Data Pre-Processing for Real-World E-Commerce Delivery Address Clustering

摘要

Rapid growth of economy and popularization of electronic commerce have facilitated the development of logistics industry. Aiming to increase e-commerce logistics efficiency, extracting meaningful information from the complex raw data is essential. In real-world business operation, the order data should be pre-processed for the convenience of customer analysis and delivery route planning. This paper focuses on a real-world e-commerce company case, and provides an approach for pre-processing of raw address data with messy text structures.