Recommendation system for mood stabilization using content recommendation

Recommendation system for mood stabilization using content recommendation

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

Manylion Llyfryddiaeth
Prif Awduron:	Al-Wakil, Kazi Md., Rahman, Rifai, Nawal, Nafisa, Meem, Sababa Rahman, Rashid, Sajid
Awduron Eraill:	Rabiul Alam, Dr. Md. Golam
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	Brac University 2024
Pynciau:	Emotion classification Electroencephalograms (EEGs) Content recommendation Mood stabilization Convolutional Neural Network (CNN) Long Short-Term Memory (LSTM) Analytic Hierarchy Process (AHP) Text Classification Pearson correlation Artificial intelligence. Computational intelligence. Computer simulation. User interfaces (Computer systems).
Mynediad Ar-lein:	http://hdl.handle.net/10361/22797

Eitemau Tebyg

Detection of mind wandering using EEG signals
gan: Tasika, Nadia Jebin, et al.
Cyhoeddwyd: (2020)

Classi fication of motor imagery tasks based on BCI paradigm
gan: Hossain, Nahid, et al.
Cyhoeddwyd: (2019)

Classification of music based on correlation between mood, linguistic and audio features
gan: Sobhan, Md. Mashrur Bari
Cyhoeddwyd: (2018)

Recommendation framework: Improving automated collaborative filtering by trusted category
gan: Noor, Md Sadaf
Cyhoeddwyd: (2021)

Detection and prediction of epileptic seizure using different machine learning classifiers
gan: Crystal, Afnan Ahmed, et al.
Cyhoeddwyd: (2023)

EEG signals analysis for motor imagery brain computer interface
gan: Rahman, La z Maruf, et al.
Cyhoeddwyd: (2019)

User interface design for programmers /
gan: Spolsky,Joel
Cyhoeddwyd: (2001)

Implementing a recommender system for CS undergraduate students using machine learning
gan: Tasnuva, Umama Sumlin, et al.
Cyhoeddwyd: (2019)

Five recommendations for the health sector
gan: Chowdhury, Ahmed Mushtaque Raza
Cyhoeddwyd: (2021)

Business location recommendation using check-in data
gan: Ahmed, Nasim Uddin, et al.
Cyhoeddwyd: (2018)

A comprehensive NLP-based voice assistant system for streamlined information retrieval in metro rail services of Bangladesh
gan: Rahman, MD. Abir, et al.
Cyhoeddwyd: (2024)

Preliminary design concept for startups: minimum viable user experience
gan: Haque, Tanzimul, et al.
Cyhoeddwyd: (2023)

আম /
gan: সিদ্দিকী, মাহবুব

Towards devising an effective and reliable means of fish detection and classification through the exploration of various deep learning algorithms
gan: Farhan, Rafid, et al.
Cyhoeddwyd: (2024)

DWT based transformed domain feature extraction approach for epileptic seizure detection
gan: Mostafa, Mahajabin, et al.
Cyhoeddwyd: (2021)

Genre classification of movies using their synopsis
gan: Rahman, Ramiz Ihteshamur, et al.
Cyhoeddwyd: (2018)

Emotion recognition by exploiting temporal resolution of EEG signals using transformation and learning methods
gan: Uddin, Md.Tousif, et al.
Cyhoeddwyd: (2021)

Occurrence of analytical techniques recommended by B.P. for certain formulation
gan: Maliha, Shaulina Jahan
Cyhoeddwyd: (2024)

An artificial intelligence-enabled crop recommendation system
gan: Uddin, Raiyan, et al.
Cyhoeddwyd: (2023)

Designing the user interface : strategies for effective human-computer interaction /
gan: Shneiderman, Ben
Cyhoeddwyd: (2010)

Predicting peak performance of a cricket player using machine learning and data analytics
gan: Azam, Akif, et al.
Cyhoeddwyd: (2023)

Implementing a recommender system for Bangladeshi faculty search using machine learning
gan: Hasan, Md.Khalid
Cyhoeddwyd: (2020)

Personalization in federated recommendation system using SVD++ with explainability
gan: Patwary, Kabbya Kantam, et al.
Cyhoeddwyd: (2022)

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

International classification of impairments, disabilities, and handicaps : a manual of classification relating to the consequences of disease.
Cyhoeddwyd: (1980)

Dewey decimal classification and relative index /
gan: Dewey, Melvil, 1851-1931
Cyhoeddwyd: (1996)

An empirical investigation of Bangladeshi websites from a gender perspective
gan: Huq, Rakshanda Mehnaz, et al.
Cyhoeddwyd: (2019)

An empirical study of collaborative filtering algorithms for building a diet recommendation system
gan: Ornab, Ashique Mohaimin, et al.
Cyhoeddwyd: (2018)

Location,time and preference aware restaurant recommendation method
gan: Habib, Md. Ahsan, et al.
Cyhoeddwyd: (2017)

Product management and user experience for creating successful software in SELISE digital platform
gan: Chowdhury Alfi, Shams Enam
Cyhoeddwyd: (2024)

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

A document vectorization approach to Resume Ranking System(RRS)
gan: Nabi, Norun
Cyhoeddwyd: (2023)

Ripple down rule based decision intelligence for mental disorder diagnosis
gan: Rahman, G.M. Arafat, et al.
Cyhoeddwyd: (2024)

Leaf classification by feature extraction using CNN
gan: Bhuiyan, Md. Mazharul Islam, et al.
Cyhoeddwyd: (2020)

Image classification using deep neural network for efficient identification of traffic sign
gan: Saha, Sourajit
Cyhoeddwyd: (2018)

Gender budgeting report: forty ministries/divisions 2013-2014
Cyhoeddwyd: (2013)

Gender budgeting report 2014-2015: forty ministries/divisions
Cyhoeddwyd: (2014)

Gender budget report 2018-19 : forty three ministries/divisions
Cyhoeddwyd: (2018)

Frequency of analytical techniques recommended by British Pharmacopoeia (BP)
gan: Ema, Sumaiya Sultana
Cyhoeddwyd: (2024)

Exploring the barriers to access feminine healthcare among marginalized women in Bangladesh and design implications
gan: Puja, Sreya Sanyal, et al.
Cyhoeddwyd: (2023)