Yield Guild Games $YGG uses smart computer methods known as graph algorithms and machine learning models to study its own data to understand its community and to improve the economy inside the games it supports.
The main technology behind YGG is the Ethereum blockchain. The YGG token follows the ERC 20 standard which means that everything about how the token is created how it moves from one wallet to another and how it behaves is guided by the rules set by the Ethereum network. The safety of every YGG transaction is protected by the Ethereum system which now uses a Proof of Stake method after the event known as The Merge. The actions and rules of YGG such as how tokens are shared how staking works inside special vaults and how people take part in decision making are all controlled automatically by smart contracts that run on Ethereum. @Yield Guild Games
YGG also uses advanced computer methods to manage its very large and spread out community of players and groups called SubDAOs. These computer methods study blockchain data to find useful patterns and to improve how the whole system works. They do not protect the blockchain itself but they help YGG understand how its community behaves.
Graph algorithms let YGG look at its network of SubDAOs and players as if the network were a map made of points and lines. This helps the group understand who is connected to whom and how strong those connections are. Community detection methods such as the Louvain method and the Leiden method help YGG discover natural groups of players who interact with each other often. Centrality measures help YGG find important connections that hold different groups together so that YGG can support these areas and keep the network healthy and balanced. By studying how the network changes over time YGG can also see how friendships form how rivalries grow and how players move from one game or region to another. #YGGPlay #Binance
YGG also uses machine learning and artificial intelligence on blockchain data to make player experiences better and to help guild leaders make good choices. Machine learning can match players with the right guilds or games based on their skills and their game history which is shown through soulbound tokens or SBTs. Guilds can use these machine learning results to choose new members and build strong teams. The main YGG group also uses these insights to send help and grants to communities that need support. Instead of helping scattered SubDAOs one by one YGG focuses on larger groups that the data shows are important to the ecosystem.
