iMean AI的核心功能采用需求-资源双引擎匹配模式。在需求侧，系统通过语义分析提取旅行要素：当用户输入”北京至巴黎7天家庭游，预算1万元”时，AI自动识别目的地、时长、人员类型、成本约束等关键参数。在资源侧，平台实时接入Skyscanner等300+数据源的航班信息，整合Booking.com等主流酒店的房源数据，并通过合作供应商获取景点门票等本地服务资源。匹配过程采用强化学习算法，例如针对家庭用户优先推荐儿童友好的酒店和免排队景点门票，对商务用户则优化机场与会场间的通勤时间。测试显示，该系统生成行程的平均响应时间为3.2秒，用户满意度达89%。
This answer comes from the articleiMean AI: A one-stop personalized travel planning toolThe
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