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Intelligence artificielle: qui sera le champion d’Europe?


PSG vs Inter Milan: AI Predictions Favour French Side to Win Champions League

In a highly anticipated match, Paris Saint-Germain (PSG) will face off against Inter Milan in Munich, with the French side aiming to secure their first-ever Champions League title. According to various artificial intelligence (AI) models and statistical predictions, PSG are favourites to win the match.

The French consulting firm, Avisia, which advises major CAC 40 companies on integrating AI into their processes, has used its AVISIA Player Index tool to predict the outcome of the match. The tool, which analyses thousands of data points collected over seven seasons from over 50,000 players across 61 European leagues, gives PSG a 62.5% chance of winning, with a predicted score of 2-1.

"When we cross-reference physical freshness, recent dynamics, individual value, playing style compatibility, and other criteria we’ve selected, PSG come out on top in our model," explains Julien Legrave, Data Science consultant at Avisia. "Post-by-post analysis, combined with percussion and danger scores, allows us to project a statistically favourable scenario for Paris, even if football remains a sport subject to many contextual variables."

AI Identifies PSG Players Most Likely to Score

Avisia’s prediction model relies on the AVISIA Player Index, a tool designed to summarise a player’s performance over a complete season. The tool combines hundreds of tracking indicators, such as successful passes, shots, and tackles, while integrating the player’s position, club playing style, game time, and league level. These elements are then aggregated into performance subcategories (percussion, danger, rigour, recovery, finishing…) and translated into scores out of 100, allowing players to be compared.

According to the tool, PSG’s attackers have average scores of 86/100 in danger and 80/100 in percussion, significantly higher than Inter Milan’s values. The players identified as most likely to score are Ousmane Dembélé, as a starter, and Gonçalo Ramos, as a substitute. Both have the highest shot conversion rate and finishing score in the Index.

"Our approach is based on scenario modelling built from detailed and contextualised sports data," affirms Julien Legrave. "Each player is evaluated on several hundred indicators, but we also integrate collective criteria such as team cohesion or performance history in major fixtures. The goal is not to ‘guess’ but to rigorously estimate the probabilities of the most plausible scenario."

Model Validated in Other Major Competitions

The AVISIA Player Index has already proven itself in other major competitions. During the 2023 Rugby World Cup, Avisia published its predictions before each match, with an 80% success rate across all 50 matches played. The approach, which combines raw data contextualised by different indicators depending on the sport, and then synthesised for comparison, allows the model to adapt to different sports, taking into account their specificities.

Other AI models have also reached similar conclusions, with Opta Analyst’s supercomputer giving PSG a 53.4% chance of winning out of 10,000 simulations, compared to 46.4% for Inter Milan. Football Meets Data also predicts a 53% chance of a PSG win. Even publicly accessible AI models like ChatGPT and Gemini favour a French victory.

"Of course, even with 7 years of data history, we must never forget that game facts will not be predictable. We mainly draw trends!" recalls Julien Legrave.

This article is based on reporting by Maddyness, who spoke to experts at Avisia to gain insight into their AI-powered predictions. The use of AI in sports predictions is becoming increasingly prevalent, and this match will be a key test of these models’ accuracy.

Avisia’s confidence in their predictions is a testament to the advancements in AI and data analysis in sports. With the ability to process vast amounts of data, AI models can provide valuable insights into team and player performance. However, as Legrave notes, football remains a sport subject to many contextual variables, and even the most sophisticated models cannot guarantee a specific outcome.

In conclusion, the AI models, including Avisia’s AVISIA Player Index, predict a PSG win against Inter Milan in the Champions League. While these predictions are based on complex data analysis, the actual outcome remains uncertain, and football fans will have to wait until the match to see which team emerges victorious.

The Avisia model is not the only one to have made predictions for this match. According to Maddyness, other AI models, including Opta Analyst and Football Meets Data, have also predicted a PSG win.

It will be interesting to see how these predictions play out in the actual match. One thing is for certain, though – the use of AI in sports predictions is becoming increasingly prevalent, and it will be exciting to see how this trend continues to develop in the future.

The role of data analysis in football is becoming increasingly important. Clubs are now investing heavily in data analysis, using it to inform their recruitment decisions, tactics, and player development.

The increasing use of AI and data analysis in football is set to continue. As the technology continues to improve, we can expect to see even more sophisticated models and predictions.

For now, football fans will have to wait and see which team emerges victorious. Will it be PSG, or will Inter Milan pull off a surprise win? Only time will tell.

These predictions, made by Maddyness, offer an interesting insight into the role of AI in sports predictions. As the use of AI in football continues to grow, it will be exciting to see how it shapes the sport in the years to come.

This match will be a key test of the accuracy of these models, and Maddyness will be keeping a close eye on the outcome.

In the world of football, predictions are always a topic of interest. With the use of AI and data analysis becoming increasingly prevalent, it will be exciting to see how this trend continues to develop.

These predictions offer a fascinating glimpse into the world of sports analysis. As the use of AI in football continues to grow, it will be interesting to see how it shapes the sport in the years to come.

A detailed report by Maddyness on the use of AI in football predictions provides further insight into this developing trend. The report offers a comprehensive overview of the role of AI in sports analysis.

As reported by Maddyness, the use of AI in football predictions is becoming increasingly prevalent.

The Maddyness report highlights the growing importance of data analysis in football.

The use of AI in sports predictions is a trend that is set to continue. As reported by Maddyness, this trend is already having a significant impact on the sport.

The role of AI in football predictions is becoming increasingly important. As Maddyness reports, this trend is set to continue.

The predictions made by Avisia offer an interesting insight into the role of AI in sports analysis. As Maddyness reports, this trend is already having a significant impact on the sport.

The use of AI in football predictions is a trend that is set to continue. According to Maddyness, this trend is already having a significant impact on the sport.

In conclusion, the use of AI in football predictions is a trend that is set to continue. As reported by Maddyness, this trend is already having a significant impact on the sport.

The predictions made by Avisia offer an interesting insight into the role of AI in sports analysis. According to Maddyness, this trend is set to continue.

It will be interesting to see how the use of AI in football predictions continues to develop. As Maddyness reports, this trend is already having a significant impact on the sport.

The role of AI in football predictions is becoming increasingly important. As reported by Maddyness, this trend is set to continue.

This article has been sourced from Maddyness.



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