TY - GEN
T1 - Association rule mining analysis on concept lattice and rough set
AU - Wang, Dexing
AU - Cui, Lixia
AU - Wang, Yanhua
AU - Zhang, Jian
PY - 2010
Y1 - 2010
N2 - Rough set is used extensively in the field of date mining, which is also an useful tool for mining rules from decision tables, then solves the bottleneck of knowledge acquisition effectively, while concept lattice represents knowledge shown with hierarchical structure on the Hasse diagram, thus it is properly applied to the description of mining association rules in databases. Association rules mining based on rough set and concept lattice can be shown that they perform the same function. However the latter represents the association rules more visual, vivid and concise than the former, therefore, association rule mining on concept lattice is applied to find common relations among different knowledge clusters in computer education.
AB - Rough set is used extensively in the field of date mining, which is also an useful tool for mining rules from decision tables, then solves the bottleneck of knowledge acquisition effectively, while concept lattice represents knowledge shown with hierarchical structure on the Hasse diagram, thus it is properly applied to the description of mining association rules in databases. Association rules mining based on rough set and concept lattice can be shown that they perform the same function. However the latter represents the association rules more visual, vivid and concise than the former, therefore, association rule mining on concept lattice is applied to find common relations among different knowledge clusters in computer education.
KW - Association rule
KW - Concept lattice
KW - Data mining
KW - Rough set
UR - https://www.scopus.com/pages/publications/77953041989
U2 - 10.1109/ETCS.2010.545
DO - 10.1109/ETCS.2010.545
M3 - Conference contribution
AN - SCOPUS:77953041989
SN - 9780769539874
T3 - 2nd International Workshop on Education Technology and Computer Science, ETCS 2010
SP - 432
EP - 435
BT - 2nd International Workshop on Education Technology and Computer Science, ETCS 2010
T2 - 2nd International Workshop on Education Technology and Computer Science, ETCS 2010
Y2 - 6 March 2010 through 7 March 2010
ER -