AI hotspot content intelligent editing system
A hot content, intelligent technology, applied in the computer field, can solve the problems of lack, inability to innovate digital intelligent services, and inability to become an opportunity for enterprise digital marketing
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Embodiment 1
[0018] The embodiment of this application provides the crawler channel recommendation model module of the AI hot content intelligent editing platform. Based on the crawler technology, the download volume of the content platform and the exposure volume of major news media are used as the standard to select and acquire crawler channels. Please refer to figure 1 , the crawler channel recommendation model is implemented based on two parts: hotspot insight and data acquisition.
[0019] The first step is hotspot insight. Based on the index crawler technology, it can quickly and accurately obtain hotspot indexes from various channels. Through changes in the objective index of "network communication popularity index", it quickly presents the ranking of hotspot events and the status of each event in a short period of time. temperature changes. Using this function, self-media practitioners and corporate marketing departments can quickly discover and track hot spots, thereby greatly ...
Embodiment 2
[0023] The embodiment of this application provides a multi-modal data dimension analysis model module of the AI hot content intelligent editing platform, based on the semantic analysis algorithm, through the upper-level word frequency statistics, retrieval, word segmentation, deep features, and machine learning methods to perform hot article fragments Multimodal data calculation, please refer to figure 2 , the multimodal data dimension acquisition model is realized based on two parts: intelligent segmentation and labeling system.
[0024]The first step is intelligent segmentation. Based on the latest deep learning technology and neural network, the platform has the ability to read, extract potential features of massive text data, and help users automatically process massive text data. "Frequency Words" provides an in-depth understanding of relevant information in an all-round way, improves word processing efficiency and text mining depth, uses optimized feature extraction, ...
Embodiment 3
[0028] The embodiment of this application provides the real-time hot article intelligent editing module of the AI hot content intelligent editing platform, based on AI intelligent innovative operation, one-key operation and quick output, which greatly improves the creation efficiency and makes content creation easier, efficient and high-quality. Please refer to image 3 , the intelligent editing model of real-time hot articles is realized based on three parts: topic model, popularity feedback and intelligent generation.
[0029] The first step is the topic model, which is based on the document semantic model to search for articles on related topics, completes the expected acquisition of the article construction layer, and screens alternative materials for article generation. The primary semantic model searches for related articles, improves hotspot / brand particle associations, and increases attribute value. Initially, content distributors manually select associated hotspots ...
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