3 results about "Dependency structure" patented technology

This invention relates to the field of media censorship and discloses a media content compliance review system and method based on legal rules. One method involves segmenting the media content to be reviewed into nodes at the paragraph and syntactic levels, marking subject, behavior, and contextual elements with uncertain areas of context to form a set of legal elements; performing cross-segment dependency checks and multi-level matching on the legal element set to establish a dependency structure for content compliance behavior; filling in constraints on missing, ambiguous, or logically incomplete legal components in the text based on the dependency structure to generate standardized compliance reference text fragments; performing hierarchical matching and weighted comparison between the text to be reviewed and the standardized compliance reference text fragments to form a compliance score; and generating a tiered compliance review result based on the compliance score and applicable rule conditions. This invention has the advantage of improving the ability to identify compliance at the legal semantic level.

The application provides an anomaly detection data enhancement method for cloud-native micro-service system monitoring. The method can maintain the consistency of the dependency structure between multivariate indexes and anomaly semantics, effectively solve the structure damage and semantic distortion problems caused by existing enhancement methods, and significantly improve the accuracy, robustness and generalization ability of the anomaly detection model.

The present application relates to the technical field of multi-agent collaboration, and particularly relates to a task execution method and system based on multi-agent collaboration, which comprises the following steps: performing semantic analysis and multi-granularity decomposition on user task instructions, generating a subtask dependency structure and storing it in a dynamic task pool; performing collaborative planning and pre-execution on the subtasks to be executed, generating a context snapshot and performing Push writing to a history state stack; retrieving an evidence chain and extracting a set of fact triplets based on a domain knowledge base, performing consistency comparison on a candidate reasoning path based on the structured evidence triplets, and outputting a conflict confidence and a consistency score; triggering a pop stack and physically clearing intermediate data in the error branch when the consistency score is lower than a threshold, restoring the historical context and injecting negative feedback to generate a new reasoning branch and return to continue pre-execution; outputting the result and entering the next subtask when the verification is passed; thereby improving the controllability and auditability of multi-agent collaborative task execution.