Bachelor of Computer Science and Engineering (CSE)

Permanent URI for this collectionhttp://dspace.iiuc.ac.bd/handle/88203/298

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    A Semantic Web Approach: Creating A Tourism Ontology For Chittagong District
    (International Islamic University Chittagong, 2023-07) Ullah, Md. Rohmat; Riyad, Suliman Hossain; Rahat, Rakib Hasan
    The purpose of this thesis is to utilize the Semantic Web, a web of interconnected mean ing, to develop a comprehensive tourism ontology for Chittagong district. This paper implemented ontology on tourism domain, proposed a general framework for tourism on tology and explained searching mechanism through Chittagong district tourism. Also, it presents different ways of reasoning the ontology. In general, ontology classifies the vari ables in need for some computations and creates interrelationships between them. The introduction of semantic web poses the demands for creating ontology in many domains. We have found that the utilization of ontologies within the tourism domain remains relatively limited. Notably, research into ontologies specifically focused on Chittagong tourism is entirely absent. To address this gap, this study proposed the development of a dedicated Chittagong tourism ontology. In the digital age, tourism thrives on readily available information and efficient organization. This thesis delves into the creation of a robust tourism ontology for Chittagong district, Bangladesh. By formalizing knowledge about tourism resources, attractions, and experiences, we aim to enhance information re trieval, facilitate data integration within the tourism sector. This ontology leverages the expressiveness of Web Ontology Language (OWL) to model the intricate relationships between various tourism entities. We capture details about historical sites, cultural at tractions, natural wonders, transportation networks, foods and accommodation options. The ontology also incorporates relevant concepts like accessibility, sustainability, and cultural sensitivity
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    Approach to Improving Machine Learning Models for Intrusion Detection System
    (International Islamic University Chittagong, 2022-07) Labib, Ahmad Ibtisam; Chy, Shamsuddin Ahmmed; Hossain, Md. Shahriar
    In today's digital world, there are several security risks that digital assets must contend with. Systems for detecting intrusions (IDS) are essential security tools that protect digital assets. But their usefulness depends on meeting strict accuracy requirements, and their effectiveness depends on timely alarms. This study offers a novel IDS model that combines deep learning and machine learning methods as a solution to these problems. The study applies several classification techniques, such as Gaussian Naive Bayes (GNB), Random Forest (RF), Decision Tree, K-Nearest Neighbors (KNN), Soft Voting, and Hard Voting, using the well known KDD Cup-1999 dataset. After a large-scale dataset was processed, the Decision Tree method performed better than the others, with a 99.9% accuracy rate. This study aims to investigate the effects of soft voting and hard voting, a novel application in IDS. Decision Tree proved to be the better performance in spite of these efforts. By offering information about algorithmic efficacy, the research advances the field of intrusion detection and helps decision-makers in the design and deployment of intrusion detection systems. These findings have implications for improving digital asset protection against changing cyber threats.
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    ScrapVault – Which is a digital marketplace dedicated to buying and selling scrap materials.
