Intelligent management method and system for intellectual property throughout life cycle based on value code

Abstract

The present application belongs to the cross technical field of computer software and intellectual property management, and specifically relates to a kind of intellectual property whole life cycle intelligent management method and system based on value code.The present application aims to utilize digital identity identification (value code), block chain storage, intelligent contract automatic execution and other technologies, to build an integrated management platform of intellectual property registration, circulation, rights protection and value evaluation, which is traceable, verifiable and can automatically execute right distribution.The system anchors assets by generating a globally unique value code for intellectual property, deploys modularized smart contracts for ownership, license, rights protection and other modules, uses oracle network to realize off-chain event-driven on-chain state change and trusted storage.In addition, a dynamic value evaluation model is built by combining multi-source data and verifiable computing, and cross-chain interoperability protocol is used to realize cross-domain collaborative governance of assets.The present application effectively solves the problems of scattered ownership records, low efficiency of right distribution, value evaluation disconnection and poor cross-system interoperability in traditional management, and realizes cost reduction and efficiency improvement and value maximization of intellectual property management.

Description

Technical Field

[0001] This invention belongs to the interdisciplinary field of computer software and intellectual property management, specifically relating to a method and system implementation for full lifecycle management of intellectual property based on digital identification and smart contracts. Background Technology

[0002] With the deepening development of the knowledge economy, intellectual property rights (including patents, trademarks, copyrights, and software copyrights) have become a key element of the core competitiveness of enterprises and even nations. However, traditional intellectual property management models generally suffer from problems such as lengthy registration processes, opaque ownership certificates and transfer records, difficulties in providing evidence for rights protection, a lack of objective data support for value assessment, and complex and inefficient rights allocation. Currently, domestic and international explorations in the digital management of intellectual property rights and related technologies mainly focus on the following directions.

[0003] (I) Blockchain-based Intellectual Property Evidence Preservation and Registration System Such systems leverage the immutability and traceability of blockchain to provide proof of existence, ownership, and timestamps for intellectual property works. However, existing evidence preservation schemes largely focus on securing evidence "after the fact," lacking in-depth support for real-time recording during the intellectual property creation process, multi-version management, and immediate confirmation of creative contributions. Furthermore, simple hash-based evidence preservation cannot dynamically reflect the entire chain of information regarding subsequent changes in the ownership status of the intellectual property.

[0004] (II) Digital copyright management and copyright trading platform Some platforms have begun to incorporate blockchain technology to record copyright transactions and licensing information, such as using NFTs to represent digital asset ownership and implementing royalty distribution through smart contracts. However, they lack mature solutions for the digital mapping and standardized representation of a large number of existing, traditional forms of intellectual property (such as offline invention patents and trade secrets), and they do not adequately support complex, layered, and conditional contract logic.

[0005] (III) Intellectual Property Big Data and Value Assessment Services Services such as patent valuation are provided using big data and artificial intelligence technologies, but the valuation data mostly comes from publicly available official documents and lacks timely input of real market operation data. The valuation models are mostly "black boxes" and cannot be linked with dynamic management behavior in real time.

[0006] (iv) Management system based on digital identity and identifiers Most existing identification systems only provide static positioning and identification functions. The identification itself is separate from the state, rights and value of the asset, and cannot support the automatic response of smart contract logic to external events.

[0007] (v) Enterprise-level intellectual property management software Many software programs on the market are essentially centralized database management systems. The authority of the data depends on the enterprise itself for maintenance. When external collaborative systems are involved, the processes are fragmented and inefficient. Summary of the Invention

[0008] The technical problems that need to be solved in this invention are: To address the issues of fragmented, opaque, and difficult-to-trace ownership status records throughout the entire lifecycle of intellectual property, and to achieve immutable and real-time synchronization of information across the entire chain from creation to value assessment on a single trusted source; To address the issues of highly dependent manual execution, cumbersome processes, and low efficiency in the allocation of intellectual property rights, and to achieve automated and precise allocation and settlement of rights based on preset rules; To address the issues of strong subjectivity and lack of real-time reliable data support in intellectual property valuation, this approach enables dynamic and objective value assessment based on on-chain trusted behavioral data and verifiable computational models, and feeds the results back to management strategies. To address the issue of poor interoperability between different platforms and blockchain networks, and to achieve trusted transfer and collaborative management of assets and data based on unified digital identity (value code) and standardized cross-chain protocols; This addresses the issues of inefficiency and high costs in intellectual property supervision and judicial evidence collection, providing regulatory agencies with real-time, efficient, and one-stop verification technologies.

[0009] This invention uses the value code as the core anchor point for intelligent management of intellectual property rights. It combines a multi-layered smart contract system, oracle network, and cross-chain interoperability technology to build a trusted management system covering the entire lifecycle of intellectual property rights. The aim is to break down the barriers between the creation, preservation, management, evaluation, transfer, and supervision of intellectual property rights, solve the pain points of traditional management models, and provide an efficient, reliable, and dynamic end-to-end management solution for intellectual property rights, thereby helping to maximize the value of intellectual property rights and promote the compliant development of the market.

