Abstract:
In today's competitive market, companies need to apply different data mining techniques in order to make more intelligent, accurate business decisions. Data mining techno...Show MoreMetadata
Abstract:
In today's competitive market, companies need to apply different data mining techniques in order to make more intelligent, accurate business decisions. Data mining technology from industrial big data can provide a more effective help for decision-making of enterprises' innovative design. This paper explores the advantages of data mining services, and presents a SOA-based data mining framework applied to non-expert data miners which can be treated as Software-as-a-Service including data uploading, data cleaning, data mining algorithm, OLAP and so on. As an example, a hybrid reasoning mechanism for intelligent design decision based on DM and its application in complex textile industry are also discussed.
Date of Conference: 20-23 August 2017
Date Added to IEEE Xplore: 15 January 2018
ISBN Information:
Electronic ISSN: 2161-8089