Integrating E-Commerce and Advanced Algorithm-Based Art Education: Towards a Sustainable Economy

Authors
L. Ma 1
C. Wang 2
Q. Wang 3
1 Humanities and Social Sciences, Beijing Institute of Petrochemical Technology, Beijing, China.
2 College of Art, Hebei University, Baoding, Hebei, China.
3 New Economic, Sichuan Studies University, Chongqing, China.
10.48311/jast.2025.24120
Abstract
An Artificial Neural Network (ANN) was constructed to analyze the impact of resource consumption and cultural exploration on market access, ethical practices, and data privacy. The ANN predictions showed that cultural exploration is most prominent with restricted market access, while data privacy is inversely related to ethical practices and market access. Regardless of consumption levels, resource consumption leads to increased data privacy. The study also found that rural aging has a significant negative impact on urban, industrial, and transportation land, but no significant impact on arable, forest, and garden land. The impact varies between towns and townships, with rural aging reducing urban and industrial land in towns but promoting the expansion of forest and grassland in townships. The results show the promising avenues for sustainable economic development and cultural education through the integration of e-commerce and advanced algorithm-based learning, while emphasizing the need to address key challenges and the implications of rural aging on land use for sustainable development.

Keywords

Subjects

1) Chen, J., Wang, Y., Wen, J., Fang, F., & Song, M. (2016) “The influences of aging population and economic growth on Chinese rural poverty.” Journal of Rural Studies, 47, 665-676.
2) Jenkins, T. (2022). Immersive virtual shopping experiences in the retail metaverse: Consumer-driven E-commerce, blockchain-based digital assets, and data visualization tools. Linguistic and Philosophical Investigations, (21), 154-169.
3) Rosário, A. T. (2023). How a Sustainability Strategy Can Leverage E-Commerce?. In Advancing SMEs Toward E-Commerce Policies for Sustainability (pp. 44-72). IGI Global.
4) Bawack, R. E., Wamba, S. F., Carillo, K. D. A., & Akter, S. (2022). Artificial intelligence in E-Commerce: a bibliometric study and literature review. Electronic markets, 32(1), 297-338.
5) Hopkins, E. (2022). Virtual commerce in a decentralized blockchain-based metaverse: Immersive technologies, computer vision algorithms, and retail business analytics. Linguistic and Philosophical Investigations, (21), 203-218.
6) Zhou, T., Cai, Z., Liu, F., & Su, J. (2023). In Pursuit of Beauty: Aesthetic-Aware and Context-Adaptive Photo Selection in Crowdsensing. IEEE Transactions on Knowledge and Data Engineering, 35(9), 9364-9377.
7) Zou, X., Yuan, J., Shilane, P., Xia, W., Zhang, H.,... Wang, X. (2022). From Hyper-Dimensional Structures to Linear Structures: Maintaining Deduplicated Data’s Locality. ACM Transactions on Storage, 18(3), 1-28.
8) Zhang, S., Zhang, C., Su, Z., Zhu, M., & Ren, H. (2023). New structural economic growth model and labor income share. Journal of Business Research, 160, 113644.
9) Li, B., Li, G., & Luo, J. (2021). Latent but not absent: The ‘long tail’ nature of rural special education and its dynamic correction mechanism. PLoS ONE, 16(3), e242023.
10) Chen, G., Chen, P., Wang, Y., & Zhu, N. (2023). Research on the development of an effective mechanism of using public online education resource platform: TOE model combined with FS-QCA. Interactive Learning Environments.
11) Huang, C., Tu, Y., Han, Z., Jiang, F., Wu, F.,... Jiang, Y. (2023). Examining the relationship between peer feedback classified by deep learning and online learning burnout. Computers & Education, 207, 104910.
12) Pan, S., Xu, G. J. W., Guo, K., Park, S. H., & Ding, H. (2024). Cultural Insights in Souls-like Games: Analyzing Player Behaviors, Perspectives, and Emotions Across a Multicultural Context. IEEE Transactions on Games.
13) Sharma, R. C., & Kohli, D. (2023). Embracing Digital Transformation for Sustainable Development: The Synergy between Learning Organizations, Human Resource Management, and Service Quality. Journal of Chinese Human Resources Management, 14(3), 3-17.
