A Study about E-Commerce Based on Customer Behaviors

E-commerce is one of the new virtual technologies that make life simpler for both traders, marketers, and customers. However, the main problem for the seller was how to know customer's intentions when they enter the website. This paper proposed to predict whether customers make a purchase or no...

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Main Authors: Zainab Mohammed, Suhad Kadhem
Format: Article
Language:English
Published: Unviversity of Technology- Iraq 2021-07-01
Series:Engineering and Technology Journal
Subjects:
Online Access:https://etj.uotechnology.edu.iq/article_169365_65d829796e0107531e536c19edea4d22.pdf
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author Zainab Mohammed
Suhad Kadhem
author_facet Zainab Mohammed
Suhad Kadhem
author_sort Zainab Mohammed
collection DOAJ
description E-commerce is one of the new virtual technologies that make life simpler for both traders, marketers, and customers. However, the main problem for the seller was how to know customer's intentions when they enter the website. This paper proposed to predict whether customers make a purchase or not from their previous behaviors.  Therefore, this paper aims to predict the intentions of users that using online -shopping. the main aim of this study is to highlight customer behaviors to predict purchases and make a compression between the works that are related to the subject of this paper to conclude and suggest the best method to predict purchasing in e-commerce treading that depends on customer behaviors.
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spelling doaj.art-2dd78ce53de14bd1a99c7b4dd18f160f2024-02-01T07:17:54ZengUnviversity of Technology- IraqEngineering and Technology Journal1681-69002412-07582021-07-013971060106810.30684/etj.v39i7.1631169365A Study about E-Commerce Based on Customer BehaviorsZainab Mohammed0Suhad Kadhem1Computer Science Department, University Of Technology - IraqComputer Science Department, University of Technology - IraqE-commerce is one of the new virtual technologies that make life simpler for both traders, marketers, and customers. However, the main problem for the seller was how to know customer's intentions when they enter the website. This paper proposed to predict whether customers make a purchase or not from their previous behaviors.  Therefore, this paper aims to predict the intentions of users that using online -shopping. the main aim of this study is to highlight customer behaviors to predict purchases and make a compression between the works that are related to the subject of this paper to conclude and suggest the best method to predict purchasing in e-commerce treading that depends on customer behaviors.https://etj.uotechnology.edu.iq/article_169365_65d829796e0107531e536c19edea4d22.pdfe-commercepurchasescustomers behaviorsmachine learningprediction
spellingShingle Zainab Mohammed
Suhad Kadhem
A Study about E-Commerce Based on Customer Behaviors
Engineering and Technology Journal
e-commerce
purchases
customers behaviors
machine learning
prediction
title A Study about E-Commerce Based on Customer Behaviors
title_full A Study about E-Commerce Based on Customer Behaviors
title_fullStr A Study about E-Commerce Based on Customer Behaviors
title_full_unstemmed A Study about E-Commerce Based on Customer Behaviors
title_short A Study about E-Commerce Based on Customer Behaviors
title_sort study about e commerce based on customer behaviors
topic e-commerce
purchases
customers behaviors
machine learning
prediction
url https://etj.uotechnology.edu.iq/article_169365_65d829796e0107531e536c19edea4d22.pdf
work_keys_str_mv AT zainabmohammed astudyaboutecommercebasedoncustomerbehaviors
AT suhadkadhem astudyaboutecommercebasedoncustomerbehaviors
AT zainabmohammed studyaboutecommercebasedoncustomerbehaviors
AT suhadkadhem studyaboutecommercebasedoncustomerbehaviors