    (International Islamic University Chittagong, 2022-06) Chowdhury, Md. Ashfiqul Alam; Chowdhury, Alim Ullah; Amin Joy, Shahriar
    ScrapVault is an innovative digital marketplace that aims to revolutionize the scrap trading industry by providing a dynamic platform to connect environmentally conscious individuals and businesses. The website has been designed with a user-centric approach, offering an intuitive interface for easy navigation and efficient discovery of a wide range of scrap materials, including metals, plastics, and paper. The platform prioritizes security, offering a robust transactional framework to ensure peace of mind. Advanced geo-location features are integrated to help users locate nearby sources of scrap materials. ScrapVault is unique in its commitment to transparency, providing environmental impact metrics that allow users to track and quantify their contributions to sustainability. In addition to its functional aspects, ScrapVault also focuses on building a community of like-minded individuals and businesses. This community not only supports recycling efforts but also cultivates a sense of responsibility towards the environment. Overall, ScrapVault is a commendable project that contributes to the digital trans formation of the scrap trading industry. By balancing economic considerations with a commitment to sustainability, community engagement, and environmental responsi bility, ScrapVault has emerged as a trailblazing initiative towards a greener and more interconnected future
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    A Web Based Application For Home Service System
    (International Islamic University Chittagong, 2022-07) Obyedullah, A.S.M.; Shanto, Naimul Islam; Afridi, Shahid
    Introducing a revolutionary home service system, an innovative web-based application poised to revolutionize the way service seekers connect with providers. This cutting-edge platform not only facilitates seamless discussions about diverse home services but also streamlines the entire booking process, enabling hassle-free online payments for the discerning user. In times of urgency, our system excels at handling quick service requests, sparing you the inconvenience of complicated bookings. Moreover, it opens up exciting job opportunities tailored to the specific needs of service providers. Picture this: users empowered to select their desired service, effortlessly logging into their personalized portals to manage their profiles directly from our website. With the seamless integration of computer and smartphone accessibility, connecting with service providers has never been more intuitive. Embrace the future of home services with our state-of-the-art platform
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    An E-commerce recommendation system based on LightGBM Machine Learning Algorithm
    (International Islamic University Chittagong, 2022-07) Hera, Mohammed Ashrafujjaman; Chowdhury, Md.Injamamul Hoque; Tohidu, Mohammad
    In the dynamic realm of e-commerce, recommendation systems play a pivotal role in shaping user experiences and fueling business growth. This study advocates for a novel approach to online shopping recommendations, leveraging the power of the LightGBM machine learning algorithm. By focusing on item-to-item recommendations, our method ology seeks to elevate user satisfaction by swiftly and precisely offering customers highly personalized product choices. At the core of our recommendation system lies the fusion of item-to-item association analysis and user interactions, culminating in the delivery of accurate, real-time rec ommendations. This research contributes significantly to the e-commerce landscape by presenting a practical and scalable method that enriches customer experiences, conse quently amplifying sales and fostering customer loyalty. Through extensive testing and evaluation, our results underscore the transformative potential of the proposed item-to-item e-commerce recommendation system. This inno vative system stands poised to revolutionize digital commerce by providing users with pinpoint-accurate product recommendations. The seamless integration of machine learn ing, coupled with a focus on item-to-item relationships, not only expedites the decision making process for consumers but also cultivates a deeper connection between customers and the digital marketplace. In summary, our study demonstrates the capability of our approach to usher in a new era of precision and effectiveness in digital commerce, promis ing a paradigm shift in the way users discover and engage with products onlin
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    Resiroute – A Platform For Finding Accommodations, Including Hotels, Houses, Apartments, And Shared Apartments
    (International Islamic University Chittagong, 2022-07) Uddin, Md Mosleh; Hamid, Syed Md Abdul; Sakib, Mohammed Arifullah
    The travel industry is one of the fastest-growing sectors worldwide, with millions of people traveling for business or leisure every year. As more people seek personalized and unique travel experiences, there is a growing demand for alternative accommoda tion options that provide a more authentic and immersive experience. ResiRoute is a novel platform that aims to connect travelers with hosts offering unique and personalized accommodations, departing from the conventional hospitality models offered by hotels and resorts. ResiRoute is committed to prioritizing user experience and community building, redefining the landscape of short-term lodging through a fresh perspective on travel accommodation. The platform’s technical architecture includes robust user authentication, secure payment systems, recommendation algorithms, and a feedback mechanism, creating a seamless and efficient booking experience for users. The devel opment process of ResiRoute was comprehensive, focusing on creating a platform that provides a unique and innovative approach to the travel accommodation industry. The platform’s security measures ensure the safety and security of its users through strict verification processes and privacy protocols. Additionally, ResiRoute aims to contribute to sustainable tourism practices by promoting responsible travel and supporting local communities. The platform’s community-building approach fosters a shared experience between hosts and travelers, encouraging users to develop meaningful connections and contribute to local economies. By providing hosts with an additional source of income, ResiRoute offers opportunities for entrepreneurship and fosters economic growth in local communities. In conclusion, ResiRoute offers a fresh perspective on the travel accommo dation industry, providing a platform that connects travelers with hosts and promotes a shared community experience. The platform’s commitment to prioritizing user ex perience, community-building, and responsible travel makes it a unique and innovative option for travelers seeking a personalized and authentic travel experience. As the travel industry continues to grow, ResiRoute has the potential to revolutionize the way peo ple travel, contributing to cultural exchange, economic growth, and sustainable tourism practices
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    Malware Detection System using Machine Learning & Deep Learning Technique
    (International Islamic University Chittagong, 2023-07) Karim, Miskatul; Hossain, Md Jubair
    These days, with the amount and variety of malware increasing at an exponential rate, it is imperative to use innovative methods for quickly and precisely detecting this dangerous software. The fast velocity at which malware spreads makes manual heuristic inspections of malware analyses inefficient for both discovering new malware and keeping up with it. Machine-learning techniques have therefore become increasingly popular. By automating the examination of static and dynamic studies, these methods can classify unknown malware according to how close it is to recognized families and combine malware that exhibits similar behavior. While data mining and machine learning approaches have been applied in the past, this paper demonstrates how deep learning networks can improve accuracy even further. By building neural networks that have more potentially varied.
