeling using alogoriths like LSA/LSI, LDA, NMF on RACE dataset

Sentiment analysis and topic modeling of Russia-Ukraine war-related tweets

[University_SWContest2021] Social-media 기반의 텍스트 마이닝

Web scraping to gain company insights. Scraping and analysing customer review data to uncover findings for British Airways

Analyze Tweets Sentiment Using NLP

This project showcase the application of LDA Topic Modelling and KMeans Clustering for extracting information from the PDF documents

Its Python based Topic Modelling project which identifies hidden topics from the given data using LDA(Latent Dirichlet Allocation)

In this project, I explore a TripAdvisor hotel review dataset with the LDA algorithm, Rapid Keyword Extraktion (RAKE)

This repository contains various small Natural Language Processing based projects including text summarization using Spacy and N-grams, along with word predictions.