Welcome to Francis Academic Press

The Frontiers of Society, Science and Technology, 2023, 5(13); doi: 10.25236/FSST.2023.051312.

Intelligent Campus Informatization Management Model Based on BD and AI

Author(s)

Guangjian Ma

Corresponding Author:
Guangjian Ma
Affiliation(s)

Henan Province IUR Artificial Intelligence Research Institute, Zhengzhou, Henan, 450046, China

Abstract

Schools are the gathering centers of knowledge and information resources in the information society. In the new media environment, the traditional teaching method with paper textbooks as the main carrier cannot keep up with the pace of modern information technology (IT). The "Internet plus" smart campus model has become an inevitable trend of future university reform. This paper combined artificial intelligence (AI) with Big data (BD) and other advanced theories, used data mining to analyze students' learning, teachers' teaching behavior and the impact of related factors on education and teaching quality, and built a new generation of information platform. By utilizing various technological means to achieve resource sharing and interactive communication between teachers and students, as well as between different groups, a truly intelligent teaching service system was formed. School A, which deployed a smart campus information management system model based on BD and AI, was compared with School B, which used a traditional campus management platform. The experimental results showed that the average total score of students in Class A of School A was about 81.527 points, while the average total score of students in Class B of School B was about 77.979 points. Class A was about 3.548 points higher than Class B. This to some extent indicates that the application of AI and BD analysis technology can have a positive impact on education and teaching work, making teaching and management more refined. The introduction of BD and AI is driving the transformation of the entire society from an industrial economy to a knowledge-based economy. The personalized needs of students are gradually expanding and showing a diversified trend. Education concepts and teaching models have also undergone changes, bringing opportunities and challenges to schools.

Keywords

Big Data, Artificial Intelligence, Smart Campus, Information Platform, Management Model

Cite This Paper

Guangjian Ma. Intelligent Campus Informatization Management Model Based on BD and AI. The Frontiers of Society, Science and Technology (2023) Vol. 5, Issue 13: 71-77. https://doi.org/10.25236/FSST.2023.051312.

References

[1] Zhaoyang Dong, Yuchen Zhang, Christine Yip, Sharon Swift, Kim Beswick. "Smart campus: definition, framework, technologies, and services." IET Smart Cities 2.1 (2020): 43-54.

[2] Masitah Musa, Mohd Norasri Ismail, Mohd Farhan Md Fudzee. "A survey on smart campus implementation in Malaysia." JOIV: International Journal on Informatics Visualization 5.1 (2021): 51-56.

[3] Huijuan Li. "Construction of Smart Campus in Higher Vocational Colleges based on the Era of" Internet+"." Journal of Education and Educational Technologies 3.2 (2023): 7-9.

[4] Xuemei Liang. "Research on the construction mode of smart campus facing future education."  World Scientific Research Journal 7.9 (2021): 251-256.

[5] Li Luo. "Data acquisition and analysis of smart campus based on wireless sensor." Wireless Personal Communications 102.4 (2018): 2897-2911.

[6] Meirong Gao. "Smart campus teaching system based on ZigBee wireless sensor network." Alexandria Engineering Journal 61.4 (2022): 2625-2635.

[7] Youbin Zhang. "Research on the Construction and Development of Smart Campus Based on the Internet of Things." Education Science Development 3.7 (2021): 64-65.

[8] Chen Zhenglei. "Internet plus Campus: Analysis of the Construction of Smart Campus in Colleges and Universities." Electronic Communication and Computer Science 4.2 (2022): 100-101. 

[9] Ivanaj, S., Nganmini, G., & Antoine, A. Measuring E-Learners' Perceptions of Service Quality. Journal of Organizational and End User Computing (JOEUC), (2019) 31(2), 83-104.

[10] Lu Rui. "Research on the Construction of Smart Campus Platforms in Universities under the Background of Education Informatization 2.0." Wireless Internet Technology 17.5 (2021): 73-74.

[11] Sajid Habib Gill. "Security and privacy aspects of cloud computing: a smart campus case study." Intell. autom. soft comput 31.1 (2022): 117-128.

[12] Zhitao Zhu, Haoyue Xu. "Discussion on the Construction and Management of Smart Classrooms in Higher Vocational Colleges." Frontiers in Educational Research 2.11 (2019): 152-164.

[13] Lili Tong. "5G+ ABCDNETS: A feasible digital framework for new infrastructure of smart campus." China Communications 19.9 (2022): 191-198.

[14] Akey Sungheetha. "Assimilation of IoT sensors for data visualization in a smart campus environment." Journal of Ubiquitous Computing and Communication Technologies 3.4 (2022): 241-252.

[15] WANG Ling LIANG Haihua. "Research on the Smart Campus Based on Digital New Infrastructure." Computer & Telecommunication 1.1-2 (2022): 67-70.

[16] Bart Valks. "Towards a smart campus: supporting campus decisions with Internet of Things applications." Building Research & Information 49.1 (2021): 1-20.

[17] Thanchanok Sutjarittham. "Experiences with IoT and AI in a smart campus for optimizing classroom usage." IEEE Internet of Things Journal 6.5 (2019): 7595-7607.

[18] Alghamdi Abdullah, Mohammed Thanoon, Anwar Alsulami. "Toward a smart campus using IoT: framework for safety and security system on a university campus." Advances in Science, Technology and Engineering Systems Journal (ASTESJ) 4.5 (2019): 97-103.

[19] Muhammad Munawir Arpan, Febi Nur Salisah, Idria Maita, Fitriani Muttakin. "Evaluasi Tingkat Keberhasilan E-Learning Smart Campus Menggunakan Metode HOT FIT." Journal of Information System Research (JOSH) 4.2 (2023): 1-9.

[20] Irfan Santiko, Anugerah Bagus Wijaya, Aulia Hamdi. "Smart Campus Evaluation Monitoring Model Using Rainbow Framework Evaluation and Higher Education Quality Assurance Approach." Journal of Information Systems and Informatics 4.2 (2022): 336-348.