This book presents the proceedings of the 2020 2nd International Conference on Machine Learning and Big Data Analytics for Io T Security and Privacy (SPIo T-2021), online conference, on 30 October 2021. It provides comprehensive coverage of the latest advances and trends in information technology, science and engineering, addressing a number of broad themes, including novel machine learning and big data analytics methods for Io T security, data mining and statistical modelling for the secure Io T and machine learning-based security detecting protocols, which inspire the development of Io T security and privacy technologies. The contributions cover a wide range of topics: analytics and machine learning applications to Io T security; data-based metrics and risk assessment approaches for Io T; data confidentiality and privacy in Io T; and authentication and access control for data usage in Io T. Outlining promising future research directions, the book is a valuable resource for students, researchers and professionals and provides a useful reference guide for newcomers to the Io T security and privacy field.
Зміст
Analysis of Sentiment Tendency of Tourists’ Comments Based on Text Mining.- Analysis of Smart City Construction Based on 5G Data Technology.- Prediction of Stock Price Based on Artificial Intelligence Algorithm.- Variation Translation Strategy System of Intangible Cultural Heritage Based on Data Mining.- A Computer-aided Comparative Study on Grammatical Cohesion in Abstracts of Sci-tech Journal Papers by Chinese and American Scholars.- Computer Graphics and Image Software in Advertising Design.- Design and Research of Production Information Management System for Project Based Mechanical Manufacturing Enterprises.- Impact of Computer Network Technology on Regional Economic Development.- Chaos Algorithm of Electrical Control System Based on Neural Network Technology.- Pulse Signal Acquisition System Based on Match Pursuit Algorithm.- Data Analysis of Power System Engineering Construction Based on PPSO Algorithm.- Reactive Optimization of Power System Based on K-means Algorithm.- Design and Structure Analysis of Manipulator based on Acceleration Sensor.- Discussion on Decision Tree Algorithm in University Teaching Management System.
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