14) Zhu, D., Bahadur, W., & Ali, M. (2023). The effect of spiritual leadership on proactive customer service performance: The roles of psychological empowerment and power distance. Humanities and Social Sciences Communications, 10(1), 792.
15) Xu, T., Gao, Q., Ge, X., & Lu, J. (2024). The relationship between social media and professional learning from the perspective of pre-service teachers: A survey. Education and Information Technologies, 29(2), 2067-2092.
16) Liu, Z., Duan, H., Liu, S., Mu, R., Liu, S.,... Yang, Z. (2024). Improving knowledge gain and emotional experience in online learning with knowledge and emotional scaffolding-based conversational agent. Educational Technology & Society, 27(2), 197-219
17) Hu, F., Qiu, L., Wei, S., Zhou, H., Bathuure, I. A.,... Hu, H. (2024). The spatiotemporal evolution of global innovation networks and the changing position of China: a social network analysis based on cooperative patents. R&D Management, 54(3), 574-589.
18) Xi, X., Xi, B., Miao, C., Yu, R., Xie, J., Xiang, R.,... Hu, F. (2022). Factors influencing technological innovation efficiency in the Chinese video game industry: Applying the meta-frontier approach. Technological Forecasting and Social Change, 178, 121574.
19) Zheng, W., Lu, S., Cai, Z., Wang, R., Wang, L.,... Yin, L. (2024). PAL-BERT: An Improved Question Answering Model. Computer Modeling in Engineering & Sciences, 139(3), 2729-2745.
20) Anderson, H. A., Hanrahan, L. P., Smith, A., Draheim, L., Kanarek, M., & Olsen, J. (2004). The role of sport-fish consumption advisories in mercury risk communication: a 1998–1999 12-state survey of women age 18–45. Environmental Research, 95(3), 315-324.
21) Barney, J. (1991). Firm resources and sustained competitive advantage. Journal of management, 17(1), 99-120.
22) Lash, S. (1993). Pierre Bourdieu: Cultural economy and social change. Bourdieu: critical perspectives, 193-211.
23) Throsby, D. (2019). Culturally sustainable development: theoretical concept or practical policy instrument?. In Cultural policies for sustainable development (pp. 5-19). Routledge.
24) Florida, R. (2002). The economic geography of talent. Annals of the Association of American geographers, 92(4), 743-755.
25) Bataineh, A. Q., Abu-AlSondos, I. A., Frangieh, R. H., Salameh, A. A., & Alnajjar, I. A. (2024). Predictive Modeling in Marketing Analytics: A Comparative Study of Algorithms and Applications in E-Commerce Sector. Kurdish Studies, 12(1), 499-515.
26) Chen, Y., Truong, T., Shen, X., Wang, M., Li, J., Chan, J., & King, I. (2023). Topological representation learning for e-commerce shopping behaviors.
27) Rane, N. (2023). Metaverse marketing strategies: enhancing customer experience and analysing consumer behaviour through leading-edge Metaverse technologies, platforms, and models. Available at SSRN.
28) Akhtar, W. (2023). Digital innovations in fashion: mapping the co-evolution of technological advancements and fashion industry. JYU Dissertations.
29) Huynh-The, T., Pham, Q. V., Pham, X. Q., Nguyen, T. T., Han, Z., & Kim, D. S. (2023). Artificial intelligence for the metaverse: A survey. Engineering Applications of Artificial Intelligence, 117, 105581.
30) De Giovanni, P. (2023). Sustainability of the Metaverse: A transition to Industry 5.0. Sustainability, 15(7), 6079.
31) Shah, V. (2021). Machine Learning Algorithms for Cybersecurity: Detecting and Preventing Threats. Revista Espanola de Documentacion Cientifica, 15(4), 42-66.
32) Wei, H., Shan, D., Zhu, S., Wu, D., & Lyu, B. (2022). Comments and responses' combination: tourist destination's moderating effect. Marketing Intelligence & Planning, 40(7), 914-928.
33) Wei, H. L., Hai, C. Y., Zhu, S. Y., & Lyu, B. (2021). The impact of consumers’ choice deferral behavior on their intertemporal choice preference. Frontiers in Psychology, 12, 555150.
34) Zhang, J., & Lyu, B. (2021). A receiver perspective on knowledge sharing impact on consumer–brand relationship in virtual communities. Frontiers in Psychology, 12, 685959.
Journal of Agricultural Science and Technology
Volume 27, Issue 5
July and August 2025
Pages 987-999