Crick11pro – Dream11 Prediction Along with Chat-Bot

Abstract

Dream 11, a popular fantasy sports platform, gives cricket enthusiasts a chance to 
select a dream team of players and earn rewards. The proposed paper presents a 
system that would assist users in preparing dream teams for cricket matches. The 
proposed system introduced a model designed to help the user in selecting ideal 
teams by applying machine learning techniques. The machine learning model 
combined cricket data, head-to-head player statistics, and venue-wise data, and 
then assigned scores to all players from both teams. The system mainly assigned 
higher weights to the players from the predicted winning team but also considered 
the performance of key players from the opposing team. The chatbot interface 
allowed continuous interaction with the user to allow them to gain information 
about cricket. The system provided an evaluation of the methodology used, and the 
use of the predictive model, which resulted in displaying player scores for decision-making