[0010] To address the aforementioned issues, this invention provides a method and system for intelligent management of intellectual property throughout its entire lifecycle based on value codes. First, a globally unique value code is generated as the core digital identity identifier for intellectual property, achieving native anchoring of assets to the blockchain. Next, a multi-layered smart contract system with interconnectivity is deployed to automate the execution of various management rules. An oracle network enables the linkage between off-chain events and on-chain contracts, achieving trusted evidence storage and state-driven operation of events throughout the entire lifecycle. A verifiable dynamic value assessment model is constructed to achieve closed-loop linkage between value assessment and management strategies. Finally, a standardized cross-chain protocol enables trusted asset transfer and collaborative governance, while providing regulatory agencies with convenient verification technologies.

[0011] The intellectual property intelligent management method based on value codes includes the following steps: Step 1. Value Code Generation and Asset Anchoring. In response to the creation or submission of intellectual property, the system automatically extracts the core characteristic information of the intellectual property and generates a unique digital fingerprint. This fingerprint is then integrated with the creator's identity information and a precise timestamp, and an encryption algorithm is used to generate a globally unique and tamper-proof "value code." This value code, as the core digital identity identifier of the intellectual property, is written into the underlying blockchain (data anchoring chain) along with the complete metadata of the intellectual property (including creation information, ownership information, object details, etc.) and the initial ownership relationship. This completes the native registration and on-chain anchoring of the intellectual property, establishing its unique on-chain "identity credential" and laying the foundation for subsequent full lifecycle management.

[0012] Step 2. Deployment of a Multi-Layer Smart Contract System. A set of related, interoperable smart contracts is deployed for the anchored intellectual property assets, forming a complete contract system. This system includes: ownership management contracts, licensing agreements, rights enforcement contracts, and revenue distribution contracts. All contract logic is linked and bound using a value code as the core index, enabling data exchange and collaborative execution between contracts. This ensures that various management rules are accurately linked to specific intellectual property assets, providing core support for automated management.

[0013] Step 3. Full Lifecycle Event-Driven and Trusted Evidence Preservation. By integrating a professional oracle network, key offline intellectual property legal events (such as ownership changes, licensing, infringement, and rights protection) are transformed into verifiable and traceable on-chain events. These on-chain events serve as trigger conditions for smart contracts, automatically driving the corresponding smart contract execution state changes. Simultaneously, the contract execution results and event-related supporting materials are added to the blockchain as new evidence records, indexed by a value code, forming a complete, continuous, and tamper-proof full lifecycle event trajectory for intellectual property.

[0014] Step 4. Dynamic Value Assessment Model Construction and Feedback. A verifiable smart contract model based on multi-source trusted data is constructed to achieve dynamic and objective assessment of intellectual property value. The model's input data includes two parts: first, off-chain market reference data obtained from the oracle network (such as industry benchmarks, transaction prices, market demand, etc.); second, trusted behavioral data accumulated on the blockchain (such as licensing frequency, transfer records, rights protection records, etc.). The model executes public and verifiable calculation logic, ultimately outputting a dynamic value index or a detailed assessment report. The assessment results can be directly referenced by related contracts such as revenue distribution contracts and financing staking contracts, achieving deep linkage between value assessment and management strategies, forming a value-added closed loop of "data-assessment-management".

[0015] Step 5. Cross-chain Interoperability and Collaborative Governance. Define a standardized cross-chain asset mapping protocol based on value codes to break down technical barriers between different platforms and blockchain networks. When intellectual property needs to be displayed, traded, or collaboratively managed across different blockchain networks, corresponding mapped assets or trusted credentials are created on the target chain through relay chains or hash time-locking technology. A cross-chain synchronization mechanism ensures that the ownership status and operation records of intellectual property are securely and in real-time synchronized between the original and target chains. Simultaneously, a standardized cross-chain verification interface is provided for regulatory nodes, supporting regulatory agencies in achieving efficient and penetrating cross-domain supervision and evidence collection.

[0016] Preferably, in step 1, the generation of the value code adopts a hierarchical deterministic algorithm, whose seed root is a composite digest of the genesis block hash and the creator's identity public key, ensuring the uniqueness, unforgeability, and traceability of the value code. The underlying blockchain adopts a heterogeneous consortium blockchain architecture, specifically divided into a notarization sub-chain, a settlement sub-chain, and a regulatory sub-chain. Each sub-chain performs its own function and works in concert. The notarization sub-chain is responsible for notarizing events throughout the entire lifecycle, the settlement sub-chain is responsible for rights allocation and fund settlement, and the regulatory sub-chain is responsible for regulatory data synchronization and evidence support. Real-time and reliable synchronization of data among the sub-chains is achieved through an internal cross-chain protocol.

[0017] Preferably, in step 2, the smart contract system adopts a modular design, where each contract is both independent and interoperable, facilitating subsequent upgrades and expansions. Specifically, the ownership management contract implements a multi-signature-based ownership transfer mechanism to ensure the security and compliance of ownership transfers; the licensing agreement contract integrates an on-chain payment channel to achieve instant settlement of licensing fees, improving transaction efficiency; and the rights protection execution contract can automatically trigger claims or arbitration requests based on on-chain infringement evidence, reducing rights protection costs and improving rights protection efficiency.

[0018] Preferably, in step 4, the evaluation model is deployed on the blockchain in the form of verifiable computation. Its computation process can generate verification proofs through zero-knowledge proofs (such as the Groth16 algorithm), ensuring both the privacy and security of the evaluation data and the public verifiability of the evaluation process and results, thus guaranteeing the objectivity and credibility of the evaluation. The evaluation results are issued in the form of a "Value Report NFT," which is bound to the corresponding intellectual property's value code and can be used as a value certificate in financing, trading, licensing, and other scenarios, enhancing the practicality of the evaluation results.

