LoL: G2 vs. PSG - The problem with ego-drafting
How ego-drafting can seriously impact a team’s win chance in stage games of League of Legends (LoL). An analysis of the G2 Esports loss against PSG Talon at MSI.
Articles
LoL: “Snowballatility” and why it matters in esports
An explanation of the statistic “snowballatility” and why it matters in League of Legends (Lol) drafting for stage games in esports. Some Champion’s are better than others with a Gold lead!
LoL: How Gold Statistics can be used, and misused — An Evaluation of LEC Top Laners (Spring 2022)
A statistical analysis of Top Laners for the League of Legend’s esports league: the LEC, and who you should draft if you had a choice!
LoL: Why Performance doesn’t equal Viewers in Esports
Why does a consistently high level of performance not always equate to a larger fanbase and viewership? What other factors do teams need to consider in order to become attractive to fans.
LoL: Player Scouting and Statistics
How can statistics be used to help player’s scout and draft the best possible esports team in League of Legends (LoL)? What statistics matter? To what extent can AI be used?
The Power of AI in Esports
How effective can AI be when applied to esports? It benefits from better data, but also a changing game. What is esport’s secret AI weapon?
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LoL: Draft of the Week — Team Vitality vs. SK Gaming
The League of Legends (LoL) draft of the week, decided by AI. This week, Team Vitality vs. SK Gaming and the power of winning every lane.
LoL: Draft of the Week — Team BDS vs. Team Vitality
The League of Legends (LoL) draft of the week, decided by AI. This week, Team BDS vs. Team Vitality and the “I run into you” composition.
The iTero AI Drafting Model
How AI can be used to optimise a League of Legends (LoL) draft by analysing the meta, player’s skill, counter picks, synergies and more. This specific article speaks of the uses in esports.
LoL: Using "Personality Quizzes" & Nearest Neighbors for Recommendations
Using AI techniques to map a player’s “personality quiz” into a Champion recommendation in League of Legends (LoL).
LoL: UMAP and K-Means to Classify Characters — and why it’s useful
Using AI techniques to classify League of Legends (LoL) Champions into different classes and why this can be useful.
LoL: Content-Based Champion Recommendations with Dimensionality Reduction
Using AI techniques to simplify Champion playstyles into simple and explainable attributes, useful for classifying them into classes or recommending them to players.
