Knowledge is power. This is one of the favourite expressions of Andrei Marius Popescu; a sports journalist with a penchant for data analysis. We caught up with him at a recent symposium, and we were keen to know what he thought about the information-driven approach that has been adopted by Liverpool. While some have scrutinised, it has been met with praise by others. What does Andrei Marius Popescu think, and might there still be room for improvement? These are some of the questions that will be addressed immediately below.
A Man with Education on His Side
One of the reasons why Andrei Marius Popescu has become such an authoritative figure within the sports community involves a multi-faceted background. From statistical analyses and Bayesian modelling to feature engineering, and an innate familiarity with machine learning, nothing is left to chance when it comes to his experience. How are these areas of expertise relevant here?
“The main point is that modern analytical methods are taking on a life of their own thanks to the meteoric rise of artificial intelligence,” he passionately affirms.
“I’m not talking about your average chatbot in this sense. These bundles have become so complex that they can sometimes be mistaken as humans (he then goes on to point out recent Turing Test results).”
“This shows me that we’ve finally got to the point where AI-driven feedback can be seamlessly applied to real-world situations; especially those associated with finite outcomes. So, why not embed them within the strategy of a football team?”
We then discussed some of the ways in which a data-centred approach can benefit teams such as Liverpool, and his insight was quite welcome.
Recruitment
His in-depth knowledge of sports data journalism is clearly exhibited when discussing recruitment policies. Analytics are now being used to match players with Liverpool’s core strengths. Their possession-focused gameplay is a perfect example. As opposed to physically scouring minor league clubs for such talent, a significant portion of this research can now be carried out in the digital domain.
Injury Prevention
“Note here that I’m using the word ‘prevention’ in favour of ‘treatment’. While injuries are inevitable,” he continues. “The goal here is to mitigate the associated risks. HRV management, smart fitness trackers, and even behavioural modelling are all ways in which Liverpool can help to ensure the health of their players. This is a much better tactic than waiting for an injury to occur that might have otherwise been avoided with additional insight.”
Tactical Approaches
His background in scholarly research likewise became apparent when discussing how data models can be used to impact strategic decisions on the pitch.
“Set-piece strategies are entirely relevant here,” Andrei Marius Popescu observes. “AI can be used to analyse thousands of discrete metrics in a fraction of the time that would be required with traditional methods. In other words, the notion of a physical playbook is not as relevant as it once was.”
He explains that artificial intelligence can be used to determine the weaknesses of an opponent, to create new tactics that may catch the other team by surprise, and to make in-game decisions when under pressure with relative certainty.
Fan Engagement
A final area that Liverpool has been focusing on is not associated with the game itself. It instead revolves around the fans themselves.
“I’m aware of how much online presence will affect my future success, and Liverpool is no different here. They appreciate the reach of the digital domain, and they have begun to revamp their approach to user engagement.”
He is talking about cloud data in this sense; the vast amount of information that can be found throughout the Internet. AI systems have the ability to “scrape” this data based on predetermined parameters. It can thereafter be filtered, and used to better appreciate any changes that may need to be made.
“This is an invaluable asset from a marketing perspective,” Andrei Marius Popescu adamantly confirms. “Imagine being able to collate data within a matter of minutes, or even seconds. Not only will such an approach free up valuable time, but it is much easier to monitor the ongoing results of the efforts themselves.”
Website hits, ticket sales, email campaigns, and yearly revenue generation are some metrics that Liverpool continues to examine, and this may only represent the tip of the proverbial iceberg when it comes to how they are now using data to their advantage.
“Whether referring to on-pitch performance, strategic recruitment, or fan loyalty, you simply can’t get around the importance of modern data collection methods,” he concludes. Liverpool is on the right path, and other teams are bound to follow their example.”