[0019] Preferably, in step 5, the cross-chain interoperability adopts a hybrid mode combining a relay chain and hash time locking, balancing cross-chain efficiency and security. For lightweight query and verification scenarios, Merkle proofs are used to achieve fast cross-chain verification and reduce resource consumption; for core scenarios such as intellectual property asset transfer and ownership change, an improved hash time locking protocol is adopted, and a guardian network is introduced for security verification to prevent cross-chain transaction risks and ensure the security and atomicity of asset transfer.

[0020] Beneficial effects This invention innovatively introduces a "value code" as an index anchor for events throughout the entire asset lifecycle. By deeply integrating it with blockchain notarization technology, key events throughout the asset's lifecycle are anchored to the blockchain network, constructing an immutable and traceable history of ownership and operations. This fundamentally solves the pain point of insufficient credibility in traditional asset management, greatly enhancing the trustworthiness and authority of assets. Compared to existing technologies that can only achieve notarization of partial stages, this invention connects the complete event chain through the value code, making every transfer and operation of the asset verifiable and significantly improving the transparency of asset governance.

[0021] This invention employs smart contract technology to codify and deploy core management rules such as rights allocation, licensing fees, and rights protection claims, achieving fully automated execution of management processes. This effectively reduces inefficiencies and frequent errors caused by manual intervention. The automatic triggering and precise execution characteristics of smart contracts not only significantly improve the execution speed and accuracy of various rules but also reduce manual operation costs, communication costs, and compliance risks. This forms an efficient, low-cost, and reusable asset management system, providing asset managers with a convenient and efficient management solution.

[0022] This invention, based on credible behavioral data, constructs a transparent and verifiable dynamic evaluation model, realizing the dynamic and data-driven discovery of asset value. It breaks through the limitations of traditional value evaluation models, which are detached from market realities and static and singular. Through in-depth analysis and real-time assessment of credible data, the evaluation results can accurately reflect dynamic market changes, thus forming a complete value-added closed loop of "data collection - dynamic evaluation - optimized management." This not only improves the scientific rigor and rationality of value evaluation but also provides strong data support for the optimal allocation and value enhancement of assets.

[0023] This invention constructs a standardized value code protocol and a comprehensive cross-chain solution, effectively breaking down technical barriers and data silos between different platforms and networks, and significantly enhancing the interoperability of the entire ecosystem. The standardized protocol ensures seamless connection and data exchange between different entities, while the cross-chain solution enables asset transfer and information sharing between different blockchain networks, greatly improving asset liquidity, expanding asset application scenarios and development potential, and promoting the formation of a collaborative, symbiotic, and highly efficient ecosystem.

[0024] This invention provides regulatory agencies and judicial departments with an efficient and low-cost technology for transparent monitoring and evidence collection. Leveraging the immutability and traceability of blockchain, it enables real-time monitoring and precise evidence collection throughout the entire asset process, effectively improving collaborative governance and regulatory efficiency. This technology not only reduces the difficulty and cost of monitoring and evidence collection but also standardizes transactions in the intellectual property market, prevents various violations, and provides a solid technical guarantee for the compliant, healthy, and orderly development of the intellectual property market, possessing significant industry standardization and social value. Detailed Implementation

[0025] This invention primarily addresses a series of technical problems in traditional intellectual property management, including fragmented ownership records, inefficient management processes, subjective value assessment, poor system interoperability, and difficulties in regulatory evidence collection. In the existing intellectual property ecosystem, severe data silos exist between ownership confirmation agencies, trading platforms, and rights protection agencies, resulting in extremely high trust and friction costs throughout the entire process from the creation of an intellectual property right to its monetization. To realize a value-code-based intelligent intellectual property management platform, this invention aims to introduce a highly condensed and computable digital identity identifier (value code) as the core value anchor, deeply integrating distributed blockchain evidence storage technology, smart contract automated execution engines, decentralized oracle networks, and other cutting-edge technologies to construct a panoramic, traceable, verifiable, and automatically executable integrated underlying infrastructure for intellectual property registration, transfer, rights protection, and value assessment, encompassing complex rights allocation rules. To more clearly and comprehensively describe the technical solution and implementation details of this invention...

