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.

Sonraí bibleagrafaíochta
Príomhchruthaitheoirí:	Mouli, Nazifa, Das, Protiva, Bin Muquith, Munim, Biswas, Aurnab, Kabir Niloy, MD Dilshad
Rannpháirtithe:	Karim, Dewan Ziaul
Formáid:	Tráchtas
Teanga:	English
Foilsithe / Cruthaithe:	Brac University 2023
Ábhair:	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)
Rochtain ar líne:	http://hdl.handle.net/10361/19357

Míreanna comhchosúla

Utilizing machine learning to project the nancial outcomes of reconnecting with potential customers of the same industry
de réir: Hossain, Shoumik, et al.
Foilsithe / Cruthaithe: (2022)

Bang-lish sentiment classification using deep learning
de réir: Saleheen, Abrar, et al.
Foilsithe / Cruthaithe: (2023)

A feature selection approach to determine obesity using machine learning method
de réir: Antor, Shahidul Alam, et al.
Foilsithe / Cruthaithe: (2021)

Recognizing sentimental emotions in text by using Machine Learning
de réir: Bushra, Tabassum Khan, et al.
Foilsithe / Cruthaithe: (2023)

Hybrid recommendation system of intelligent captioning using deep learning networks
de réir: Wasi, Ahamed Al, et al.
Foilsithe / Cruthaithe: (2024)

Multimodal fake news detection using text and image
de réir: Biswas, Trisha, et al.
Foilsithe / Cruthaithe: (2024)

An android application to predict human activity using a deep learning LSTM model
de réir: Sikder, Debabrata
Foilsithe / Cruthaithe: (2024)

Predicting crime using deep learning
de réir: Shihab, Muhammad Nafees, et al.
Foilsithe / Cruthaithe: (2024)

Empowering mobile network planning through deep learning: a path to democratization
de réir: Nabi, Syed Tauhidun
Foilsithe / Cruthaithe: (2024)

SCAMM: detection and prevention of SQL injection attacks using a machine learning approach
de réir: Alam, Auninda, et al.
Foilsithe / Cruthaithe: (2021)

Leveraging sequential deep learning models for detecting multitude of human action categories
de réir: Pranta, Kazi Al Refat, et al.
Foilsithe / Cruthaithe: (2024)

A deep dive into node-level analysis with fusion RNN model for smart LTE network monitoring
de réir: Islam, Md Rashidul
Foilsithe / Cruthaithe: (2024)

Implementing machine learning techniques to forecast floods In Bangladesh based on historical data
de réir: Toufique, S.M, et al.
Foilsithe / Cruthaithe: (2024)

Application of CNN based architectures in detection of distracted drivers
de réir: Arafin, Irfana, et al.
Foilsithe / Cruthaithe: (2023)

Sentiment analysis on Bangladesh airlines review data using machine learning
de réir: Hasib, Khan Md.
Foilsithe / Cruthaithe: (2022)

Diagnosis of cervical cancer using effective hybrid model in Bangladesh
de réir: Saad-Ul-Kabir, Syed, et al.
Foilsithe / Cruthaithe: (2021)

Recall-Net: A CNN-based Model for Four-class Classification of Alzheimer’s Disease
de réir: Hasan, M. M. Kamrul, et al.
Foilsithe / Cruthaithe: (2022)

Fighting depression: psychological approaches among Bangladeshi university students
de réir: Sen, Sanjib Kumar, et al.
Foilsithe / Cruthaithe: (2022)

A hybrid rumor detection model derived from a comparative study of supervised approaches
de réir: Aothoi, Mehzabin Sadat, et al.
Foilsithe / Cruthaithe: (2023)

Enhancing crops production based on environmental status using machine learning techniques
de réir: Talukder, Shiyam, et al.
Foilsithe / Cruthaithe: (2021)

Financial factors analysis for acquisition premium and anticipation using extreme gradient boosting and deep recurrent neural network
de réir: Rayhan, Mohammad, et al.
Foilsithe / Cruthaithe: (2020)

Document template identification and data extraction using machine learning and deep learning approach
de réir: Roy, Kaushik, et al.
Foilsithe / Cruthaithe: (2024)

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

Predicting effectiveness of marketing through analyzing emotional context in advertisement using deep learning
de réir: Arafat, Sheikh Mohammad, et al.
Foilsithe / Cruthaithe: (2021)

A modern technique to detect potholes by Computer Vision and Deep Learning
de réir: Saif, Muntasir Mahmud, et al.
Foilsithe / Cruthaithe: (2023)

Corn leaf disease detection using deep convolution neural network
de réir: Rabbi, Rawhatur, et al.
Foilsithe / Cruthaithe: (2023)

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

Deep learning based predictive analytics for decentralized content caching in hierarchical edge networks
de réir: Chakraborty, Dhruba, et al.
Foilsithe / Cruthaithe: (2022)

Performance analysis of deep learning algorithms for Intrusion Detection System(IDS) of IoT Security
de réir: Fiha, Yeamin Jahan, et al.
Foilsithe / Cruthaithe: (2022)

Recognition of Bangladeshi sign language from 2D videos using openpose and LSTM based RNN
de réir: Dewanjee, Tanmoy, et al.
Foilsithe / Cruthaithe: (2021)

Predicting the outcome of purchasing a hotel package to assist policymakers using machine learning
de réir: Islam, Zahedul, et al.
Foilsithe / Cruthaithe: (2023)

An effective machine learning approach for sentiment analysis of restaurant reviews
de réir: Karim, Rabita
Foilsithe / Cruthaithe: (2018)

A conventional & deep learning strategy for analyzing & detecting Bengali fake news in online medium
de réir: Ahmed, Istiak, et al.
Foilsithe / Cruthaithe: (2023)

An efficient deep learning approach to detect skin Cancer
de réir: Islam, Ashfaqul, et al.
Foilsithe / Cruthaithe: (2022)

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

An implementation and analysis of deep learning models for the detection of wheat diseases
de réir: Zubair, Ahmad, et al.
Foilsithe / Cruthaithe: (2024)

Real-time foul detection in football matches using machine learning techniques
de réir: Siddiqui, Bishal Sadi, et al.
Foilsithe / Cruthaithe: (2024)

Human sentiment analysis using natural language processing
de réir: Shamya, Md. Shamiul Haque Khan, et al.
Foilsithe / Cruthaithe: (2024)

Predicting suicidal intent from social media text post using machine learning
de réir: Chowdhury, Md. Mubin Ul Islam, et al.
Foilsithe / Cruthaithe: (2023)

Real-time mastitis detection in livestock using deep learning and machine learning leveraging edge devices
de réir: Ghosh, Kawshik Kumar, et al.
Foilsithe / Cruthaithe: (2023)