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Title: :  SOTPNARM : SIZE OF TRANSACTION-BASED ON POSITIVE AND NEGATIVE ASSOCIATION RULE
PaperId: :  9515
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 5 Issue 1 2019
DUI:    16.0415/IJARIIE-9515
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
RAKOTOMANANA RenéDoctoral School of Science and Technic Engineering and Innovation ,Laboratory of Cognitive Sciences and Application, High School Of Polytechnical University in Antananarivo, Madagascar
ANDRIAMANOHISOA Hery ZODoctoral School of Science and Technic Engineering and Innovation ,Laboratory of Cognitive Sciences and Application, High School Of Polytechnical University in Antananarivo, Madagascar
ROBINSON MatioDoctoral School of Science and Technic Engineering and Innovation ,Laboratory of Cognitive Sciences and Application, High School Of Polytechnical University in Antananarivo, Madagascar

Abstract

Cognitive Sciences and Application Machine Learning
Association rule, Item, Item-sets, Size of Transaction, Item-sets positive, Item-sets negative, SOTPNARM
Association rules mining has many algorithm and technic to solve problems. Apriori algorithm is used in market data base. Support and Confidence are two values to calculate and must be compared with threshold minsupp and threshold minconf proposed by user. Improved algorithm about association rules tries to optimize the numbers of itemsets , the quality of association rules. One of the improved algorithm is the Size Of Transaction-based Association Rule Mining( SOTARM) . This paper shows how to extract item sets frequents positives and negatives using the size of transaction, named SOTPNARM. The aim of our proposed solution is not only the using of negative item in the transaction data base when the original item is unfrequented but the negation of the rare item can be among of the association rules found. We begin with the introduction that tells what sets are item frequent, itemsets frequents. Then the proposed solution using the size of transaction with example illustration followed the discussion about the results and we terminate with the conclusion and the perspective

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IJARIIE RAKOTOMANANA René, ANDRIAMANOHISOA Hery ZO, and ROBINSON Matio. "SOTPNARM : SIZE OF TRANSACTION-BASED ON POSITIVE AND NEGATIVE ASSOCIATION RULE" International Journal Of Advance Research And Innovative Ideas In Education Volume 5 Issue 1 2019 Page 658-665
MLA RAKOTOMANANA René, ANDRIAMANOHISOA Hery ZO, and ROBINSON Matio. "SOTPNARM : SIZE OF TRANSACTION-BASED ON POSITIVE AND NEGATIVE ASSOCIATION RULE." International Journal Of Advance Research And Innovative Ideas In Education 5.1(2019) : 658-665.
APA RAKOTOMANANA René, ANDRIAMANOHISOA Hery ZO, & ROBINSON Matio. (2019). SOTPNARM : SIZE OF TRANSACTION-BASED ON POSITIVE AND NEGATIVE ASSOCIATION RULE. International Journal Of Advance Research And Innovative Ideas In Education, 5(1), 658-665.
Chicago RAKOTOMANANA René, ANDRIAMANOHISOA Hery ZO, and ROBINSON Matio. "SOTPNARM : SIZE OF TRANSACTION-BASED ON POSITIVE AND NEGATIVE ASSOCIATION RULE." International Journal Of Advance Research And Innovative Ideas In Education 5, no. 1 (2019) : 658-665.
Oxford RAKOTOMANANA René, ANDRIAMANOHISOA Hery ZO, and ROBINSON Matio. 'SOTPNARM : SIZE OF TRANSACTION-BASED ON POSITIVE AND NEGATIVE ASSOCIATION RULE', International Journal Of Advance Research And Innovative Ideas In Education, vol. 5, no. 1, 2019, p. 658-665. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/SOTPNARM___SIZE_OF_TRANSACTION_BASED_ON_POSITIVE_AND_NEGATIVE_ASSOCIATION_RULE_ijariie9515.pdf (Accessed : 22 February 2024).
Harvard RAKOTOMANANA René, ANDRIAMANOHISOA Hery ZO, and ROBINSON Matio. (2019) 'SOTPNARM : SIZE OF TRANSACTION-BASED ON POSITIVE AND NEGATIVE ASSOCIATION RULE', International Journal Of Advance Research And Innovative Ideas In Education, 5(1), pp. 658-665IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/SOTPNARM___SIZE_OF_TRANSACTION_BASED_ON_POSITIVE_AND_NEGATIVE_ASSOCIATION_RULE_ijariie9515.pdf (Accessed : 22 February 2024)
IEEE RAKOTOMANANA René, ANDRIAMANOHISOA Hery ZO, and ROBINSON Matio, "SOTPNARM : SIZE OF TRANSACTION-BASED ON POSITIVE AND NEGATIVE ASSOCIATION RULE," International Journal Of Advance Research And Innovative Ideas In Education, vol. 5, no. 1, pp. 658-665, Jan-Feb 2019. [Online]. Available: http://ijariie.com/AdminUploadPdf/SOTPNARM___SIZE_OF_TRANSACTION_BASED_ON_POSITIVE_AND_NEGATIVE_ASSOCIATION_RULE_ijariie9515.pdf [Accessed : 22 February 2024].
Turabian RAKOTOMANANA René, ANDRIAMANOHISOA Hery ZO, and ROBINSON Matio. "SOTPNARM : SIZE OF TRANSACTION-BASED ON POSITIVE AND NEGATIVE ASSOCIATION RULE." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 5 number 1 (22 February 2024).
Vancouver RAKOTOMANANA René, ANDRIAMANOHISOA Hery ZO, and ROBINSON Matio. SOTPNARM : SIZE OF TRANSACTION-BASED ON POSITIVE AND NEGATIVE ASSOCIATION RULE. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2019 [Cited : 22 February 2024]; 5(1) : 658-665. Available from: http://ijariie.com/AdminUploadPdf/SOTPNARM___SIZE_OF_TRANSACTION_BASED_ON_POSITIVE_AND_NEGATIVE_ASSOCIATION_RULE_ijariie9515.pdf
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