[0026] The intellectual property intelligent management platform based on value codes proposed in this invention is implemented as follows: This invention organically integrates technical modules such as value code generation and asset anchoring, multi-layered structured smart contract system deployment, full lifecycle exogenous event driving, dynamic value assessment based on mathematical models, and standardized cross-chain interoperability. From the underlying data architecture to the upper-layer business logic, it constructs a seamless and complete closed loop from the "original creation and confirmation of rights" of intellectual property to the "monetization of derivative value". First, it is necessary to design and deploy the blockchain network infrastructure as the foundation of trust. This system abandons the performance bottleneck of a single chain and adopts a permissioned heterogeneous consortium chain as the underlying layered architecture. Then, it implements highly available value code parsing and smart contract lifecycle management microservices. Next, it develops an oracle network that supports multi-source heterogeneous data cleaning and a verifiable value assessment model. Finally, it constructs cross-chain adaptation interfaces for external heterogeneous public chains and traditional government networks. The basic architecture of the platform is strictly divided from top to bottom into an application interaction layer, a smart contract service layer, a blockchain core layer, a cross-chain interoperability layer, and an external adapter layer. The application interaction layer directly targets end-users such as intellectual property creators, agents, investors, and regulators, providing diverse access methods including a web console, a mobile lightweight node APP, and a standardized RESTful API. All user operation requests must be digitally signed using the national cryptographic SM2 or secp256k1 algorithm in the local environment to complete asymmetric identity authentication before being converted into standardized serialized transaction submissions. The smart contract service layer carries the platform's core business flow logic and deploys a modular contract cluster with value codes as address identifiers, equivalent to the system's "central processing unit." The blockchain core layer is the immutable ledger carrier, including a high-throughput notarization transaction chain (using an optimized RAFT or DPoS consensus mechanism, specializing in massive high-frequency notarization), a high-security asset settlement chain (using a highly fault-tolerant PBFT consensus mechanism, specializing in asset transfer and fund settlement), and a compliant read-only chain designed for transparent supervision. The cross-chain interoperability layer, based on lightweight relay bridge technology and an improved Hash Time Locking (HTLC) protocol, enables secure mapping of assets within the system to external networks and cross-domain information interaction. The external adapter layer comprises a decentralized oracle network, acting as a bridge between the physical and digital worlds. It transforms authoritative off-chain events (such as court judgments and official confirmation announcements) into on-chain events with cryptographically verifiable proofs, and provides standardized API adapters for bidirectional secure synchronization with external traditional systems (such as the State Intellectual Property Office database). The first step in the implementation process is the deep implementation of value code generation and asset anchoring. In response to the creation or submission of intellectual property objects (such as software source code, digital art design drafts, and technical patent disclosure documents), the system front-end or local SDK automatically extracts the core digital feature information of the object and generates a unique digital fingerprint for the file using collision-resistant one-way hash algorithms such as SHA-256 or SM3.To elevate a simple digital fingerprint into an economically significant "value code," the system combines the creator's identity public key characteristics, precise high-precision timestamps, and other elements to generate an unforgeable "value code" through a hierarchical deterministic algorithm. The value code (…). The generation logic strictly follows the multidimensional feature mapping function. Asset fingerprinting Creator characteristics With time entropy Mapping to a higher-dimensional cryptographic space: Anti-spoofing random numbers are used to prevent replay attacks. To ensure that the value code possesses dynamic evolution and quantitative evaluation capabilities from its inception, the system innovatively defines the initial value weight of assets. As a cold start reference benchmark: in, This refers to a pre-set industry sensitivity coefficient that can be dynamically adjusted by the governance committee. This reflects the information complexity or size of the digital asset itself. This is a credit score calculated based on the creator's historical evidence records and performance. After the calculation is completed, the system packages the value code plaintext, generation rule commitment (Hash value), rights holder statement, and other structured metadata into a genesis registration transaction and broadcasts it to the evidence storage transaction chain. The asset registration contract deployed on the chain performs signature verification and rule validation. After the validation is passed, this metadata is persistently stored in the distributed ledger state tree, completing the digital world's rights confirmation and anchoring, and formally establishing its globally unique "identity credential" within the platform and across the cross-domain ecosystem.

[0027] The second step in the implementation process is the customization and deployment of a multi-layered structured smart contract system. Addressing the difficulties in enforcement and slow profit sharing caused by the reliance on paper contracts in traditional intellectual property management, the system guides users to deploy a cluster of smart contracts to manage the complex rights and interests of the asset through a "Contract Factory" design pattern. Rights holders configure various parameters through a visual interface, such as multi-signature thresholds (e.g., requiring signatures from two of the three co-owners' private keys for asset transfer), license template terms (e.g., exclusive license, sole license, or ordinary license), tiered fee standards, and rights protection and evidence collection rules, and then sign the transaction based on the configured information. The factory contract deployed on the settlement sub-chain instantiates highly customized sub-contracts based on these parameters. These include a rights management contract responsible for the rights state machine, a license agreement contract responsible for controlling the authorization period and scope, a rights protection enforcement contract responsible for connecting with infringement leads, and a profit distribution contract responsible for fund transfers. All sub-contract logic is mapped using a value code as the core primary key, forming a "one code, multiple contracts" network structure. Specifically, in the revenue sharing contract, to achieve automated and delay-free settlement for massive micro-licensing scenarios, the system incorporates a weighted proportional revenue sharing algorithm engine. For any licensing revenue based on this intellectual property... Each co-owner The final net profit obtained The calculation logic is as follows: in, The cost of blockchain network resources The node service fee collected by the platform as agreed. For the legal shareholding or equity share registered by co-owners in the ownership agreement, This is a conditional deduction factor triggered by specific authorized events (such as agency in specific overseas regions or promotion through special distribution channels). This mathematical model not only ensures that revenue calculation can be automatically completed in milliseconds and accurately to multiple decimal places in complex business scenarios such as multi-party co-ownership and cross-border licensing, but also fundamentally eliminates systemic risks such as unclear accounts, misappropriation of funds, and long-term arrears caused by manual settlement.

