Research Article
Visual Analysis of Computer Hot Technology Based on CSDN
@INPROCEEDINGS{10.4108/eai.2-6-2023.2334604, author={Roukai Huang and Shuyan Yu}, title={Visual Analysis of Computer Hot Technology Based on CSDN}, proceedings={Proceedings of the 2nd International Conference on Information Economy, Data Modeling and Cloud Computing, ICIDC 2023, June 2--4, 2023, Nanchang, China}, publisher={EAI}, proceedings_a={ICIDC}, year={2023}, month={8}, keywords={hot technology; visual analysis; machine learning; csdn}, doi={10.4108/eai.2-6-2023.2334604} }- Roukai Huang
Shuyan Yu
Year: 2023
Visual Analysis of Computer Hot Technology Based on CSDN
ICIDC
EAI
DOI: 10.4108/eai.2-6-2023.2334604
Abstract
With the progress of information technology, there are more and more data on the Internet. How to make good use of these massive data and dig out useful values has become a topic that many researchers are studying. In this paper, massive data of CSDN Q&A are collected, and Python's powerful third-party libraries are used to visually analyze hot technologies, their development trends and technical categories. Scikit-Learn library is used for machine learning, and random forest regression algorithm is used to train hot technology prediction modules, optimize parameters and make predictions. Based on the research above, this paper finds that the computer technology will be further common, and the skills that programmers need will also increase.