The invention provides a professional recommendation post
group system and method based on a
large model and two-way recall, and relates to the technical field of educational
informatization. The post group capability
processing module, the professional capability
processing module, the capability matching module, the employment matching module, the two-way recall and
score merging module and the
report generation module are connected with the calculation
processing unit, and the calculation processing unit interacts with the
large model service interface, the
knowledge graph database and the capability vector
database. According to the method, deep semantic understanding is carried out on the unstructured professional cultivation scheme through the large
language model, the professional ability corresponding to multiple dimensions of course setting, practice links and graduation requirements can be dynamically recognized and quantified, the defects that traditional
manual extraction is low in efficiency, quantification is rough, and updating is lagged are overcome, and the method is suitable for large-scale popularization and application. Therefore, the professional ability portrait can reflect the professional training reality more truly, and a high-
quality data basis is provided for subsequent matching.