Advertisement classification method and device based on webpage characteristic
A technology of web page features and classification methods, applied in special data processing applications, instruments, electrical digital data processing, etc., can solve the problems of small number of related keywords, insufficient training data, insufficient feature description, etc., to improve efficiency and accuracy rate, accurate classification results, and the effect of avoiding repetitive labor
- Application Information
AI Technical Summary
Problems solved by technology
 figure 1 It is a flow chart of an advertisement classification method based on web page features according to Embodiment 1 of the present invention, combined below figure 1 Each step of the method will be described in detail.
Step S110, extracting web page feature information from web page sample information, and extracting advertisement feature information from advertisement sample information.
 In this embodiment, the sample is a web page or an advertisement, and the feature is a description of the sample. A sample can be expressed as (x, y), where x is a feature vector, also called feature information. In addition, y is the category label of the sample. Usually, the advertisement sample information does not carry annotation information, and the webpage sample information carries annotation information. Annotation information is usually made based on webpage content or related query words, and refers to a judgment made manually or automatically on ...
 Figure 4 is a structural diagram of an advertisement classification device based on web page category features according to the second embodiment of the present invention, combined below figure 2 Explain in detail the components of the system.
 The advertisement classification device in this embodiment can be any electronic device with computing and storage functions connected to the network of each website server, and can also be a computer device integrating website servers.
 The device includes the following units:
 The extracting unit is configured to extract web page feature information from web page sample information, and extract advertisement feature information from advertisement sample information.
 The mapping unit is connected to the extraction unit, and is used to map the web page feature information and advertisement feature information extracted by the extraction unit to a common feature space by using a transfer learni...
- R&D Engineer
- R&D Manager
- IP Professional
- Industry Leading Data Capabilities
- Powerful AI technology
- Patent DNA Extraction