[0028] The third step in the implementation process is full lifecycle exogenous event-driven and trusted state notarization. The value of intellectual property is not static but dynamically evolves with market applications and legal changes. During system operation, the state changes of assets throughout their entire lifecycle are strictly driven by authoritative exogenous events captured by the oracle network. The system integrates a decentralized, multi-node professional oracle network, which reliably transforms key legal events closely related to intellectual property that occur offline into digital on-chain events through distributed capture and multi-source cross-verification comparison mechanisms. To mitigate the risk of malicious behavior by a single oracle node or data delays and failures, the system introduces a distributed truth-value aggregation algorithm based on reputation and time decay at the underlying layer. This assumes that for the same real-world event... Each independent oracle node reports data, and the system calculates the final on-chain trusted truth value. satisfy: in, For the first The event quantification data or Boolean determination status reported by each node; The reputation weight accumulated by the node for its historical staking and performance records in the network; This is the delay difference between the node's reported time and the actual time the event occurred; A time decay penalty coefficient is preset for the system. This formula ensures that nodes with high reputation and timely response have the dominant role in truth value determination, greatly improving the resistance to manipulation of on-chain data price feeds. For example, when the State Intellectual Property Office issues an official electronic announcement of patent rights confirmation, when an electronic signing platform generates a legally effective license contract, or when a web crawler oracle fixes the page hash and timestamp evidence of an infringing website, this information will be aggregated and signed by the oracle and verified by the above algorithm before being submitted to the chain. These highly credible on-chain events, acting as event triggers, will accurately wake up dormant smart contracts under the corresponding value code name, automatically triggering updates to the list of owners, adjustments to periodic license rates, and even automatically sending electronic lawyer's letters based on blockchain evidence and freezing the infringer's associated security deposits on the platform when infringement occurs. Every state transition of the contract, execution log, and associated oracle event proof will be added irrevocably to the distributed ledger of the evidence storage subchain as a new derivative evidence record, using time sequence and value code as composite indexes, thus forming a clear, time-ordered, logically consistent, and absolutely tamper-proof "intellectual property life sign log".

[0029] The fourth step in the implementation process is the construction and feedback of a dynamic value assessment model based on verifiable computation. The core problem hindering intellectual property (IP) pledge financing lies in the difficulty, high cost, and delayed assessment results. In this stage, the system uses intelligent assessment contracts deployed on the blockchain to extract real-time, native, credible behavioral data accumulated on-chain (such as historical transaction frequency, licensing fee turnover, and rights protection success rate), and combines this with off-chain macro market reference data fed by the oracle network (such as sub-sector prosperity indices and average valuations of comparable technologies). A weighted scoring card model or deep learning inference model is used for open and transparent numerical calculations. To accurately depict the value evolution of IP assets over time, the system defines a real-time dynamic value function for IP. in, As the initial value weight of the asset, To anchor the initial time for confirming rights, This represents the statutory depreciation or technology iteration decay rate for that specific technology or content area; the latter part of the formula represents the dynamic premium model, where... For the first Conversion weighting of trusted behavioral data (such as number of authorizations, search popularity), The activity intensity function occurring at time 1. This is a time-discount factor for historical activities on current value. This mathematical calculus model perfectly quantifies and coordinates the natural depreciation of assets with market-driven value appreciation. To ensure the objectivity of the evaluation logic while protecting core business secrets (such as specific customer lists and precise transaction floor prices), the system comprehensively introduces a zero-knowledge proof model based on zk-SNARKs (such as the Groth16 protocol) with off-chain execution and on-chain verification. Evaluation nodes complete massive data deduction and generate proofs in a trusted off-chain execution environment. On-chain smart contracts only require minimal gas fees to verify that the calculation indeed follows the established public algorithm and that the input has not been tampered with. Finally, the system outputs an uncopyable "Value Assessment Report NFT" with a built-in cryptographic anti-counterfeiting watermark. This NFT, as a dynamic derivative asset, can directly drive subsequent high-end businesses such as supply chain finance pledging and copyright asset securitization. Furthermore, the evaluation model introduces a highly innovative value volatility operator. This is used to reverse-correct management strategies. It compares consecutive... Value index for each assessment period The dynamic variance is calculated to measure the volatility of asset market performance. If the system detects that an asset value is in a period of explosive, rapid growth or facing extremely high exposure (manifested as volatility), then... ,in (Assuming a risk warning threshold), the preset logic of the revenue distribution contract will be triggered, automatically retaining and increasing the proportion of public reserve funds in the licensed revenue, and automatically depositing it into a special multi-signature smart contract pool to adequately cope with the high probability of future intellectual property infringement litigation, legal consultation, and evidence collection expenses. This dynamic adjustment mechanism, which directly integrates financial risk control mathematical feedback into the core of asset management, makes the intellectual property rights within the system no longer cold, static ownership records, but "intelligent financial entities" that can automatically evolve and self-protect according to market risk indicators.

