Faculty of Science and Information Technology: Recent submissions

  • Implementation of an Improved CNN Model for Detection and Prevention of Plant Diseases Using Deep Learning in Agriculture 
    Rahman, MD Mahfuzur; Mehadi, MD Zahirul Islam; Badhon, Arko Roy (Daffodil International University, 2023-01-28)
    Plant growth is a crucial requirement for framers since it provides a pathway for their livelihood. Plant damage and growth are correlated with one another. Healthy crop cultivation is a priority for framers. It has long ...
  • Student Adaptability Level Prediction in Online Education During COVID-19 Using Machine Learning Techniques 
    Sonia, Mst.; Mozu, Muhammad Osiur Rahman (Daffodil International University, 2023-01-29)
    Distance learning (DL) is a method of instruction that makes use of technological advancements to allow for indirect connections between students and teachers who are separated by physical distance. Since COVID-19 swept ...
  • A Web-Based Virtual Science Lab Experiments for School and College Students 
    Das, Sajan Robi; Nagary, Kazi Aahala (Daffodil International University, 23-01-29)
    We all know Bangladesh is developing country. So the educational sector also developing day by day. There are lot of school and college in our country which is not fully equipped with laboratory. In our project the virtual ...
  • JAACAI: Self-testing Quiz platform 
    Datta, Pritam; Ripon, Tanmoy Dhar; Das, Prodip (Daffodil International University, 23-01-29)
    Online schooling is becoming increasingly popular. E-learning is becoming increasingly popular. Because it saves us time and reduces our stress. "JAACAI" is a website where online exams are taken. where teacher's construct ...
  • An Artificial Intelligence Approach To Detect Hate Speech From Bangla Sentence 
    Islam, Md. Shimul; Kabir, Rejoyana; Islam, Fahima (Daffodil International University, 23-01-29)
    The kind of speech that occurs on the internet is intended to target a person or group on the basis of their religion, ethnicity, gender, disability, or even the color of their skin. Facebook and YouTube are two of the ...
  • Sentiment Analysis on Bangla and Phonetic Bangla Reviews: A Product Rating Procedure using NLP and Machine Learning 
    Mukit, Mohammad; Rabbi, Md. Moshiul Huq; Ahmed, Mohammad Masud (Daffodil International University, 23-01-29)
    The e-commerce industry has expanded quickly in recent years. Online commerce become more well-liked during the reign of Covid. However, maintaining product quality and customer pleasure are significant obstacles for ...
  • Development of an Android Application Save Lives 
    Mahmud, Adil; Anjuman, Aysha Akter (Daffodil International University, 23-01-29)
    The project “Save Lives” is a healthcare application system which approach a service care system from doctors to patients. It’s an android based application where patients can communicated with the doctors virtually where ...
  • Customer Satisfaction Sentiment Analysis for Online Transactions in Bangladesh by Using Machine Learning 
    Ahmed, Raju (Daffodil International University, 23-01-29)
    Online transactions have become increasingly popular in Bangladesh, with more and more people turning to the internet to shop, pay bills, and conduct other financial transactions. However, it is important to understand the ...
  • Gaming Coinshop 
    Afrin, Abruna; Noor, Sium Bin (Daffodil International University, 23-01-29)
    This is a full documentation of our e-commerce website called “GAMING COINSHOP”. There is no such website available in our country which uses the local mobile banking system to purchase gaming materials. For the last 15 ...
  • Safe Baby: An Android App to Provide Caregiver for Child to Parents 
    Nahiduzzaman, Md.; Islam, Kazi Maharaf; Mursaline, Md. Nahid (23-01-18)
    The Android-based "Safe Baby: An Android App to Provide Caregiver for Child to Parents" application. This software assists users (parents) in finding nearby babysitters and enables babysitters to be on a platform which ...
  • Stock Market Prediction of Bangladesh Using Multivariate LSTM with Sentiment Identification 
    Islam, Md. Ashraful; Sikder, Md. Rana; Ishtiaq, Sayed Mohammed (Daffodil International University, 23-01-29)
    Stock market prediction is always challenging due to its volatile and dynamic movement. Apart from the technical factors, many external factors make it more difficult to predict the stock market of a developing country ...
  • A Context-Based Approach for Emotion Recognition From Bangla Text 
    Shammi, Shumaiya Akter; Das, Sajal (Daffodil International University, 23-01-29)
    Due to the reliability on various online platforms, numerous texts are spreading all over the world through internet. These texts are employed to enhance user experience, service quality, and other factors. Emotion recognition ...
  • Ticketkatun: A Web Based Application 
    Ananta, Md. Rafsan Jaman Khan; Khatun, Nitu (Daffodil International University, 23-01-29)
    Our railway ticket booking system is very helpful for passengers. It is a web based system where passengers can book or purchase their desired tickets from home, get information about train, get train fair prices, get ...
  • Analysis of Encrypted Machine Learning Model Using Fully Homomorphic Encryption and CKKS Scheme 
    Rahman, MD Habibur (Daffodil International University, 23-01-29)
    As encryption transmission was becoming a common phenomenon, it is important for everyone to ensure their own privacy and data protection. The capacity of Fully Homomorphic Encryption (FHE) to carry out calculations ...
  • Recycle Bin: A Web Based Platform to Sell, Buy and Rent Used Products Left in Good Condition 
    Wores, Rafi Bin (Daffodil International University, 23-01-29)
    Recycle Bin is a part of the classifieds web application, means a place where people can buy, sell, and rent their goods or services. The main idea of this website is to provide people with used goods at a reasonable price, ...
  • Food Review Sentiment Analysis In Bangla Language: A Comparative Analysis Of Boosting And Traditional Machine Learning Algorithm 
    Haque, Md. Asmaul; Abir, Samiul Islam (Daffodil International University, 23-01-29)
    Even in this day and age of advanced internet technology, businesses that deliver meals via the internet in Bangladesh are doing quite well. Even after the COVID-19 pandemic, the majority of people living in urban areas ...
  • Handwritten Signature Detection using Deep Learning Approach 
    Bhuiyan, M.H. Mobin; Akter, Sumi (Daffodil International University, 23-01-29)
    Signature verification is a type of biometric technology that is widely used for personal identification. In many commercial circumstances, such as the payment of a bank check, the signature verification procedure is based ...
  • FINDTEL– Web-Based System for Hotel Management 
    Ahmmed, Sabbir; Rayhan, Md. Zahir (Daffodil International University, 23-01-29)
    In today's world, everyone likes to travel. We start working with those who travel. We have seen that people who travel often face various problems of their own. It is seen that they don't get a good room, don't get a good ...
  • Breast Cancer Classification Using Machine Learning 
    Ahmed, MD. Tanzir; Biswas, Pranto (Daffodil International University, 23-01-29)
    Breast cancer is currently the most common cancer globally and exceedingly threatening pointedly amidst women. Due to the complexity of breast tissues, accurate discerning and categorization of breast cancer is a crucial ...
  • 'Effect of Online Education in University Level Based on Machine Learning 
    Shadhin, Hafizur Rahman; Kabir, Mst. Shuchana; Antor, Fazlerabbi (Daffodil International University, 23-01-29)
    In the time of pandemic, the whole world faced many new problems. Education system had to be undergone major changes. Students were forced to take Education through online. At that moment, they were not accustomed with ...

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