TY - JOUR
T1 - Domain-driven, actionable knowledge discovery
AU - Cao, Longbing
AU - Zhang, Chengqi
AU - Yang, Qiang
AU - Bell, David
AU - Vlachos, Michail
AU - Taneri, Bahar
AU - Keogh, Eamonn
AU - Yu, Philip S.
AU - Zhong, Ning
AU - Ashrafi, Mafruz Zaman
AU - Taniar, David
AU - Dubossarsky, Eugene
AU - Graco, Warwick
PY - 2007
Y1 - 2007
N2 - Researchers are developing domain-driven data mining techniques that target actionable knowledge discovery (KDD) in complex domain problems. The domain-driven technique aims to utililize and mine many aspects of intelligence, such as in-depth data, domain expertise, real-time human involvement, process, environment, and social intelligence. It also metasynthesizes its intelligence sources for actionable knowledge discovery. The method works to expose next-generation methodologies for actionable knowledge discovery, identifying ways in which KDD can better contribute to critical domain problems in theory and practice. It undercovers domain-driven techniques to help KDD, strengthen business intelligence in complex enterprise applications. It also reveals applications that effectively deploy domain-driven data mining method,to solve complex practical problems.
AB - Researchers are developing domain-driven data mining techniques that target actionable knowledge discovery (KDD) in complex domain problems. The domain-driven technique aims to utililize and mine many aspects of intelligence, such as in-depth data, domain expertise, real-time human involvement, process, environment, and social intelligence. It also metasynthesizes its intelligence sources for actionable knowledge discovery. The method works to expose next-generation methodologies for actionable knowledge discovery, identifying ways in which KDD can better contribute to critical domain problems in theory and practice. It undercovers domain-driven techniques to help KDD, strengthen business intelligence in complex enterprise applications. It also reveals applications that effectively deploy domain-driven data mining method,to solve complex practical problems.
UR - http://www.scopus.com/inward/record.url?scp=34547971408&partnerID=8YFLogxK
U2 - 10.1109/MIS.2007.67
DO - 10.1109/MIS.2007.67
M3 - Article
AN - SCOPUS:34547971408
SN - 1541-1672
VL - 22
SP - 78
EP - 88
JO - IEEE Intelligent Systems
JF - IEEE Intelligent Systems
IS - 4
ER -