[0030] The fifth step in the implementation process is to break down information silos through cross-chain interoperability and collaborative global governance. In the Web3.0 and industrial blockchain ecosystem where multiple chains coexist, to prevent assets from being trapped within a single consortium chain, the platform defines a standardized cross-chain asset mapping protocol based on value codes. For example, when a core patent technology on a domestic consortium chain needs to have its specific usage rights tokenized and sold overseas on the globally circulating Ethereum public chain, the rights holder initiates a cross-chain transfer request through the system. First, the platform's cross-chain relay contract will freeze the state of some underlying rights associated with the value code on the source chain (settlement sub-chain) with a time lock; then, after verification by a cryptographically secure distributed relay node, the pre-deployed mirror encapsulation contract is activated on the target public chain, forging a digital certificate (such as an NFT conforming to the ERC-721 standard) anchored to the source chain asset and representing equivalent legal rights. All purchase and transfer events on the target chain will trigger a state change and be securely transmitted back to the source chain via the relay bridge with proof. After verifying the finality of the cross-chain transaction, the receiving contract on the source chain automatically unlocks the corresponding state and executes automated cross-chain revenue distribution. This significantly expands the liquidity of intellectual property in the global digital economy while adhering to compliant control of underlying core assets and preventing the loss of ownership. Furthermore, for regulatory agencies, judicial appraisal centers, or lightweight mobile applications, the system provides a trustless verification scheme based on state roots. Third parties do not need to synchronize full node ledgers that can easily reach tens of terabytes in size. This lightweight verification utilizes efficient Merkle tree path proof technology; the verifier only needs to obtain the hash value of the target transaction to be verified. The Merkel association path set provided by the system And the source chain block header state root anchored on a regulatory read-only chain or public chain. Its time verification complexity satisfy: in This represents the total number of transactions packaged within the block. This highly efficient logarithmic complexity verification mechanism enables any smartphone, IoT edge node, or heterogeneous system to instantly and independently audit the status of massive amounts of valuable code storage at extremely low computing power.

[0031] At a more micro-level of specific deployment and underlying network operation and maintenance mechanisms, the platform employs a rigorous multi-chain collaborative interaction process to ensure the system's robust operation under extremely high concurrency. 1. Asynchronous high-speed evidence storage and cross-chain triggering: When creators or IoT devices submit work fingerprints or key data at high concurrency through the application interface layer, the specially optimized evidence storage sub-chain will prioritize intercepting the response and triggering it within an extremely short time. Within a time window (typically milliseconds), the initial sorting and recording of the original hash and value code are completed. Once the node cluster of the notarization subchain reaches a RAFT fault-tolerant consensus, the immediately generated "pre-notarized trusted receipt" will trigger the platform's cross-chain relay daemon service in the form of an asynchronous event stream. 2. High-security settlement logic locking: The relay service quickly assembles and sends the hash digest and business context of the receipt to the settlement subchain that handles high-value transactions. The nodes of the settlement subchain (usually composed of notary offices, banks, and large platform providers) deploy the corresponding "revenue rights certificate" based on the PBFT consensus, which is highly immune to Byzantine errors. At this time, the smart contract sandbox will strictly check whether the ownership table of the value code involves complex multi-party ownership or exclusive restrictions, and automatically freeze the initial rights allocation state on the settlement subchain, eliminating the "double-spending" or "double-authorization" vulnerabilities caused by concurrent execution. 3. Panoramic regulatory mirror synchronization: After the above core transaction confirmation Within the timeframe (typically set to a 3-5 second delay window to balance network bandwidth and regulatory timeliness), the system's underlying communication layer uses State Channel technology to encrypt and compress the block header information and state root change increments of the evidence storage sub-chain and settlement sub-chain, and then synchronize them to the regulatory read-only chain that is only open to regulatory authorities. Audit nodes deployed by regulatory agencies on this chain use a hard-coded preset risk threshold function. It performs real-time, 24 / 7 scanning and analysis of abnormally high-frequency authorizations, cross-border fund movements, or abnormal ownership changes in massive transactions. in This refers to the frequency of changes in a certain value code per unit of time. This serves as a risk warning baseline. If the calculation result... If this happens, the transaction will be marked in red and automatically trigger a regulatory warning and blocking notification from the government network. At a deeper level, to completely eliminate the potential collusion and fraudulent motives between evidence storage nodes and cross-chain verification and notarization nodes from a game theory perspective, the system introduces a steady-state consensus incentive verification mechanism based on the Nash Equilibrium algorithm at the bottom layer of the consensus layer. The system rigorously defines the nodes participating in network accounting and verification. Global game utility function for: In the above multidimensional utility function, Representative node The evidence preservation strategy chosen in the current round (i.e., choosing honest packaging or choosing to collude to commit evil); The basic block rewards and transaction fee revenues are distributed by the system based on node performance and the overall network status. The core constraint lies in the hardware computing power and bandwidth costs required for node operation; It represents the deviation measure penalty function between the state submitted by a node and its objective truth. Once other honest nodes or challengers submit fraud proof confirming that a node has forged evidence, this deviation measure is penalized. The value will surge exponentially; coupled with the extremely high penalty leverage confiscation coefficient set in the system. (Forced to meet parameters in design) This means that the economic losses from wrongdoing far outweigh the total potential gains. The system finds its solution through mathematical optimization using the gradient of partial derivatives. Theoretically, it has been rigorously proven that under economic constraints with extremely strong penalty factors, the only evolutionarily stable strategy (ESS) for the rational, self-interested node group in the system is for all members to maintain absolute honesty. This ingenious algorithm design, at the level of pure mathematical principles, rigidly guarantees the unshakeable absolute credibility of the evidence data flowing through the lower layers in the hierarchical heterogeneous architecture.

