Research on Data News Propagation Path Based on the Big Data Algorithm

Abstract

News propagation originates from a person/location, dwelling with an event that grabs significance. News data propagation relies on telecommunication and big data for precise content distribution and mitigation of false news. Considering these factors, the event-dependent data propagation technique (EDPT) was introduced to improve the data precision. These data refer to the news information originating and propagating from digital media. The data analysis considers the external factors for fake information and precise projection medium for preventing multiviewed false circulations. In this technique, the liability of the information is analyzed using a linear pattern support vector classifier. The data modification and propagation changes are classified based on liability information across the circulation time. The SVM classifier identifies these two factors with close liability validation, preventing false data. The data accumulation and analysis rates for the abovementioned classifications are performed in the propagation process using the classifier hyperplane. This plane is updated from the previous propagation point from which the events are identified. The proposed technique’s performance is analyzed using propagation accuracy, precision, false rate, time, and rate.

Layout Optimization and Multi-scenes Intelligent Inspection Scheme Design Based on Substation Video Monitoring

“…(6) The camera reuse shall be considered as a whole for the camera configuration, point distribution and preset position setting. (7) The configuration and distribution of cameras shall comprehensively consider the power supply capacity of UPS in the substation. For important point cameras, such as the gate, the main transformer and other areas, UPS should be used for power supply.…”

“…By means of visible light, infrared thermal imaging, ultraviolet light and other monitoring means, it is carried on inspection carriers such as inspection drones, inspection robots and substation video monitoring systems. The intelligent operation platform of the substation is used for unified management and regulation, assisted by artificial intelligence substation equipment identification algorithm to reduce manual intervention, so as to achieve intelligent inspection of the substation [6][7][8]. After years of development, the technology of substation video monitoring system is relatively mature, with simple system composition, few mechanical components, and higher reliability than mobile intelligent terminals such as inspection unmanned aerial vehicle's.…”

An artificial intelligence based news feature mining system based on the Internet of Things and multi-sensor fusion

“…In addition, the news data processing speed of this system is compared with the news data dissemination system based on big data and IoT news data dissemination system ( Hao, Liu & Wang, 2022 ). The results are shown in Fig.…”

Retracted: Research on Data News Propagation Path Based on the Big Data Algorithm

“…Tis article has been retracted by Hindawi, as publisher, following an investigation undertaken by the publisher [1]. Tis investigation has uncovered evidence of systematic manipulation of the publication and peer-review process.…”