STUDI DAN IMPLEMENTASI ALGORITMA H MINE UNTUK MENEMUKAN FREQUENT PATTERNS
| Main Author: | VERONIKA SAPUTRI |
|---|---|
| Format: | Bachelors |
| Terbitan: |
Universitas Telkom
, 2008
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| Subjects: | |
| Online Access: |
https://openlibrary.telkomuniversity.ac.id/pustaka/93844/studi-dan-implementasi-algoritma-h-mine-untuk-menemukan-frequent-patterns.html |
Daftar Isi:
- ABSTRAKSI: Generally, large databases potent to hide a lot of high valuable information. The information can be obtained by paying attention to repeatly accuring patterns. Frequent Pattern is one of important recuring pattern type in data mining.<br>Getting frequent pattern from large databases needs big enough cost. Therefore an efficient algorithm is necessity. H-Mine is a mining frequent pattern algorithm which has good performance. H-Mine is an efficient algorithm since not require generation of candidate frequent pattern. H-Mine uses a data structure called H-Struct to generate frequent patterns. In this final project, the writer tries to study complexity of H-Mine algorithm. For performance analyse requirement of H-Mine algorithm, then would be builded a software for implementing H-Mine algorithm. But the software that has been built only could generate pattern with maximum length three. Because, the writer cann’t implement recursive function of H-Mine algorithm.Kata Kunci : frequent pattern, minimum support , H-Mine, H-Struct.ABSTRACT: Generally, large databases potent to hide a lot of high valuable information. The information can be obtained by paying attention to repeatly accuring patterns. Frequent Pattern is one of important recuring pattern type in data mining.<br>Getting frequent pattern from large databases needs big enough cost. Therefore an efficient algorithm is necessity. H-Mine is a mining frequent pattern algorithm which has good performance. H-Mine is an efficient algorithm since not require generation of candidate frequent pattern. H-Mine uses a data structure called H-Struct to generate frequent patterns. In this final project, the writer tries to study complexity of H-Mine algorithm. For performance analyse requirement of H-Mine algorithm, then would be builded a software for implementing H-Mine algorithm. But the software that has been built only could generate pattern with maximum length three. Because, the writer cann’t implement recursive function of H-Mine algorithm.Keyword: frequent pattern, minimum support , H-Mine, H-Struct.