These data may be collected by AI technology developers themselves, purchased from third-party databases, or obtained through web crawler technology to meet the requirements for the minimum amount of data. In the data collection process, it is necessary to first collect a large number of basic information related to the subject, such as image, video or audio data of personal information such as name, gender, ID number, address, personal biometric information, phone number, etc., thus forming a comprehensive tracking of the subject object. To facilitate discussion, we will classify the processing, transmission, provision, disclosure and deletion of data as the use of data. In the process of realizing AI technology, the use of data can be divided into three stages, namely data collection, data storage and data use. The application of AI technology relies on huge high-quality data, so both the “quality” and the “quantity” of the data are of great significance to the realization of AI technology.ħ.1.2 Characteristics of Data in the Realization of AI Technology The industry generally believes that data plays a vital role for AI at the present stage. Of course, these data can also be used to test the performance and evaluate the advantages and disadvantages of AI technology, because the development of high-performance AI technology depends on the amount of quality data related to the research subject. Therefore, the realization of AI technology requires humans to provide a large amount of data support, and in the process of AI technology induction, it is necessary to continuously provide data to correct and improve AI technology. However, the data provided manually in the early stage may not be complete, and AI technology also needs to continuously adjust and improve the technology based on the ever-increasing data to optimize the performance of the entire technology. One of the major advantages of AI technology is that it can process a large amount of data at high speed since the application of AI technology at the present stage is mainly to induce patterns and rules from artificially provided data through computers independently, that is, AI technology itself constructs rules and models from the provided data. Click the topic to read previous chapters:Ĭhapter II AI Industry Policies, All-Round Protection of Intellectual Property Rights and Patent Spplication Trends in Major Countries & RegionsĬhapter III (part 1) Patent Protection of AI in China and Other Major JurisdictionsĬhapter III (part 2) Patent Protection of AI in China and Other Major Jurisdictionsħ.1.1 Significance of Data in the Realization of AI Technology
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