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    Book Valley [An Online Web-Based Book Publication & Selling System]
    (International Islamic University Chittagong, 2022-07) Chowdhury, Md. Hayat Hossain; Hoque, Md. Sohidul; Nadim
    Nowadays most of the work, entertainment facilities, and education is done by digital tools. Now we are living in a digital world where time is so valuable, that people want to lead hassle-free life. For a hassle-free centralized Online Bookselling flat form (Book Valley) for bookworm people and businessmen. This system gathers readers, writers, and publishers in one flat form. Readers can find a huge amount of books from anywhere on the earth and carry all the books with them all the time wherever they are. The E-book system is a blessing for book reader because it saves their time, carrying hassle, and storage costs. A writer can contact and send their creation to any publication over the world. Mostly new writers can easily reach the publisher for their desired publication. Book Valley provides e-books for readers for that reason the cost of publication will decrease and publishers can easily publish their books and sell them in online stores. By utilizing Book Valley’s features as a centralized system we can get a hassle-free book ecosystem where readers, writers, and publishers will benefit equally.
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    QUIZ CRAFTERS - A Web-based Quiz Platform
    (International Islamic University Chittagong, 2022-07) Imon, Rakibul Hasan; Tazwer, Syed Fahim; Rahman, Koushik Jamilur
    Amid the diverse array of quiz platforms, a pressing need for a universally accessible and free alternative has become increasingly evident, as prevailing solutions often come burdened with financial constraints. In response to this challenge, Quiz Crafters, our visionary project, endeavors to democratize educational technology by furnishing educators with a cost- effective and feature-rich alternative. Motivated by the limitations experienced with paid platforms like Socrative and driven by a passion to elevate user experience, our platform pledges user-friendliness, real-time engagement, data-driven insights, and customizability— all without imposing financial burdens on educators. In a landscape where the demand for accessible and budget-friendly interactive assessment tools in education is on the rise, Quiz Crafters emerges as a liberating alternative to existing platforms. Acknowledging the restrictions inherent in paid services, particularly exemplified by platforms like Socrative, our mission is to democratize educational technology. In commitment to removing barriers, our quiz taking website is meticulously crafted to cater to the diverse needs of educators, seamlessly accommodating both intimate classroom settings and expansive lecture halls. Through a dedicated emphasis on inclusivity and innovation, Quiz Crafters aspires to redefine the very landscape of interactive educational assessment. Our aim is to provide a transformative and easily accessible tool, not only for educators but for students as well. This project is a testament to our unwavering dedication to innovation, inclusivity, and the continuous advancement of interactive educational assessment tools.
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    Digital Dining- From where you can order your desired food
    (International Islamic University Chittagong, 2022-07) Sazid, Mohammed Saiful Azam
    ”Digital Dining” introduces a user-centric website focusing on streamlined food ordering and menu exploration for a fictional restaurant. This platform enables customers to seamlessly browse the menu, place food orders, and enjoy a hassle-free digital dining experience. The website prioritizes simplicity and convenience, allowing patrons to peruse the restau rant’s offerings and place orders effortlessly. While reservations aren’t facilitated, the emphasis remains on providing a user-friendly interface solely dedicated to exploring the menu and initiating food orders. By concentrating on efficient food selection and ordering processes, Digital Dining aligns with modern consumer preferences, catering to their desire for simplicity and ease in on line dining experiences.