International Workshop on Mining of Manufacturing Enterprise Data

制造企业数据挖掘国际研讨会

• 批准号: 0437734
• 负责人: T. Warren Liao
• 金额: $ 2.3万
• 依托单位: Louisiana State University
• 依托单位国家: 美国
• 项目类别: Standard Grant
• 财政年份: 2004
• 资助国家: 美国
• 起止时间: 2004-07-01 至 2004-12-31
• 项目状态: 已结题
• 来源: https://www.nsf.gov/awardsearch/showAward?AWD_ID=0437734&HistoricalAwards=false
• 关键词: International; Workshop; Mining; Manufacturing; Enterprise

This grant provides funding to hold the very first International Workshop on "Mining of Manufacturing Enterprise Data" as part of the Conference on "Mathematical Methods of Learning - Advances in Data Mining and Knowledge Discovery" scheduled for June 21-24, 2004 in Como, Italy. The Workshop intends to serve as a forum for data mining researchers and also enterprise system researchers to meet to discuss how they can work together to advance the research in mining of manufacturing enterprise data. The funding supports eight U.S. researchers from six universities to take part in the Workshop. They will present topics includingo An overview of manufacturing enterprise data miningo Mining of time series data in manufacturing enterprise systemso Selection of invariant objects with a data mining approacheso Modeling and applications in data mining and knowledge discoveryo Process partitions for process data miningo Mining of human performance data from automated systemso Learning from production scheduling datao Discovery and reuse of knowledge for engineering designThis Workshop attempts to depict the unique characteristics of manufacturing enterprise data and the associated data mining goals, to set new research directions for developing domain-specific, customized data mining algorithms, and also to explore the use of grid computing in mining of enterprise data. The results of the Workshop will be recorded in an edited book. The Workshop is also expected to foster an environment for national and international collaborations on the subject.

这项赠款为举办第一届“制造企业数据挖掘”国际研讨会提供资金，作为定于2004年6月21日至24日在意大利科莫举行的“数学学习方法----数据挖掘和知识发现的进展”会议的一部分。研讨会旨在为数据挖掘研究人员和企业系统研究人员提供一个论坛，讨论他们如何共同努力推进制造企业数据挖掘的研究。 该基金支持来自六所大学的八名美国研究人员参加研讨会。他们将介绍的主题包括o制造企业数据挖掘概述o制造企业系统中时间序列数据的挖掘o使用数据挖掘方法选择不变对象o数据挖掘和知识发现中的建模和应用o过程数据挖掘的过程分区o从自动化系统中挖掘人的绩效数据o从生产调度数据中学习o工程设计知识的发现和重用这Workshop试图描述制造企业数据的独特特征和相关的数据挖掘目标，为开发特定领域的定制数据挖掘算法设定新的研究方向，并探索网格计算在企业数据挖掘中的应用。讲习班的成果将记录在一本编辑成册中。预计讲习班还将促进就这一主题开展国家和国际合作的环境。