大数据下人工智能证据链对电商跨境风险规避
Artificial Intelligence Evidence Chain for E-Commerce Cross-Border Risk Aversion under Big Data
摘要: 电商跨境需要面临着多主体、长链条的交易环境,既往以单点信息为主的风控模式很难形成具备可追溯和可自证的闭环证据,导致风险规避越发被动且低效。若企业只是依靠单纯的规则引擎、孤立化的模型将很难规避电商跨境中的诸多风险,也难以在争议场景中提供具备充足法律效力的自证材料。基于此,文章以大数据为基本底座,探索人工智能(AI)证据链对电商跨境风险规避的价值、策略与具体的实施路径,以期利用AI证据链为电商跨境风险的有效管控和规避提供工具支持,确保电商跨境交易的安全与可靠。
Abstract: E-commerce cross-border needs to face a multi-agent and long chain trading environment. The previous risk control mode based on single point information is difficult to form a traceable and self verifiable closed-loop evidence, resulting in more passive and inefficient risk aversion. If enterprises only rely on a simple rule engine and isolated model, it will be difficult to avoid many risks in cross-border e-commerce, and it will also be difficult to provide self certification materials with sufficient legal effect in controversial scenes. Based on this, this paper explores the value, strategy and specific implementation path of artificial intelligence (AI) evidence chain for e-commerce cross-border risk avoidance based on big data, in order to provide tool support for effective control and avoidance of e-commerce cross-border risk by using AI evidence chain, and ensure the safety and reliability of e-commerce cross-border transactions.
参考文献
|
[1]
|
林希. 跨境电商浏览器环境下的指纹伪装与安全身份隔离技术研究[J]. 科技与创新, 2025(24): 56-58.
|
|
[2]
|
李聪. 基于数智化物流网络管理平台的跨境电商海外仓供应链协同模式探讨[J]. 中国乡镇企业会计, 2025(23): 105-107.
|
|
[3]
|
王欣, 范姿伶. AI重塑跨境电商供应链生态[J]. 企业管理, 2025(11): 112-115.
|
|
[4]
|
吴向阳. 大数据技术对跨境电商的影响[J]. 商场现代化, 2025(20): 46-48.
|
|
[5]
|
薛孟开. 基于区块链技术的跨境电商支付结算模式研究[J]. 商场现代化, 2025(20): 34-36.
|
|
[6]
|
夏德建, 冯利朋. 出口跨境电商的断链风险解析及供应链韧性强化路径[J]. 物流技术, 2026, 45(2): 45-54.
|
|
[7]
|
黄维雅. 区块链技术赋能跨境电商信用体系构建的实现路径[J]. 中阿科技论坛(中英文), 2025(12): 47-51.
|
|
[8]
|
张馨月. 考虑区块链的跨境电商物流信息共享演化博弈与决策研究[D]: [硕士学位论文]. 重庆: 重庆交通大学, 2024.
|
|
[9]
|
杜红珍. 区块链技术在跨境支付领域的应用研究[J]. 中国市场, 2023(26): 1-8.
|
|
[10]
|
刘倩, 钟颖, 林梅. 大数据技术背景下跨境电商物流优化路径研究[J]. 中国商论, 2024, 33(23): 85-88.
|