Data processing method and apparatus, storage medium, and device
By combining TF-IDF and Gumbel distribution with the ARIMA model, the problem of selecting hot words and predicting future popularity trends in existing technologies has been solved, enabling the discovery and prediction of potential hot words and improving the foresight of data processing.
CN113836914BActive Publication Date: 2026-07-17TENCENT TECHNOLOGY (SHENZHEN) CO LTD
Patent Information
- Authority / Receiving Office
- CN · China
- Patent Type
- Patents(China)
- Current Assignee / Owner
- TENCENT TECHNOLOGY (SHENZHEN) CO LTD
- Filing Date
- 2020-06-24
- Publication Date
- 2026-07-17
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Figure CN113836914B_ABST
Abstract
The application discloses a data processing method and device, a storage medium and equipment, and belongs to the technical field of Internet. The method comprises the following steps: obtaining a text corpus; extracting hot words from the text corpus to obtain a first hot word set; the first hot word set comprises j hot words; performing word sampling processing on the first hot word set to obtain a second hot word set; the second hot word set comprises k candidate hot words; the candidate hot words are hot words with a potential rising trend in heat; predicting the heat of the k candidate hot words in the second hot word set; the time range of the heat prediction is a first time period, and the first time period is located after the current date in time sequence. The application can discover candidate hot words and predict the heat trend of the candidate hot words in future time, which not only enriches the data processing mode, but also provides forward-looking suggestions for links such as future product development, operation and design, and the effect is better.
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