Title :
Structural Relation Sequential Patterns Mining
Author :
Chen, Weiru ; Chen, Shanshan ; Zhang, Yang
Author_Institution :
Fac. of Comput. Sci. & Technol., Shenyang Inst. of Chem. Technol., Shenyang, China
Abstract :
Structural Relation Patterns (SRPs) mining is proposed for mining relations among sequences, these relations are generally hidden behind sequential patterns. Concurrent Sequential Pattern (CSP) and Exclusive Sequential Pattern (ESP) are two important parts of SRP, called Structural Relation Sequential Pattern (SRSP). Upon the previous researches, the concepts of SRSP are redefined; the properties of SRSP are discussed; the algorithms for mining SRSPs are studied. All of these form a theoretical foundation for further study of structural relation patterns and relative mining algorithms. SRSPs mining is significant in practical applications same as sequential patterns mining.
Keywords :
data mining; concurrent sequential pattern; exclusive sequential pattern; structural relation patterns mining; structural relation sequential patterns mining; Bellows; Chemical technology; Computer science; Data mining; Databases; Electrostatic precipitators; Tree graphs; Concurrent Relation; Exclusive Relation; Sequential Patterns Mining; Structural Relation Pattern; Structural Relation Sequential Pattern;
Conference_Titel :
Research Challenges in Computer Science, 2009. ICRCCS '09. International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-0-7695-3927-0
Electronic_ISBN :
978-1-4244-5410-5
DOI :
10.1109/ICRCCS.2009.75