Author(s)

Junting Nie ¹

Affiliation(s)

¹ Xinyang Vocational and Technical College, Xinyang, Henan, 464000, China

Corresponding Author

Junting Nie

ABSTRACT

This study mainly focuses on using artificial intelligence and big data analysis technology to improve the quality and efficiency of education. Firstly, we introduced the basic concepts and development history of artificial intelligence and big data analysis, and outlined their current application status in the field of education. Then, the advantages and challenges of artificial intelligence and big data analysis in improving education quality and efficiency were discussed. Next, the integration application of artificial intelligence and big data analysis was explored, and practical cases in the field of education were provided. We discussed in detail the specific methods and applications of using artificial intelligence and big data analysis to improve education quality and efficiency, including the construction and optimization of personalized teaching models, prediction and intervention of student learning behavior, and the development and application of teacher assistance tools. Finally, the main conclusions of the study were summarized, the limitations of the study were pointed out, and suggestions were made for future research directions and development in the field of education. Through this study, it is hoped that it can provide reference and guidance for research on using artificial intelligence and big data analysis to improve education quality and efficiency. 

KEYWORDS

Artificial intelligence, big data analysis, education quality, education efficiency, personalized teaching

CITE THIS PAPER

Junting Nie, Research on Improving Education Quality and Efficiency through Artificial Intelligence and Big Data Analysis. Journal of Artificial Intelligence Practice (2023) Vol. 6: 35-40. DOI: http://dx.doi.org/10.23977/jaip.2023.060806.

REFERENCES

[1] Wang Kejing. Financial big data analysis under the background of "intelligent transformation and digital transformation" [J] Audit and Wealth Management, 2023, (10): 53-54
[2] Wang Haihong, Liang Leiqing. Research and Application of Big Data Analysis in Network Operations and Maintenance [J]. Telecom Express, 2023, (09): 8-10.
[3] Nie Ting. Research on the Construction of University Financial Shared Service Platform in the Digital Era [J]. Finance and Accounting Learning, 2023, (25): 5-7.
[4] He Da'an, Xu Yifan. Economic Analysis of the Expansion of Artificial Intelligence Applications - Also Discussing the Impact of ChatGPT on Manufacturers' Business Activities [J]. Social Science Front, 2023, (09): 76-87.
[5] Ding Huiguan, Wang Yali. Research on the Application of Big Data Analysis in the Insurance Industry [J]. Financial Horizon, 2023, (07): 62-66.
[6] Huang Dongzong, Bi Cheng, Li Hongbo, Liu Hongchen, Jiang Hua. Research progress on the application of big data in dentistry [J]. Chinese Journal of Geriatric Stomatology, 2023,21 (04): 198-203.
[7] Jiang Jianfeng, Feng Jiajun, Huang Ruili. Research progress on data application of comprehensive energy service platforms based on big data analysis [J]. Electrical Technology and Economics, 2023, (04): 94-96.
[8] Sun Haolun. Research on Evidence Issues in Big Data Analysis Reports [D]. People's Public Security University of China, 2023.
[9] Huang Zhihui. The role of big data analysis in evaluating and improving the design and implementation of high school information technology courses [J]. College Entrance Examination, 2023, (13): 109-111.
[10] Hou Erxiu, Hou Wenli, Yin Ximing. Research Evolution, Theoretical Framework, and Frontier Prospects of Big Data Analysis Capability [J]. Innovative Technology, 2023,23 (04): 1-21.

Sponsors, Associates, and Links

---

• Power Systems Computation
  
  
• Internet of Things (IoT) and Engineering Applications
  
  
• Computing, Performance and Communication Systems
  
  
• Advances in Computer, Signals and Systems
  
  
• Journal of Network Computing and Applications
  
  
• Journal of Web Systems and Applications
  
  
• Journal of Electrotechnology, Electrical Engineering and Management
  
  
• Journal of Wireless Sensors and Sensor Networks
  
  
• Journal of Image Processing Theory and Applications
  
  
• Mobile Computing and Networking
  
  
• Vehicle Power and Propulsion
  
  
• Frontiers in Computer Vision and Pattern Recognition
  
  
• Knowledge Discovery and Data Mining Letters
  
  
• Big Data Analysis and Cloud Computing
  
  
• Electrical Insulation and Dielectrics
  
  
• Crypto and Information Security
  
  
• Journal of Neural Information Processing
  
  
• Collaborative and Social Computing
  
  
• International Journal of Network and Communication Technology
  
  
• File and Storage Technologies
  
  
• Frontiers in Genetic and Evolutionary Computation
  
  
• Optical Network Design and Modeling
  
  
• Journal of Virtual Reality and Artificial Intelligence
  
  
• Natural Language Processing and Speech Recognition
  
  
• Journal of High-Voltage
  
  
• Programming Languages and Operating Systems
  
  
• Visual Communications and Image Processing
  
  
• Journal of Systems Analysis and Integration
  
  
• Knowledge Representation and Automated Reasoning
  
  
• Review of Information Display Techniques
  
  
• Data and Knowledge Engineering
  
  
• Journal of Database Systems
  
  
• Journal of Cluster and Grid Computing
  
  
• Cloud and Service-Oriented Computing
  
  
• Journal of Networking, Architecture and Storage
  
  
• Journal of Software Engineering and Metrics
  
  
• Visualization Techniques
  
  
• Journal of Parallel and Distributed Processing
  
  
• Journal of Modeling, Analysis and Simulation
  
  
• Journal of Privacy, Trust and Security
  
  
• Journal of Cognitive Informatics and Cognitive Computing
  
  
• Lecture Notes on Wireless Networks and Communications
  
  
• International Journal of Computer and Communications Security
  
  
• Journal of Multimedia Techniques
  
  
• Automation and Machine Learning
  
  
• Computational Linguistics Letters
  
  
• Journal of Computer Architecture and Design
  
  
• Journal of Ubiquitous and Future Networks