Abstract: The Mechanical Training Platform of the Graduate Association is an innovative web platform to improve the interaction between graduates, students and academic institutions. This system is registered by graduates, interacts with other graduates and students, participates in the event at the Academy, and continues to recognize the academy news. Students can study the opportunities that graduates exhibit their work and review the text model based on whisker to summarize the explanation. Administrators can manage data for graduates and students who have approved registration and events and update the contents of academy such as events, news, and galleries. This platform integrates two improved machine learning models. A text model for text viewing to combine a chatbot for processing a user request based on LSTM with a task description.
This portal provides services to several users, including administrators, graduates, students and guests. Graduates and students can talk about and communicate with chat and reservations, and potential users can get information about the academy by exploring the gallery, news and interactions of chatbots. The administrator processes the Backend process, such as graduates management, student registration, event requests and business presentations. The main design of the system creates an effective and optimized experience for all users related to automatic functions such as chatbots, text reviews and email notifications. In addition, this system uses a stable mechanism for authentication and view to ensure security to protect user data and interactions. The project strengthens the relationship between graduates and students, encourages further interactions between graduates, students, and ALMA, as well as providing a digital platform without problems.
Keywords: Alumni Network, Bidirectional and Auto-Regressive Transformers , Admin, Student ,User, Long Short-Term Memory, Chat box .
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DOI:
10.17148/IJARCCE.2025.14310
