STEMM Institute Press
Science, Technology, Engineering, Management and Medicine
The Application, Potential Benefits and Negative Impacts of ChatGPT in the E-commerce
DOI: https://doi.org/10.62517/jike.202304111
Author(s)
Jiansong Chen*, Suju Ou, Binglin Lu
Affiliation(s)
School of Information Management and Engineering, Neusoft Institute Guangdong, Nanhai University Town, Foshan, Guangdong, China *Corresponding Author
Abstract
The application of artificial intelligence technology in the field of e-commerce has entered the ChatGPT stage. Compared with traditional artificial intelligence technology, its application forms and levels are more extensive and in-depth, and it has also had a profound impact on the e-commerce business model. By comprehensively analyzing the latest relevant literature and reports, it can be found that compared with traditional artificial intelligence technology, ChatGPT has demonstrated technological leadership and comprehensive functionality in applications in the e-commerce field. Through the analysis of ChatGPT application examples, its feasibility and application potential in the field of e-commerce are verified. From the perspective of e-commerce business processes, the application value and potential benefits of ChatGPT in each link are deeply analyzed. This article also points out the possible negative impacts of ChatGPT’s application in the e-commerce field.
Keywords
ChatGPT; E-Commerce; Application; ChatGPT Prompt; Potential Benefits; Negative Impacts
References
[1] TEUBNER T, FLATH C M, WEINHARDT C, et al. Welcome to the era of ChatGPT et al. the prospects of large language models. Business & Information Systems Engineering, 2023, 65(2): 95-101. [2] RADFORD A, NARASIMHAN K, SALIMANS T, et al. Improving language understanding by generative pre-training. 2018, [3] RADFORD A, WU J, CHILD R, et al. Language models are unsupervised multitask learners. OpenAI blog, 2019, 1(8): 9. [4] BRINKMANN A, SHRAGA R, DER R C, et al. Product Information Extraction using ChatGPT. arXiv preprint arXiv:230615 2023, [5] KUMAR A, GUPTA N, BAPAT G. Who is making the decisions? How retail managers can use the power of ChatGPT. Journal of Business Strategy, 2023, [6] HARIRI W. Unlocking the Potential of ChatGPT: A Comprehensive Exploration of its Applications, Advantages, Limitations, and Future Directions in Natural Language Processing. arXiv preprint arXiv:230402017, 2023, [7] FACE H. ChatGPT Prompt Generator (2023.7.17).https://huggingface.co/spaces/merve/ChatGPT-prompt-generator. [8] FACE H. awesome-ChatGPT-prompts (2023.7.17).https://huggingface.co/models. [9] NSFOCUS. Insights into the Potential Eight "Security Hazards" of ChatGPT (July 15, 2023). Retrieved fromhttp://blog.nsfocus.net/chatgptpotentialrisks/. [10] Xinhua Net. Federated Learning Devotes to Unravelling Data Ecology and Security Challenges Under Large-scale Models (July 18, 2023). Retrieved from https://app.xinhuanet.com/news/article.html?articleId=480d8b5b5cfbe17c432e80e2986fd91a. [11] Securities Times. Stealing Personal Data? OpenAI Faces Class Action Lawsuit! (July 16, 2023). Retrieved fromhttps://www.stcn.com/article/detail/905689.html. [12] Sohu. What are the Applications of ChatGPT in Cross-border E-commerce? (July 15, 2023). Retrieved from http://www.sohu.com/a/652238548_121478071. [13] GEBRU T, MORGENSTERN J, VECCHIONE B, et al. Datasheets for datasets. Communications of the ACM, 2021, 64(12): 86-92. [14] BUOLAMWINI J, GEBRU T. Gender shades: Intersectional accuracy disparities in commercial gender classification; proceedings of the Conference on fairness, accountability and transparency, F, 2018. PMLR. [15] DEVLIN J, CHANG M-W, LEE K, et al. Bert: Pre-training of deep bidirectional transformers for language understanding. arXiv preprint arXiv:181004805, 2018, [16] AEOLOGIC. Impact of ChatGPT on the E-Commerce Industry- Blog - Aerologic (2023.7.15). https://www.aeologic.com/blog/impact-of-chatgpt-on-the-e-commerce-industry.
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