PENENTUAN STRATEGI PEMASARAN MENGGUNAKAN FREQUENT PATTERN GROWTH (FP-GROWTH) PADA TOKO KOMPUTER
نویسندگان
چکیده
منابع مشابه
SQL Based Frequent Pattern Mining with FP-Growth
Scalable data mining in large databases is one of today’s real challenges to database research area. The integration of data mining with database systems is an essential component for any successful largescale data mining application. A fundamental component in data mining tasks is finding frequent patterns in a given dataset. Most of the previous studies adopt an Apriori-like candidate set gen...
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Most existing data mining (DM) approaches look for patterns in a single table. Multi-relational DM approaches, on the other hand, look for patterns that involve multiple tables. In recent years, the most common DM techniques have been extended to the multi-relational case, but there are few dedicated to star schemas. These schemas are composed of a central fact table, linking a set of dimension...
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Mining frequent patterns from large databases plays an essential role in many data mining tasks and has broad applications. Most of the previously proposed methods adopt apriorilike candidate-generation-and-test approaches. However, those methods may encounter serious challenges when mining datasets with prolific patterns and/or long patterns. In this work, we develop a class of novel and effic...
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An interesting method to frequent pattern mining without generating candidate pattern is called frequent-pattern growth, or simply FP-growth, which adopts a divide-and-conquer strategy as follows. First, it compresses the database representing frequent items into a frequent-pattern tree, or FPtree, which retains the itemset association information. It then divides the compressed database into a...
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-------------------------------------------------------------------ABSTRACT--------------------------------------------------------------Mining Frequent Patterns is one of the primary step in Association Rule Mining (ARM). ARM always aims to produce relationships between different attributes of a database. Sometimes we may require including the weights (or significance) of different attributes ...
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ژورنال
عنوان ژورنال: Indonesian Journal of Technology, Informatics and Science (IJTIS)
سال: 2020
ISSN: 2721-4303,2715-940X
DOI: 10.24176/ijtis.v1i2.4941