MicroAlgo (MLGO) announced the development of a blockchain-based traceable IP rights protection algorithm, aiming to fundamentally address the shortcomings of existing copyright protection technologies and safeguard intellectual property rights. MicroAlgo leverages blockchain’s distributed ledger and immutability features to develop a technical solution integrating a quadratic matrix transformation mathematical model, distributed random embedding mechanism, and location mapping function design. This enables precise traceability and secure protection of IP copyright throughout its lifecycle, from creation to transaction. Quadratic Matrix Transformation Model:in the digital mapping process of IP rights transactions, the quadratic matrix transformation model builds a structured multidimensional data system that mathematically models and enhances key elements of the transaction. Specifically, the model first quantifies and encodes critical parameters such as the identities and credit ratings of the transacting parties, scope of authorization, content characteristics, and transaction attributes into a base matrix M in a multidimensional vector space. Subsequently, through secondary linear transformations-such as eigenvalue decomposition, singular value decomposition, or polynomial transformation-a high-distinguishability feature matrix M’ is generated. This process retains the core features of the original data while eliminating redundancy through orthogonal transformation and dimensionality reduction, producing a unique and verifiable transaction identifier.
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