Architecting an enterprise financial management model: leveraging multi-head attention mechanism-transformer for user information transformation.

ABSTRACT: Financial management assumes a pivotal role as a fundamental information system contributing to enterprise development. Nonetheless, prevalent methodologies frequently encounter challenges in proficiently overseeing diverse information streams inherent to financial management. This study introduces an innovative paradigm for enterprise financial management centered on the transformation of user information signals. In its initial phases, the methodology augments the Transformer network and self-attention mechanism to extract features pertaining to both users and financial data, fostering a more cohesive integration of financial and user information. Subsequently, a reinforcement learning-based alignment method is implemented to reconcile disparities between financial and user information,

SUBMITTER: Yu W 

PROVIDER: S-EPMC11636730 | biostudies-literature | 2024

REPOSITORIES: biostudies-literature