人工智能赋能二次元社交电商
Artificial Intelligence Empowers Two-Dimensional Social E-Commerce
摘要: 随着二次元文化与社交电商的深度融合,用户对个性化消费、互动体验和社群归属感的需求不断提升,传统电商模式在匹配精准度、社交互动和定制化服务方面面临诸多挑战。如何优化用户体验,提升平台运营效率,促进社群生态的稳定发展,已成为行业探索的核心议题。随着智能技术的发展,人工智能的深度应用为二次元社交电商提供了新的解决思路。本文分析传统二次元社交电商的痛点,阐述人工智能赋能二次元社交电商的现实意义,以“智创次元铺”为研究对象,探讨智能化手段对精准推荐、用户互动、内容创作及供应链管理等方面的优化作用,并提出未来发展建议,期望为二次元社交电商行业的创新发展提供有益参考。
Abstract: With the deep integration of two-dimensional culture and social e-commerce, users’ demand for personalized consumption, interactive experience and sense of community belonging continues to increase, and the traditional e-commerce model faces many challenges in matching accuracy, social interaction and customized services. How to optimize the user experience, improve the operational efficiency of the platform, and promote the stable development of the community ecology has become the core topic of industry exploration. With the development of intelligent technology, the in-depth application of artificial intelligence provides a new solution for two-dimensional social e-commerce. This paper analyzes the pain points of traditional two-dimensional social e-commerce, expounds the practical significance of artificial intelligence empowering two-dimensional social e-commerce, takes “Zhichuang Dimension Shop” as the research object, discusses the optimization role of intelligent means in accurate recommendation, user interaction, content creation and supply chain management, etc., and puts forward suggestions for future development, hoping to provide a useful reference for the innovation and development of two-dimensional social e-commerce industry.
参考文献
|
[1]
|
孙克, 鲁泽霖. 人工智能在电子商务中的应用发展趋势研究[J]. 贵州社会科学, 2019(9): 136-143.
|
|
[2]
|
刘书亮, 朱巧倩. 论二次元文化的概念流变及其文化消费特征[J]. 现代传播(中国传媒大学学报), 2020, 42(8): 22-26.
|
|
[3]
|
陶梅. 社交电商的竞争优势与培育策略[J]. 商业经济研究, 2020(14): 88-91.
|
|
[4]
|
别君华, 曾钰婷. 算法想象的平台参与及情感网络——基于“小红书”的用户分析[J]. 中国青年研究, 2024(2): 15-23.
|
|
[5]
|
冷亚军, 陆青, 梁昌勇. 协同过滤推荐技术综述[J]. 模式识别与人工智能, 2014, 27(8): 720-734.
|
|
[6]
|
赵铁军, 许木璠, 陈安东. 自然语言处理研究综述[J]. 新疆师范大学学报(哲学社会科学版), 2025, 46(2): 89-111.
|
|
[7]
|
黎博文, 王萍, 刘玉叶. 基于人体动态特征的三维服装虚拟试穿技术[J]. 纺织学报, 2021, 42(9): 144-149.
|
|
[8]
|
曹峥林, 张鑫, 郭芮宁. 人工智能赋能农产品电商发展问题与对策分析[J]. 新农民, 2024(36): 38-40.
|
|
[9]
|
徐淑洁. 数字经济下数字贸易推动跨境电商的策略研究[J]. 商展经济, 2025(2): 24-27.
|
|
[10]
|
代炜琦, 李铭, 赵珂轩, 等. 面向电商联盟的区块链营销标签交易系统[J]. 计算机研究与发展, 2025, 62(1): 269-280.
|
|
[11]
|
郭晓凌, 瞿小菊. 品牌发行NFT对消费者反应的影响——基于扎根理论的研究[J]. 外国经济与管理, 2025, 47(1): 104-120.
|