[0032] In terms of comprehensive security design, the platform has built an impenetrable defense-in-depth system from multiple dimensions, including hardware, cryptography, network, and data privacy. Absolute control of private keys is entrusted to users and participating nodes for safekeeping. The platform strongly recommends and supports integration with Hardware Security Modules (HSMs) and Trusted Execution Environments (TEEs, such as Intel SGX) to isolate the signature logic for execution within a secure hardware enclave. All deployed core smart contracts not only undergo static code scanning but also rigorous review by top security auditing firms, employing formal verification techniques to mathematically and logically identify critical security vulnerabilities such as reentrancy attacks, arithmetic overflows, and permission vulnerabilities. Contract upgrades abandon the traditional centralized administrator privilege model; instead, a multi-signature proposal must be initiated through a decentralized autonomous organization (DAO) and widely voted on by the community before seamless upgrade execution. At the network transmission level, each consortium blockchain employs strict permissioned access control based on a PKI system. A built-in Certificate Authority (CA) dynamically issues and rotates digital certificates for each legitimate member node, ensuring that data communication between nodes is conducted through a mandatory TLS 1.3 secure encrypted channel with forward confidentiality, resisting man-in-the-middle attacks. Regarding data privacy, for core business attributes involving intellectual property and trade secrets, and sensitive input data from the aforementioned evaluation model, the platform not only supports encrypted storage using a combination of symmetric and asymmetric encryption schemes based on specific authorization policies from the outset of the evidence storage transaction; furthermore, as mentioned earlier, the system deeply supports the native integration of zero-knowledge proof computation circuits (such as efficient non-interactive protocols like Groth16) into the verification chain. This grants the rights holder a remarkable power of proof: allowing the prover (rights holder) to conclusively prove to the verifier (such as a court or investor) that they indeed possess legal evidence that meets certain stringent conditions, or that they have indeed passed a certain compliance approval. However, throughout the entire mathematical proof process, there is no need to expose any specific business secrets, precise transaction prices, or sensitive authorization details in the original evidence to the outside world, perfectly combining privacy protection with trust transfer.

[0033] In terms of scalability and ultimate performance optimization for handling massive concurrent business operations in the future, the layered multi-chain heterogeneous architecture itself is the core top-level design for solving the "blockchain trilemma." Through scientific business domain sharding, the massive and high-frequency data storage workload and the relatively low-frequency but extremely security- and value-bearing financial asset settlement workload are physically and logically isolated and distributed across sub-chains with different network characteristics to run independently. This fundamentally avoids the severe congestion and performance bottlenecks that inevitably result from a single massive blockchain carrying all business operations. Although the regulatory read-only chain, which acts as a trust hub, is extremely critical, its architecture is stripped of the burden of heavy consensus voting and transaction execution. Its main function is simplified to handling data synchronization queries and authoritative anchoring of the state tree. Therefore, even when facing massive external audit query requests, this chain can still maintain extremely high millisecond-level response speed and stability. Furthermore, for in-depth performance analysis within the evidence storage subchain handling core business processes, the platform employs a key-value pair state database (such as an optimized LevelDB or RocksDB) with superior read / write performance on the underlying storage engine, and specifically optimizes the block generation interval and block capacity parameter limit of the consensus algorithm. Simultaneously, the platform innovatively introduces the widely acclaimed State Channels scaling technology. For example, when facing situations such as micro-supply chain flows or the tens of thousands of high-frequency micro-infringement scan log state updates per second generated on large digital content platforms, the system allows participating parties to first conduct near-zero-latency high-frequency confirmation and state overwriting through a multi-signature mechanism within off-chain high-speed channels. Only when the channel's lifecycle ends or the set liquidation threshold is triggered will the system finally submit the final state digest (compressed from thousands of changes) and Merkel proof to the main chain as a single settlement transaction containing multi-signatures for permanent settlement. This innovative paradigm of "high-speed, high-frequency off-chain processing and low-frequency, secure on-chain settlement" significantly increases the platform's overall concurrent throughput (TPS) without compromising security. The accompanying platform software development kit (SDK) has also undergone a comprehensive overhaul to support underlying coroutine asynchronous concurrency, deeply supporting asynchronous commit call modes and large-scale batch transaction merging processing under high concurrency. This helps application developers accessing the upper layers to easily build an extremely smooth, lag-free end-user experience with minimal learning curve.

[0034] In summary, the specific implementation of this invention systematically and creatively integrates a digital identity system (value code) with high-dimensional information condensation characteristics, a high-performance and highly secure layered heterogeneous multi-blockchain network, a multi-layered smart contract engine group covering lifecycle management, and a cross-chain interoperability protocol stack that breaks down ecosystem silos. This constructs a next-generation intellectual property intelligent management infrastructure platform with a complete logical closed loop, a robust underlying architecture, and ease of large-scale commercial application. Starting from the origin of its architectural design, this platform fully understands and systematically considers the subversion and compensation of many inherent shortcomings of existing traditional centralized management models and early blockchain evidence storage technologies. It aims to provide a rock-solid and highly reliable digital foundation for the confirmation, registration, legal transfer, infringement protection, and scientific and fair assessment of intellectual property rights across society. Through the implementation of the aforementioned extremely detailed, rigorous, and progressive technical steps and mechanisms, the platform can be successfully and efficiently deployed and operated stably. This will enable it to play a decisive and crucial supporting role in many high-potential fields, including digital cultural and creative copyright protection, transformation of cutting-edge technology patent achievements, international trademark licensing and authorization transactions, supply chain finance pledge innovation, and e-government collaboration. Ultimately, this will realize the smooth flow and highly efficient commercial monetization of the valuable intellectual property data and intellectual achievements of the whole society in an absolutely secure, highly trustworthy, and low-friction environment.

[0035] The above description is only a preferred embodiment of the present invention. It should be noted that for those skilled in the art, several improvements and modifications can be made without departing from the principle of the present invention, and these improvements and modifications should also be considered within the scope of protection of the present invention.

