2023
DOI: 10.17485/ijst/v16i19.94
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Implementation of Sequential Pattern Neural Classifier in E-Commerce Data Behavioral Characteristic Extraction

Abstract: Objectives: To present a framework for sequential pattern analysis using deep learning with behavioral characteristic extraction. This work intends to address the two major problems of accuracy and false positives predictions due to higher self-similarity in historical clicks. Methods: It implements sequenceaware recommenders for product recommendation using hybrid historical sequential pattern recommendation system (HSPRec) and hybrid sequential pattern based neural (HSPN) algorithm to take advantage of this … Show more

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