قواعد الارتباط هي حقل هام في التنقيب عن البيانات، و الذي يُستخدم لاكتشاف
معرفة مفيدة من قواعد بيانات ضخمة. و تُستخدم قواعد الارتباط لاستخلاص معلومات
من صفقات قواعد البيانات. و خوارزمية الأسبقية هي التطبيق العملي لقواعد الارتباط،
و بدورها تُستخدم لإيجاد مجموعات من البيانات المتكررة في صفقات قواعد البيانات.
نقدّم في هذا البحث تحسيناً جديداً لخوارزمية الأسبقية بتخفيض توليد مجموعات بنود
البيانات المُرشّحة مما يؤدي إلى زيادة فعّالية خوارزمية الأسبقية.
Association Rules is an important field in Data Mining, which is
used to discover useful knowledge from a massive databases.
Association Rules have been used to extract the information from
the database transactions, and Apriori Algorithm is a practical
application for Association Rules and it is used to find frequent
itemsets from database transactions. In this paper, we present a
new improving on Apriori Algorithm by reduction generating of
candidate itemsets and this leads to improving efficiency Apriori
Algorithm.
References used
LIU B, 2006- Web Data Mining. Springer-Verlag New York
HAN J and KAMBER M, 2006- Data Mining:Concepts and Techniques. Second ed, Elsevier Inc, United States of America
JAISHREE S, HARI R and SODHI J 2013 Improving Efficioncy of Apriori Algorithm Using Transaction Reduction International Journal of Scientific and Research Publications,Vol.3, Issue 1
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