Abstract:
The purpose of this study is to determine when a new entrepreneur wants to start a
business in social media, he or she will know which social media platform is best for
business. Based on collected data (We collected data using Google Forms as well as a
paper copy of this form) and used machine learning techniques to find the accuracy.
We also use a real dataset to run simulations to determine which social media site is
best for a new entrepreneur. The Regression model is also used to determine the actual
social platform. Using the best algorithm possible improves diffusion performance.
Integrating simulations to create a real-time decision assistance platform will improve
the efficiency of business diffusion. Finally, we received the outcome. We forecasted
what is best for a new entrepreneur looking to launch a new internet business and
advertise their brand. If we use more data (2 lack or 3 lack), in that situation the
accuracy could be different. But even after we took more data our accuracy and target
were same. This study is especially based on university students' feedback. The
majority of those who responded to our survey, 81%, were under the age of 25.