Claims

1. A value code-based intelligent management method for intellectual property rights, comprising the following steps: Step 1. Value Code Generation and Asset Anchoring. In response to the creation or submission of intellectual property objects, extract their characteristic information to generate a digital fingerprint. Combine this fingerprint with the creator's identity information and timestamp, and generate a globally unique "value code" using an encryption algorithm; the value code ( The generation logic of asset fingerprints follows a multi-dimensional feature mapping function. Creator characteristics With time entropy Mapping to higher-dimensional space: To ensure that the value code has the ability to evolve dynamically, the system defines the initial value weight of the asset. : in, The industry sensitivity coefficient is preset for the system. This is a reputation score calculated based on historical evidence records. The value code has a built-in log-normal weight operator. Used to measure the authenticity density of intellectual property evidence data: in, For the spatiotemporal correlation of data object storage, This represents the average trust level of evidence-based assets in this field. This is a discrete parameter for reliability. Furthermore, its trust energy index... satisfy: in, It is the standard log-normal cumulative distribution function. Multidimensional verification factors (such as signature weight and time anchor density) represent data nodes. The value code, along with the metadata and initial ownership of the intellectual property, is written into the underlying blockchain (data anchoring chain) to complete the native registration and anchoring of the digital asset. Step 2. Deployment of a multi-layered smart contract system. Deploy a set of related, interoperable smart contracts for the anchored intellectual property assets, including ownership management contracts, licensing agreement contracts, rights enforcement contracts, and revenue distribution contracts; all contract logic is linked using a value code as an index. The revenue distribution contract adopts a proportional profit-sharing algorithm; for a single licensed revenue, each co-owner... Net income obtained The calculation is as follows: in, For on-chain transaction costs, For platform service fees, The equity share held by the co-owners This is an adjustment deduction factor for authorization in specific regions or channels. This formula ensures the automation and accuracy of revenue calculation in scenarios involving multiple parties. Step 3. Full Lifecycle Event-Driven and Trusted Evidence Storage. By integrating an oracle network, key legal events related to intellectual property that occur offline are transformed into verifiable on-chain events. These events act as triggers, driving the corresponding smart contracts in Step 2 to automatically execute state changes. The execution results, along with the event proofs, are appended to the blockchain as new evidence storage records, indexed by value codes, forming an immutable management log. Step 4. Dynamic Value Assessment Model Construction and Feedback. Construct a verifiable assessment smart contract model based on multi-source data. The model's input data includes off-chain market reference data obtained through oracles and trusted behavior data based on value codes obtained from the system's blockchain. The model executes transparent computational logic to output a dynamic value index or assessment report for the intellectual property. This computational logic utilizes the Milgrom information value assessment engine to calculate the provenance evidence set. The resulting gain in factual certainty : Then define the source tracing efficiency function for: in, It is an incentive transformation operator. To determine the loss based on the expectation of asset authenticity before tracing its origin, To obtain a set of traceability value codes The subsequent posterior assessment determines the loss. This equation transforms the abstract concept of "traceability" into a measurable "risk aversion value." The assessment result can be referenced by relevant contracts as a new on-chain event to adjust yields or calculate staking amounts. Step 5. Cross-chain interoperability and collaborative governance. Define a cross-chain asset mapping protocol based on value codes; when intellectual property assets need to be displayed, traded, or authorized between different blockchain networks, a mapping asset or certificate corresponding to the value code is created on the target chain through a relay chain or hash time locking technology, and the core ownership and key state changes are securely synchronized between the original chain and the target chain.

2. The intellectual property intelligent management method based on value codes according to claim 1, characterized in that: In step 1, the value code is generated using a layered deterministic algorithm, whose seed root is a composite digest of the genesis block hash and the creator's identity public key, ensuring uniqueness and non-forgeability; the underlying blockchain adopts a heterogeneous consortium blockchain architecture, divided into a notarization sub-chain, a settlement sub-chain, and a regulatory sub-chain, and synchronizes data through an internal cross-chain protocol.

3. The intellectual property intelligent management method based on value codes according to claim 1, characterized in that: In step 2, the smart contract system adopts a modular design; the ownership management contract implements a multi-signature-based change mechanism, and any change of ownership requires the signatures of co-owners who have reached a preset threshold share. The licensing agreement contract supports templated and custom terms, and integrates an on-chain payment channel to achieve instant settlement of small, high-frequency licensing fees; the rights protection execution contract is connected to a decentralized infringement monitoring oracle, which can automatically trigger the claim process or freeze the infringer's assets when potential infringement is detected and the evidence is verified by multiple parties.

4. The intellectual property intelligent management method based on value codes according to claim 1, characterized in that: In step 4, the dynamic value assessment model is deployed on the blockchain in the form of verifiable computation; its computation process can generate proof through zero-knowledge proof, ensuring the privacy of input data while publicly verifying the correctness of the computation logic; the assessment result is issued in the form of a "value report NFT", which is traceable and transferable, serving as an authoritative and credible certificate.

5. The intellectual property intelligent management method based on value codes according to claim 1, characterized in that: In step 5, the cross-chain interoperability adopts a hybrid mode combining relay chain and hash time locking; for lightweight ownership status query and verification, Merkel proof is forwarded through relay chain to achieve fast response; for heavy operations involving asset transfer, an improved hash time locking protocol is adopted, and a guardian network is introduced as an arbitrator in case of failure to ensure the atomicity and security of cross-chain transactions.

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