多层次序列模式采掘算法及其在供需链管理中的应用
RESEARCH ON MINING SEQUENTIAL PATTERNS IN SUPPLY CHAIN MANAGEMENT
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摘要: 供需链管理中一个重要的问题是加快处理各类交易数据，由于经济的全球化趋势，一个先进企业或商业机构会不断地获取到来自于自身以及全球供需链中其他企业的各类数据，包括生产、供应、销售等，往往还包括竞争对手的各类数据，如何从这些海量的数据中获取有用信息成为非常紧迫的问题，数据采掘技术的出现为有效信息获取和即时分析提供了有效手段．本文从市场数据的多层次性上着手，提出了一种在用于发现多层次序列模式信息的有效算法，并给出了在分析顾客基础数据上的应用案例．Abstract: Mining Sequential Patterns from Large Database is interested by many r esearchers in Database systems and many other related areas such as supply chain management recently. In the paper, the necessary of researching on data mining of supply chain is introduced first, then an algorithm based on set for discover ing sequential patterns is given. The effective and a case is discussed lastly.
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