A significant amount of electronic documents have been produced as a result of the quick advancements in computer and network technology as well as the ongoing promotion of e-government, and the amount of material available in digital archives has significantly expanded. It is challenging for traditional archives focused on entity management to fulfil modern demands. It is essential to gradually encourage the creation of digital archives in order to meet the utilization needs of archival information resources in the information age. Many issues that are not favourable to the development and utilization of information resources of digital archives have gradually emerged in the course of the development and utilization of information resources of digital archives. These issues are influenced by a number of factors, including service concept and personnel information literacy. The related attributes of information resources are sorted and processed using the ID3 algorithm in this study. Decision-making attributes of management techniques are identified, and the data mining Apriori algorithm is used to address the issue of increasing the retrieval speed of users of digital archives. When the new software system is finished, archive resources can be developed and used in a complete and practical way, increasing the utilization efficiency of archive information resources by 37.32 percent. As a result, it is possible to fully exploit the information resources of the digital archives, further appreciate their value, and ensure their long-term growth.
In order to use event-related potentials (ERPs) to reveal the neural mechanism of brain evoked potential analysis of consumers' nostalgic implicit preferences, this study selects the major consumers of nostalgic consumption, the post-80s, as samples and adopts a combination of behavioral experiments and brain evoked potential analysis experiments to study the consumers' nostalgic preferences. It holds that nostalgic products are more likely to induce participants' P2 component of brain evoked potential response to resource allocation, that is, nostalgic products are more able to attract consumers' attention unconsciously than the modern products. It is concluded that the N2 amplitude induced by the connection reaction of nostalgic products and negative sentiment vocabulary is significantly higher than that induced by its connection response with positive sentiment vocabulary. In addition, brain N2 component may be an indicator of implicit association test.
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