TY - GEN
T1 - Mining data from simulation of beer production
AU - Ju, Yanbing
AU - Wang, Aihua
AU - Zhu, Fengchun
AU - Xia, Chuanliang
PY - 2005
Y1 - 2005
N2 - Data mining is a methodology for the extraction of knowledge from data, especially, knowledge relating to a problem that we want to solve. Data mining from simulation outputs is performed in this paper. It focuses on techniques for extracting knowledge from simulation outputs for beer production and optimizing devices and labors with certain target. We first set up one simulation model for beer production process and construct optimization objective. Then we set up one data mining model based on witness miner. The mining results show that the model is able to find important information affecting target, make manager diagnose the bottlenecks of the beer production process, and help manager to make decisions rapidly under uncertainty.
AB - Data mining is a methodology for the extraction of knowledge from data, especially, knowledge relating to a problem that we want to solve. Data mining from simulation outputs is performed in this paper. It focuses on techniques for extracting knowledge from simulation outputs for beer production and optimizing devices and labors with certain target. We first set up one simulation model for beer production process and construct optimization objective. Then we set up one data mining model based on witness miner. The mining results show that the model is able to find important information affecting target, make manager diagnose the bottlenecks of the beer production process, and help manager to make decisions rapidly under uncertainty.
UR - http://www.scopus.com/inward/record.url?scp=33847304566&partnerID=8YFLogxK
U2 - 10.1109/NLPKE.2005.1598705
DO - 10.1109/NLPKE.2005.1598705
M3 - Conference contribution
AN - SCOPUS:33847304566
SN - 0780393619
SN - 9780780393615
T3 - Proceedings of 2005 IEEE International Conference on Natural Language Processing and Knowledge Engineering, IEEE NLP-KE'05
SP - 47
EP - 51
BT - Proceedings of 2005 IEEE International Conference on Natural Language Processing and Knowledge Engineering, IEEE NLP-KE'05
T2 - 2005 IEEE International Conference on Natural Language Processing and Knowledge Engineering, IEEE NLP-KE'05
Y2 - 30 October 2005 through 1 November 2005
ER -