International Research Journal of Engineering and Technology (IRJET)
e-ISSN: 2395-0056
Volume: 11 Issue: 11 |Nov 2024
p-ISSN: 2395-0072
www.irjet.net
A Review of Student Helper Chatbot Ms. Harshada D. Parde1, Ms. Rutuja L. Shinde2, Ms. Pratiksha N. Garad3, Ms. Gauri K. Waghmare4 Prof. Sachin D. Pandhare5 1,2,3,4 Student,
5Assistant Professor, Dept. of Computer Science and Engineering, SMSMPITR, Akluj, Maharashtra, India
---------------------------------------------------------------------***--------------------------------------------------------------------To address this challenge, the implementation of a college Abstract –
enquiry chatbot powered by Natural Language Processing (NLP) presents a promising solution. NLP, a subset of Artificial Intelligence (AI), focuses on enabling machines to understand, interpret, and generate human language in a way that is both meaningful and contextually accurate. A chatbot using NLP techniques can be employed to interact with users in natural language, effectively answering a wide range of questions related to admissions, academic programs, scholarships, campus facilities, and more. This not only reduces the strain on college staff but also ensures that students receive accurate, prompt, and relevant information at any time of the day.
This paper presents the development and implementation of an advanced college enquiry chatbot, utilizing Natural Language Processing (NLP) techniques to address the escalating strain on college resources due to the increasing volume of student inquiries. As higher education institutions experience growing numbers of prospective and current students seeking information, traditional methods of handling these inquiries have proven inefficient. The proposed chatbot is designed to alleviate this issue by providing immediate, accurate, and contextually relevant responses to frequently asked questions related to various aspects of college life, including courses, admissions, scholarships, and campus facilities. By employing sophisticated AI algorithms and NLP models, the chatbot effectively interprets user queries in natural language, offering personalized and real-time assistance. This approach not only streamlines the process of information retrieval but also significantly enhances the user experience by reducing the time students spend searching for information and improving overall website usability. The chatbot represents an innovative solution to optimize college resource management while delivering seamless and interactive support to students, thus contributing to the efficiency and effectiveness of campus communication systems.
The college enquiry chatbot is specifically designed to comprehend and process user queries using advanced AI algorithms. Unlike traditional chatbots, which may rely on predefined responses, this AI-driven system is capable of understanding complex queries, providing tailored and dynamic answers, and continuously improving its accuracy through machine learning. By leveraging these sophisticated capabilities, the chatbot enhances user experience by reducing search times, improving website navigation, and making the process of obtaining information more seamless and efficient for prospective students. In addition to enhancing the user experience, the integration of this AI-driven chatbot contributes significantly to improving the usability and efficiency of the college’s online resources. The chatbot can answer frequently asked questions in real time, guide students through application processes, and reduce the need for human intervention, which can be especially helpful during peak periods such as application deadlines or enrollment seasons.
Key Words: Student Helper Chatbot Web-based Application, HTML, CSS, JAVASCRIPT, MySQL
1.INTRODUCTION The college admissions process has long been a complex and time-consuming task, both for prospective students and college staff. With an increasing number of students seeking information on courses, admissions criteria, scholarships, and campus facilities, the pressure on traditional support resources has never been higher. College websites, although providing valuable resources, are often insufficient in
1.1 Objectives The primary objective of this college enquiry chatbot is to streamline the admissions and registration process for both prospective students and college staff. By providing comprehensive college information, ensuring easy access to information, minimizing query resolution time enabling effective communication, and simplifying the user experience, the chatbot aims to reduce the time and effort required for students to enroll, while also improving the efficiency of college admissions processes.
managing the growing volume of inquiries in an efficient and timely manner. As a result, the existing support structures are stretched thin, making it difficult for college staff to address all inquiries in a timely and personalized manner. This imbalance can lead to frustration among students and increased workloads for college staff.
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