Year: 2025
Type: article
Abstract: : InnovateIQ: Smart Mentorship for Entrepreneur Growth is an intelligent mentorship platform designed to support entrepreneurs by providing personalized learning experiences and tailored guidance. The platform connects entrepreneurs with mentors, offering a dynamic environment for skill enhancement and business development. Entrepreneurs can register, subscribe to courses, and receive access to curated content such as videos and documents uploaded by mentors.A core feature of InnovateIQ is its adaptive learning mechanism. Entrepreneurs solve topic-wise quizzes, and their performance is assessed using a proposed model that calculates their IQ level. Based on these IQ levels, content is personalized to ensure effective learning. The platform also incorporates sentiment analysis, leveraging Natural Language Processing (NLP) techniques and WordNet, to analyze reviews and ratings provided by entrepreneurs. Analytical reports generated from these reviews offer insights to mentors about content effectiveness and areas for improvement.Additionally, InnovateIQ implements a performance evaluation model using a Decision Tree algorithm to classify and assess entrepreneurs’ progress. This model provides actionable feedback, enabling entrepreneurs to identify their strengths and areas requiring growth. By combining adaptive content delivery, performance analytics, and sentiment-driven insights, InnovateIQ serves as a comprehensive mentorship solution for entrepreneurial development, fostering innovation and growth in the startup ecosystem.
Author: Miss. Samiksha Mankar
Language: English
Subfield: Artificial Intelligence
Field: Computer Science
Domain: Physical Sciences
Open Access status: diamond
OpenAlex ID: W4409476725