WiMi Hologram Cloud Develops AI Information Management Platform Based on Data Mining Algorithm
WiMi Hologram Cloud Inc. (NASDAQ: WIMI) announced the launch of a new AI information management platform aimed at enhancing big data mining capabilities. The platform utilizes AI, machine learning, and deep learning to extract valuable information from extensive data sources. It allows dynamic adjustment of computational resources, optimizing efficiency based on analysis needs. Key features include problem analysis, data extraction and validation, model creation, and ongoing maintenance. This innovative solution positions WiMi favorably in the growing demand for data mining across various industries.
- Launch of a new AI information management platform enhances big data mining capabilities.
- Dynamic adjustment of computational resources improves efficiency.
- Utilizes advanced technologies such as AI, machine learning, and deep learning.
- None.
BEIJING, March 28, 2023 /PRNewswire/ -- WiMi Hologram Cloud Inc. (NASDAQ: WIMI) ("WiMi" or the "Company"), a leading global Hologram Augmented Reality ("AR") Technology provider, today announced that to address the limitations of existing tools and products in big data mining, a new artificial intelligence information management platform based on data mining algorithm is developed. It is user-friendly and supports efficient computation and fast integration in a distributed environment during data mining tasks.
WiMi's AI information management platform uses artificial intelligence, machine learning, and deep learning techniques to extract hidden, previously unknown, and potentially valuable information from massive amounts of data. Its main goal is to extract supersets of information from many data sources and fuse them to reveal their deep structure and internal connections. Building information on top of a distributed heterogeneous environment can significantly reduce the complexity that different physical environments bring to the task of constructing data analysis and make full use of the power of distributed computing to enhance the efficiency of data analysis. In addition, the platform's computing resources are dynamically increased or decreased, allowing it to adjust physical computing resources online according to the number of specific analysis tasks. Also, the friendly user interface provides excellent convenience for building different big data mining applications based on the platform.
The platform uses genetic algorithms, coarse sets, decision trees, and neural networks to divide the general steps of data mining into: analyzing the problem; extracting, cleaning, and validating the data; creating and debugging the model; and maintaining the data mining model.
Problem analysis can determine whether the source database meets the data mining criteria. Extraction, cleaning, and validation of the data to remove noise from the data and obtain complete and uniform data. Apply the selected data mining algorithm to the data to create a model, and use the data to verify and adjust the model. Then the platform can obtain a data model that meets the usage requirements. As the amount of data increases, some fundamental information changes may seriously affect the model's accuracy. The model needs to be adjusted and maintained, and the accuracy of the severe model and model maintenance is an essential part of data mining. Model maintenance can keep the vitality of the model and continuously improve the model.
The advent of the big data era has led to an explosion of data accumulated in various industries. The demand for data mining will become stronger and stronger, and the combination with various professional fields will be more and more extensive. Whether in science or engineering, theoretical research, or real life, WiMi's data mining algorithm-based artificial intelligence information management platform will have a vast development prospect.
About WIMI Hologram Cloud
WIMI Hologram Cloud, Inc. (NASDAQ:WIMI) is a holographic cloud comprehensive technical solution provider that focuses on professional areas including holographic AR automotive HUD software, 3D holographic pulse LiDAR, head-mounted light field holographic equipment, holographic semiconductor, holographic cloud software, holographic car navigation and others. Its services and holographic AR technologies include holographic AR automotive application, 3D holographic pulse LiDAR technology, holographic vision semiconductor technology, holographic software development, holographic AR advertising technology, holographic AR entertainment technology, holographic ARSDK payment, interactive holographic communication and other holographic AR technologies.
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SOURCE WiMi Hologram Cloud Inc.
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