Translation method, system and device of power communication service data and storage medium
By translating power communication service data through a bidirectional LSTM network, the problem that character-level matching methods cannot accurately match descriptive statements specific to the power communication network domain is solved. This improves the accuracy and reliability of data matching, reduces labor costs, and supports intelligent data cleaning and verification.
CN114881050BActive Publication Date: 2026-07-03CHINA ELECTRIC POWER RESEARCH INSTITUTE CO LTD
Patent Information
- Authority / Receiving Office
- CN · China
- Patent Type
- Patents(China)
- Current Assignee / Owner
- CHINA ELECTRIC POWER RESEARCH INSTITUTE CO LTD
- Filing Date
- 2022-05-06
- Publication Date
- 2026-07-03
Smart Images
Figure CN114881050B_ABST
Abstract
The application discloses a kind of electric power communication service data translation method, system, device and storage medium, method includes steps: obtaining electric power communication service data, obtaining service routing data from the electric power communication service data;The service routing data is converted into structured linked list data;The structured linked list data is input to pre-trained bidirectional LSTM network and carries out machine translation, and the bidirectional LSTM network output restores link sequence.The application does not need to rely on character level matching large-scale data set, and fully utilizes data context semantic information, solves the problem that site meaning is not clear due to data multi-sourcing, improves the accuracy and reliability of data matching, reduces the labor cost of carrying out data cleaning work.
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