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Efficient Algorithms for Association Finding and Frequent Association Pattern Mining
Published on Nov 10, 20161344 Views
Finding associations between entities is a common information need in many areas. It has been facilitated by the increasing amount of graph-structured data on the Web describing relations between enti
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Chapter list
Efficient Algorithms for Association Finding and Frequent Association Pattern Mining00:00
Background and motivation00:09
Problem statement - 101:20
Problem statement - 202:05
Problem statement - 302:25
Problem statement - 402:34
Problem statement - 502:46
Problem statement - 603:13
Association finding: Problem03:35
Association finding: Basic solution - 104:22
Association finding: Basic solution - 204:59
Association finding: Optimization - 105:20
Association finding: Deduplication - 108:38
Association finding: Deduplication - 209:05
Association finding: Deduplication - 309:37
Frequent association pattern mining - 211:07
Frequent association pattern mining - 311:22
Frequent association pattern mining - 411:55
Frequent association pattern mining - 512:32
Experiments - 112:34
Experiments - 213:10
Experiments - 314:55
Takeaway messages15:29
Association finding: Optimization - 216:56
Frequent association pattern mining - 118:43