Page view prediction method, apparatus and device, and computer readable storage medium

The embodiment of the invention relates to the technical field of artificial intelligence, and discloses a page view prediction method, which comprises the following steps of: obtaining people number sequence data and external feature data of each region within a preset duration before a current tim...

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Bibliographische Detailangaben
Hauptverfasser: YU XIANGBING, QIAO BAILIN, WANG XUAN, ZHANG HAOHENG, ZHOU YUHAN, CHEN JIANFEI, SUN ZHANFENG, WANG TIAN, WENG LEYI, ZHANG RUIQI
Format: Patent
Sprache:chi ; eng
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Zusammenfassung:The embodiment of the invention relates to the technical field of artificial intelligence, and discloses a page view prediction method, which comprises the following steps of: obtaining people number sequence data and external feature data of each region within a preset duration before a current time period; the external feature data comprises page view data and time features of each region, the distance between each region and the target region, and the population number of each region; inputting the number of people sequence data of each region and the external feature data into a page view prediction model to obtain a predicted page view of the target region in the current time period; and inputting the predicted page view into an anomaly detection model to obtain a page view anomaly analysis result of the target region in the current time period. According to the embodiment of the invention, accurate prediction and abnormal alarm of the page view are realized. 本发明实施例涉及人工智能技术领域,公开了一种访问量预测方法,该方法包括:获取当前时间段之前