5 results about "Systems approaches" patented technology

This invention provides a contract review assistance system, method, and storage medium. By constructing a four-layer architecture of "main agent - sub-agent - toolset - data resource layer," intelligent processing of contract review and related business scenarios is achieved. This architecture not only improves the flexibility and collaborative efficiency of task processing but also reduces reliance on manual intervention and error rates. Thus, it achieves an efficient, accurate, and structured review process through intelligent means, thereby improving the processing efficiency of contract review and related business scenarios. This solves the technical problem that existing contract review methods cannot fully meet the core review needs of the contract marketing and risk control domains, leading to low contract review efficiency.

The invention relates to the technical field of e-commerce, and discloses a multi-agent-driven e-commerce dispute judgment method and system, and the method comprises the steps: obtaining the multi-modal evidence of a dispute case to be judged, and initializing a review group and a corresponding social network; the reviewer agent performs structured reasoning on the dispute case through the individual judgment thinking chain to generate an individual judgment result and reason; simulating multiple rounds of discussion of the review group, wherein each reviewer agent in each round adjusts the self-decision according to the decision reason of the previous round of neighbor in the social network and the global review abstract; when the proportion of the reviewer agents supporting a certain judgment result reaches a consensus threshold value or reaches the maximum discussion round number, discussion is stopped, a final winner is determined, and the last round of global review abstract serves as a judgment reason to be output. For e-commerce dispute demands, the decision response period can be greatly shortened on the premise of ensuring decision quality, and high unification of decision efficiency and precision is ensured.

The present application relates to the technical field of optimization scheduling, and more particularly to an optimization scheduling method and system considering global-local balance responsibility risk, the method steps comprising: analyzing the unbalance mechanism of micro-scheduling balance area; quantifying the unbalanced operation risk considering grid scheduling-actual output; establishing a risk coordination control model considering global balance responsibility and an economic scheduling model; and proposing an optimization scheduling model considering global-local balance responsibility risk. The present application solves the problem that the existing risk quantification evaluation only considers a single dimension, and lacks unified modeling and scheduling decision-making from the perspective of global-local balance responsibility of the system. The present application achieves the purpose of encouraging the subject to actively assume the system imbalance and obtaining the optimal risk and benefit level.

The invention discloses a dialogue planning method and system based on successful perception selection action. The method comprises the following steps: step 1, continuously obtaining a dialogue state; step 2, strategy network prediction: obtaining action prior distribution and expected accumulated rewards based on a pre-trained agent; 3, performing Monte Carlo tree search simulation; 4, recording a success signal, and correcting a Monte Carlo tree search decision; 5, calculating a successful perception score, and adjusting the weight coefficients of the successful perception score and the number of visited times along with the extension of the dialogue time; and step 6, strategy network updating is carried out by minimizing the strategy loss function. A success perception factor is introduced in an action selection process, and a system tends to select a high-value action in planning through modeling and amplification of a success signal, so that the success rate of a dialogue task is improved.

The application relates to the technical field of electronic commerce and discloses a multi-agent driven e-commerce dispute adjudication method and system, which comprises the following steps: obtaining multi-modal evidence of a dispute case to be adjudicated, and initializing a review panel and a corresponding social network; individual adjudication thinking chains of the review panel members are used to perform structured reasoning on the dispute case, so that individual adjudication results and reasons are generated; multi-round discussions of the review panel are simulated, in each round, each review panel member adjusts his / her own adjudication according to the adjudication reasons of the neighbors in the last round and the global review summary in the social network; when the proportion of the review panel members supporting a certain adjudication result reaches a consensus threshold or the maximum number of discussion rounds is reached, the discussion is terminated, the final winning side is determined, and the global review summary in the last round is output as the adjudication reason; the application can greatly shorten the adjudication response cycle while ensuring the decision quality, and can ensure the high unification of the adjudication efficiency and precision.