4 results about "Project manager" patented technology

This application relates to the technical field of environmental impact assessment (EIA) project management, and in particular to a project management method, system, and storage medium for the EIA industry. The method includes: obtaining project orders and generating corresponding project tasks to be assigned based on the project orders; assigning the project tasks to the corresponding project managers; obtaining contract signing information and generating several project sub-items based on the project tasks corresponding to the contract signing information; generating a project topology diagram based on the project sub-items, the project topology diagram including topology points generated from the work results of the project sub-items, and several topology points satisfying preset correlation influence conditions being connected by topology lines; dynamically updating the project topology diagram at preset time intervals based on the work results of the project sub-items, and obtaining the corresponding topology results; and generating a project submission draft based on the topology results and the work results of the project sub-items. This application has the effect of improving the efficiency of EIA work.

A method and system for managing personnel profile information based on vector indexing is disclosed. The method first converts project manager profiles into high-dimensional vectors and constructs a vector index, with data consistency, fairness, and qualification compliance as multi-objective constraints. Next, real-time project requirements are converted into query vectors, and the vector index is used to match a set of candidate project managers. Finally, the MOPSO algorithm is used to search for feasible solutions, and non-dominated solutions are filtered using Pareto dominance relations, iteratively optimizing the optimal solution. The output is an interpretable result containing identifiers, matching scores, and constraint satisfaction status and reasons. This invention eliminates cross-system data conflicts through multi-feature comparison and source priority entity disambiguation mechanisms, ensuring the accuracy and timeliness of core information. Furthermore, relying on a multi-objective constraint set, optimization algorithms avoid irrelevant biases, ensuring that qualification review matching conforms to rules and regulatory fairness, thus comprehensively realizing the accuracy, fairness, and standardization of qualification information management.

The application relates to the technical field of artificial intelligence and project management, and discloses a project risk dynamic prediction method and system based on multi-modal fusion deep learning, wherein the project risk dynamic prediction method based on multi-modal fusion deep learning comprises the following steps: collecting multi-modal data of a target project, performing time alignment and quality inspection; performing multi-modal feature extraction and feature processing; performing multi-modal feature fusion; analyzing time sequence evolution rules and long-short term dependence relations; performing risk prediction and trend analysis; and performing risk attribution analysis and relief measure matching on multi-category risk prediction results; the application simultaneously captures short-term fluctuations and long-term trends through a multi-scale time window attention mechanism, thereby providing forward-looking decision support for project managers.