MicroAlgo (MLGO, Financial) has introduced a new blockchain-based algorithm designed to enhance the protection of intellectual property (IP) rights. The company aims to resolve the limitations of current copyright protection methods by using blockchain's secure and unchangeable ledger system. This innovative solution involves a combination of mathematical models, including a quadratic matrix transformation model, a distributed random embedding mechanism, and a location mapping function.
These components work together to provide precise tracking and secure protection of IP rights from their creation to any transactions they undergo. Specifically, the quadratic matrix transformation model structures a multidimensional data system that quantifies and encodes essential transaction parameters. These include the identities and credit ratings of parties involved, authorization details, content attributes, and transaction features, which are all encoded into a base matrix in a multidimensional vector space.
The process continues with secondary linear transformations, such as eigenvalue decomposition and singular value decomposition, which create a high-distinguishability feature matrix. This advanced modeling retains core data features while removing redundancies through orthogonal transformation and dimensionality reduction, resulting in a unique, verifiable transaction identifier, thus enhancing IP rights protection.
