Intelligent official document circulation technology based on user portrait

The invention discloses an official document circulation method based on a user portrait. The method comprises a user portrait module and an official document recommendation module. The user portraitmodule is mainly responsible for user feature extraction based on user historical behaviors; and the...

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Hauptverfasser: DU SHENGXIAN, DAI JING, YU JINGSONG, WU YAO, TANG DIYIN, LIU HAO
Format: Patent
Sprache:chi ; eng
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Zusammenfassung:The invention discloses an official document circulation method based on a user portrait. The method comprises a user portrait module and an official document recommendation module. The user portraitmodule is mainly responsible for user feature extraction based on user historical behaviors; and the official document recommendation module recommends proper office staff for the to-be-processed official document based on the user portrait. The current mainstream doc2vec, TF-IDF and other natural language processing algorithms are adopted, the document is converted into a vector form to perform feature description on the official document, and the features of the official document can be fully mined. Based on Python development, the algorithm is built in the OA of the B/S architecture, high practicability is achieved, and the official document circulation efficiency can be improved to a large extent. 本发明公开一种基于用户画像的公文流转方法,所述方法包括用户画像和公文推荐两个模块:用户画像模块主要负责基于用户历史行为的用户特征提取;公文推荐模块基于用户画像为待处理的公文推荐合适的办公人员。本发明采用当下主流的doc2vec、