An advanced hospital rating system using machine learning and natural language processing

An advanced hospital rating system using machine learning and natural language processing

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science, 2023.

Manylion Llyfryddiaeth
Prif Awduron:	Tamjid, Ali Asgar, Galpo, Gaurab Paul, Urmi, Khadija Begum, Chitto, Fatema Sadeque, Annafi, Sadia
Awduron Eraill:	Chakraborty, Amitabha
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	Brac University 2023
Pynciau:	Hospital review Multiclass dataset Web scrapping Sentiment analysis NLP Deep learning SVM Logistic regression Random forest Decision tree BERT CNN Hospital ranking Sentiment prediction Web application Cognitive learning theory Machine learning
Mynediad Ar-lein:	http://hdl.handle.net/10361/21912

Eitemau Tebyg

Amazon product reviews sentiment analysis using supervised learning algorithms
gan: Hawladar, Mohibullah, et al.
Cyhoeddwyd: (2021)

A hybrid rumor detection model derived from a comparative study of supervised approaches
gan: Aothoi, Mehzabin Sadat, et al.
Cyhoeddwyd: (2023)

Sentiment analysis for Bengali newspaper headlines
gan: Hossain, Mohammad Samman, et al.
Cyhoeddwyd: (2017)

Predicting stock market movement using sentiment analysis of twitter feed
gan: Chakraborty, Pranjal, et al.
Cyhoeddwyd: (2017)

A transformer based approach to detect the sentiment of drivers in ride sharing platforms
gan: Chakraborty, Sovon
Cyhoeddwyd: (2024)

A machine learning approach to predict movie box-office success
gan: Quader, Nahid, et al.
Cyhoeddwyd: (2018)

Conversational AI for companionship
gan: Khan, Zakaria, et al.
Cyhoeddwyd: (2022)

Automated model to rank candidates for a job position based on data extracted from LinkedIn profiles
gan: Nadia, Mouri Hoque
Cyhoeddwyd: (2024)

Social media trend analysis to predict the success of products using deep learning technique
gan: Khan, Farden Ehsan, et al.
Cyhoeddwyd: (2023)

Sentiment analysis on Bangladesh airlines review data using machine learning
gan: Hasib, Khan Md.
Cyhoeddwyd: (2022)

A counseling system to predict the study path for freshmen
gan: Usha, Rowshni Tasneem, et al.
Cyhoeddwyd: (2019)

Sentiment analysis on mobile operators’ customer review
gan: Hossain, Mohammed Mohibul, et al.
Cyhoeddwyd: (2020)

An effective machine learning approach for sentiment analysis of restaurant reviews
gan: Karim, Rabita
Cyhoeddwyd: (2018)

Into the heart of Bangla speech: advancing speech sentiment recognition with semi-supervised multimodal machine learning model leveraging an iterative SHAP-based feature selection
gan: Shruti, Abanti Chakraborty
Cyhoeddwyd: (2024)

Analyzing users’ sentiment towards video games based on reviews from microblog
gan: Roy, Abhijeet, et al.
Cyhoeddwyd: (2018)

Optimizing restaurant recommendations through sentiment analysis
gan: Juha, Tasnia, et al.
Cyhoeddwyd: (2024)

Stock Market Price movement prediction using RNN and Point-weight Sentiment
gan: Uddin, S. M. Rageeb Noor, et al.
Cyhoeddwyd: (2022)

Sentiment analysis in Bengali Text using NLP
gan: Sarkar, Ankon, et al.
Cyhoeddwyd: (2023)

Feature based mobile phone rating using sentiment analysis and machine learning approaches
gan: Kafi, Abdullahil, et al.
Cyhoeddwyd: (2018)

Human sentiment analysis using natural language processing
gan: Shamya, Md. Shamiul Haque Khan, et al.
Cyhoeddwyd: (2024)

Finding suitable locations for live campaigns using different machine learning techniques
gan: Qudar, Mohiuddin Md. Abdul, et al.
Cyhoeddwyd: (2018)

Analysis on the effects of wallstreetbets on the stock market
gan: Hossain, Abir, et al.
Cyhoeddwyd: (2022)

Automation requirements engineering using machine learning
gan: Abid, Md.Mehedy Hasan, et al.
Cyhoeddwyd: (2022)

Forecasting bitcoin price considering macro economic factors and media influence using bidirectional LSTM and random forest regressor as ensemble model
gan: Ghose, Swattic, et al.
Cyhoeddwyd: (2023)

Embedded system based bangla intelligent social virtual robot with sentiment analysis
gan: Hossain, Md. Ishan Arefin, et al.
Cyhoeddwyd: (2018)

Text classification with an efficient preprocessing technique for cross-language and multilingual data
gan: Khan, Towhid, et al.
Cyhoeddwyd: (2023)

A deep learning approach to predict crypto-currency price by evaluating sentiment and stock market correlations
gan: Maliha, Miftahul Zannat, et al.
Cyhoeddwyd: (2023)

A framework for sentiment analysis: a data-driven approach
gan: Islam, Md. Jahedul, et al.
Cyhoeddwyd: (2021)

Sentiment classification on Bengali food and restaurant reviews
gan: Hossain, Abid, et al.
Cyhoeddwyd: (2024)

A deep learning approach to integrate human-level understanding in a Chatbot
gan: Al Mamun, Amirul Islam, et al.
Cyhoeddwyd: (2021)

Aspect-based sentiment analysis using SemEval and Amazon datasets
gan: Hasib, Tamanna, et al.
Cyhoeddwyd: (2018)

Child Safe Browser Extension: A Browser Extension to Detect Adultery and Violent Content to Make Safer Web for Children
gan: Alhossen, Md., et al.
Cyhoeddwyd: (2021)

Bang-lish sentiment classification using deep learning
gan: Saleheen, Abrar, et al.
Cyhoeddwyd: (2023)

Detecting sarcasm in Bengali comments using NLP
gan: Chowdhury, Md. Jamiur Rahman
Cyhoeddwyd: (2024)

An integrated approach: fake review detection using convBERT-BiLSTM classification
gan: Mahmud, Md. Anas, et al.
Cyhoeddwyd: (2024)

Predicting stock market trend from twitter feed and building a framework for Bangladesh
gan: Karim, Shabab, et al.
Cyhoeddwyd: (2018)

Chronic kidney disease detection using ensemble classi ers and feature set reduction
gan: Shawan, Naveed Rahman, et al.
Cyhoeddwyd: (2019)

Sentiment analysis using R: an approach to correlate bitcoin price fluctuations with change in user sentiments
gan: Rahman, Shaomi, et al.
Cyhoeddwyd: (2018)

Prediction of bipolar disorder from mental episodes using machine learning approach
gan: Tasmeem, Sumaiya, et al.
Cyhoeddwyd: (2023)

Sentimental analysis of customer product Reviews to understand customer needs using machine learning
gan: Symum, Md Abdullah Al, et al.
Cyhoeddwyd: (2023)