Sentiment analysis to determine employee job satisfaction using machine learning techniques

Sentiment analysis to determine employee job satisfaction using machine learning techniques

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:	Mouli, Nazifa, Das, Protiva, Bin Muquith, Munim, Biswas, Aurnab, Kabir Niloy, MD Dilshad
Awduron Eraill:	Karim, Dewan Ziaul
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	Brac University 2023
Pynciau:	Machine learning Naive bayes K-Nearest Neighbors (KNN) Deep learning Long Short Term Memory(LSTM) Gated Recurrent Unit (GRU) Convolutional Neural Network(CNN) Tokenization Recall Cognitive learning theory (Deep learning)
Mynediad Ar-lein:	http://hdl.handle.net/10361/19357

Eitemau Tebyg

Utilizing machine learning to project the nancial outcomes of reconnecting with potential customers of the same industry
gan: Hossain, Shoumik, et al.
Cyhoeddwyd: (2022)

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

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

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

Hybrid recommendation system of intelligent captioning using deep learning networks
gan: Wasi, Ahamed Al, et al.
Cyhoeddwyd: (2024)

Multimodal fake news detection using text and image
gan: Biswas, Trisha, et al.
Cyhoeddwyd: (2024)

An android application to predict human activity using a deep learning LSTM model
gan: Sikder, Debabrata
Cyhoeddwyd: (2024)

Predicting crime using deep learning
gan: Shihab, Muhammad Nafees, et al.
Cyhoeddwyd: (2024)

Empowering mobile network planning through deep learning: a path to democratization
gan: Nabi, Syed Tauhidun
Cyhoeddwyd: (2024)

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

Leveraging sequential deep learning models for detecting multitude of human action categories
gan: Pranta, Kazi Al Refat, et al.
Cyhoeddwyd: (2024)

A deep dive into node-level analysis with fusion RNN model for smart LTE network monitoring
gan: Islam, Md Rashidul
Cyhoeddwyd: (2024)

Implementing machine learning techniques to forecast floods In Bangladesh based on historical data
gan: Toufique, S.M, et al.
Cyhoeddwyd: (2024)

Application of CNN based architectures in detection of distracted drivers
gan: Arafin, Irfana, et al.
Cyhoeddwyd: (2023)

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

Diagnosis of cervical cancer using effective hybrid model in Bangladesh
gan: Saad-Ul-Kabir, Syed, et al.
Cyhoeddwyd: (2021)

Recall-Net: A CNN-based Model for Four-class Classification of Alzheimer’s Disease
gan: Hasan, M. M. Kamrul, et al.
Cyhoeddwyd: (2022)

Fighting depression: psychological approaches among Bangladeshi university students
gan: Sen, Sanjib Kumar, et al.
Cyhoeddwyd: (2022)

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

Enhancing crops production based on environmental status using machine learning techniques
gan: Talukder, Shiyam, et al.
Cyhoeddwyd: (2021)

Financial factors analysis for acquisition premium and anticipation using extreme gradient boosting and deep recurrent neural network
gan: Rayhan, Mohammad, et al.
Cyhoeddwyd: (2020)

Document template identification and data extraction using machine learning and deep learning approach
gan: Roy, Kaushik, et al.
Cyhoeddwyd: (2024)

Implementation of machine learning to estimate the air pollutants such as Carbon dioxide, methane, nitrous oxide and total greenhouse gas emissions in Bangladesh
gan: Biswas, Sunanda, et al.
Cyhoeddwyd: (2022)

Predicting effectiveness of marketing through analyzing emotional context in advertisement using deep learning
gan: Arafat, Sheikh Mohammad, et al.
Cyhoeddwyd: (2021)

A modern technique to detect potholes by Computer Vision and Deep Learning
gan: Saif, Muntasir Mahmud, et al.
Cyhoeddwyd: (2023)

Corn leaf disease detection using deep convolution neural network
gan: Rabbi, Rawhatur, et al.
Cyhoeddwyd: (2023)

Deep learning approaches for Bengali cyberbullying cetection on social media: a comparative study of BiLSTM, BiGRU and BERT models
gan: Fahim, Kaji Mehedi Hasan, et al.
Cyhoeddwyd: (2024)

Deep learning based predictive analytics for decentralized content caching in hierarchical edge networks
gan: Chakraborty, Dhruba, et al.
Cyhoeddwyd: (2022)

Performance analysis of deep learning algorithms for Intrusion Detection System(IDS) of IoT Security
gan: Fiha, Yeamin Jahan, et al.
Cyhoeddwyd: (2022)

Recognition of Bangladeshi sign language from 2D videos using openpose and LSTM based RNN
gan: Dewanjee, Tanmoy, et al.
Cyhoeddwyd: (2021)

Predicting the outcome of purchasing a hotel package to assist policymakers using machine learning
gan: Islam, Zahedul, et al.
Cyhoeddwyd: (2023)

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

A conventional & deep learning strategy for analyzing & detecting Bengali fake news in online medium
gan: Ahmed, Istiak, et al.
Cyhoeddwyd: (2023)

An efficient deep learning approach to detect skin Cancer
gan: Islam, Ashfaqul, et al.
Cyhoeddwyd: (2022)

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

An implementation and analysis of deep learning models for the detection of wheat diseases
gan: Zubair, Ahmad, et al.
Cyhoeddwyd: (2024)

Real-time foul detection in football matches using machine learning techniques
gan: Siddiqui, Bishal Sadi, et al.
Cyhoeddwyd: (2024)

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

Predicting suicidal intent from social media text post using machine learning
gan: Chowdhury, Md. Mubin Ul Islam, et al.
Cyhoeddwyd: (2023)

Real-time mastitis detection in livestock using deep learning and machine learning leveraging edge devices
gan: Ghosh, Kawshik Kumar, et al.
Cyhoeddwyd: (2023)