An effective machine learning approach for sentiment analysis of restaurant reviews

An effective machine learning approach for sentiment analysis of restaurant reviews

This thesis report is submitted in partial fulfilment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2016.

Bibliografische gegevens
Hoofdauteur:	Karim, Rabita
Andere auteurs:	Uddin, Dr. Jia
Formaat:	Thesis
Taal:	English
Gepubliceerd in:	BARC University 2018
Onderwerpen:	Machine learning Sentiment analysis Opinion analysis Restaurant reviews Gaussian Naive Bayes classifier
Online toegang:	http://hdl.handle.net/10361/9023

Gelijkaardige items

Analyzing data of social media to evaluate customer behavior of companies using sentiment analysis
door: Shourin, Bushra, et al.
Gepubliceerd in: (2018)

Sentimental analysis of food review contents to improve food culture and the quality of virtual content using natural language processing and machine learning
door: Sarkar, Ripa, et al.
Gepubliceerd in: (2024)

Unveiling underlying patterns, drivers and anomalies in cryptocurrency price dynamics through feature fusion of financial indicators and sentiment fluctuations
door: Rabbi, Md. Nafis
Gepubliceerd in: (2024)

Recognizing sentimental emotions in text by using Machine Learning
door: Bushra, Tabassum Khan, et al.
Gepubliceerd in: (2023)

Optimizing restaurant recommendations through sentiment analysis
door: Juha, Tasnia, et al.
Gepubliceerd in: (2024)

SCAMM: detection and prevention of SQL injection attacks using a machine learning approach
door: Alam, Auninda, et al.
Gepubliceerd in: (2021)

What is relevant in a text document a machine learning based approach
door: Mahmud, Abdullah Al, et al.
Gepubliceerd in: (2021)

An approach to detect epileptic seizure using XAI and machine learning
door: Bijoy, Emam Hasan, et al.
Gepubliceerd in: (2022)

Amazon product reviews sentiment analysis using supervised learning algorithms
door: Hawladar, Mohibullah, et al.
Gepubliceerd in: (2021)

Sentiment analysis on Bangladesh airlines review data using machine learning
door: Hasib, Khan Md.
Gepubliceerd in: (2022)

Sentiment analysis on mobile operators’ customer review
door: Hossain, Mohammed Mohibul, et al.
Gepubliceerd in: (2020)

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

Sentiment analysis for Bengali newspaper headlines
door: Hossain, Mohammad Samman, et al.
Gepubliceerd in: (2017)

A machine learning approach to predict young voter enthusiasm based on non-political factors
door: Rahman, Md. Nowroz Junaed, et al.
Gepubliceerd in: (2021)

Early grade prediction using profile data
door: Iqbal, Sumaiya, et al.
Gepubliceerd in: (2021)

Fighting depression: psychological approaches among Bangladeshi university students
door: Sen, Sanjib Kumar, et al.
Gepubliceerd in: (2022)

Analysis on the effects of wallstreetbets on the stock market
door: Hossain, Abir, et al.
Gepubliceerd in: (2022)

Text classification using machine learning algorithms
door: Hasnat, Fahim, et al.
Gepubliceerd in: (2018)

The affiliation report on “a study on human resource management practices of the Bay Rose Gourmet Restaurant
door: Ahmed, Saddam
Gepubliceerd in: (2019)

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

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

A feature selection approach to determine obesity using machine learning method
door: Antor, Shahidul Alam, et al.
Gepubliceerd in: (2021)

Sentiment analysis to determine employee job satisfaction using machine learning techniques
door: Mouli, Nazifa, et al.
Gepubliceerd in: (2023)

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

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

Estimating flood susceptibility of Bangladesh in the future year using machine learning
door: Alim, Sakib Bin, et al.
Gepubliceerd in: (2021)

Assistive Guideline of Categorization for Competitive Programming Problems
door: Dhrubo, Najmus Sakib, et al.
Gepubliceerd in: (2021)

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

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

Where will you setup your business next?: a machine learning approach to suggest ideal geographical location for new restaurant establishment
door: Shihab, Ibne Farabi, et al.
Gepubliceerd in: (2018)

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

Parking data analysis
door: Ahamed, Kasfi, et al.
Gepubliceerd in: (2023)

Predicting subject area interest of a student using naive bayes
door: Hossain, Shakib
Gepubliceerd in: (2016)

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

Intrusion of Malware (DDoS) detection in IoT devices using Machine Learning on Cyberspace
door: Al Amin, Istiak, et al.
Gepubliceerd in: (2022)

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

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

Identification of childhood leukemia using deep learning
door: Tultul, Farana Naz
Gepubliceerd in: (2018)

Aspect based opinion mining on restaurant reviews
door: Tonmoy, Sazid Hasan, et al.
Gepubliceerd in: (2024)

Predicting brain age from EEG signals using machine learning and neural network
door: Pratanu, Abul Mushfique Muslah, et al.
Gepubliceerd in: (2023)