A Commodity Workflow Mining Approach Based on RFID Data Sets

DUN Hai-qiang; ZHAO Wen; DENG Peng-peng; ZHANG Shi-kun; WANG Li-fu; TAN Jie

您当前的位置：

首页 >

文章列表页 >

A Commodity Workflow Mining Approach Based on RFID Data Sets

更新时间：2025-07-16

- A Commodity Workflow Mining Approach Based on RFID Data Sets
- Acta Electronica Sinica Vol. 36, Issue S1, Pages: 86-93(2008)
- 作者机构：
  
  1. 北京大学信息科学技术学院,北京,100871
  2. 北京大学软件工程国家工程研究中心,北京,100871
  3. 北京大学高可信软件技术教育部重点实验室,北京,100871
  4. 中国科学院自动化研究所RFID研究中心,北京,100190
  5. 北京大学信息科学技术学院,北京,100871
  6. 北京大学软件工程国家工程研究中心,北京,100871
  7. 北京大学高可信软件技术教育部重点实验室,北京,100871
  8. 中国科学院自动化研究所RFID研究中心,北京,100190
- 作者简介：
- 基金信息：
- DOI：
  CLC： TP311
- Published：2008
- 稿件说明：
移动端阅览
DUN Hai-qiang, ZHAO Wen, DENG Peng-peng, et al. A Commodity Workflow Mining Approach Based on RFID Data Sets[J]. Acta Electronica Sinica, 2008, 36(S1): 86-93.
DOI：

DUN Hai-qiang, ZHAO Wen, DENG Peng-peng, et al. A Commodity Workflow Mining Approach Based on RFID Data Sets[J]. Acta Electronica Sinica, 2008, 36(S1): 86-93. DOI：

摘要

不同种类的物品在供应链中的移动形成不同的物品工作流

通过对这些物品工作流的挖掘

能够发现不同种类物品的流向和主要流转路径等信息

进而基于这些信息对供应链过程进行管理和优化.本文提出了一种基于RFID数据集的物品工作流挖掘方法

其中定义了一种基于Petri网的物品工作流网

讨论了物品工作流网所支持的几种物品工作流模式

给出了基于RFID数据集的数据过滤和聚合算法

以及物品工作流网的挖掘算法

最后进行了必要的实验.

Abstract

The movement of different kinds of commodities through the supply chain forms different commodity workflows. The flow trends and main paths of different commodities can be discovered by commodity workflow mining

and thus facilitate the management and optimizing of supply chain processes.On the basis of RFID data sets

an approach to mine commodity workflow is proposed.A Petri net based commodity workflow net is defined

some workflow patterns supported by the commodity workflow net are discussed

a cleaning algorithm and an aggregating algorithm based on RFID data sets are provided

and the mining algorithms of the commodity workflow net are presented.Finally

some essential experiments are conducted.

关键词

Keywords

references

Views

2183

下载量

CSCD

Alert me when the article has been cited

提交

Tools

Publicity Resources

A Supply Chain Modeling Technology Based on RFID Discovery Service

Soundness Analysis of the Multi-cases Workflow Model Based on Home State

Petri Net Based Scheduling for Integrated Circuits Manufacturing

Proof of the Security of Digital Media Distributing Protocol Based on Petri Net Models

Formal Analysis of Security Protocols Using Petri Nets

Related Author

FONT

WANG Li-fu

ZHANG Shi-kun

YUAN Chong-yi

LIU Dian-xing

ZHAO Wen

LI Xin-peng

Verdana

Related Institution

1.北京大学信息科学技术学院

北京大学软件工程国家工程研究中心

北京大学信息科学技术学院软件研究所高可信软件技术教育部重点实验室

Department of Computer Science and Engineering,Tongji University

School of Information Science and Engineering,Shandong University of Science and Technology

⁰