Logo
  • Home
  • About Us
    • Aim and Scope
    • Research Area
    • Impact Factor
    • Indexing
  • For Authors
    • Authors Guidelines
    • How to publish paper?
    • Download Paper format
    • Submit Manuscript
    • Processing Charges
    • Download Copyrights Form
    • Submit Payment-Copyrights
  • Archives
    • Current Issues
    • Past Issues
    • Conference Issues
    • Special Issues
    • Advance Search
  • IJARIIE Board
    • Join as IJARIIE Board
    • Advisory Board
    • Editorial Board
    • Sr. Reviewer Board
    • Jr. Reviewer Board
  • Proposal
    • Conferece Proposal
    • Special Proposal
    • Faqs
  • Contact Us
  • Payment Detail

Call for Papers:Vol.11 Issue.4

Submission
Last date
28-Aug-2025
Acceptance Status In One Day
Paper Publish In Two Days
Submit ManuScript

News & Updates

Submit Article

Dear Authors, Article publish in our journal for Volume-11,Issue-4. For article submission on below link: Submit Manuscript


Join As Board

Dear Reviewer, You can join our Reviewer team without given any charges in our journal. Submit Details on below link: Join As Board


Paper Publication Charges

IJARIIE APP
Download Android App

For Authors

  • How to Publish Paper
  • Submit Manuscript
  • Processing Charges
  • Submit Payment

Archives

  • Current Issue
  • Past Issue

IJARIIE Board

  • Member Of Board
  • Join As Board

Downloads

  • Authors Guidelines
  • Manuscript Template
  • Copyrights Form

Android App

Download IJARIIE APP
  • Authors
  • Abstract
  • Citations
  • Downloads
  • Similar-Paper

Authors

Title: :  Customer Segmentation: Types of Models and Clustering Techniques
PaperId: :  19864
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 9 Issue 2 2023
DUI:    16.0415/IJARIIE-19864
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Pratik Jitendra GhardePriyadarshini Collège of Engineering, Nagpur
Professor Harshad KubadePriyadarshini Collège of Engineering, Nagpur
Aman Amit PandeyPriyadarshini Collège of Engineering, Nagpur
Tushar Dilip FulbandhePriyadarshini Collège of Engineering, Nagpur
Sanskruti Ratnakar HedaooPriyadarshini Collège of Engineering, Nagpur
Kiran Sharad RehpadePriyadarshini Collège of Engineering, Nagpur

Abstract

Information Technology
Customer Segmentation, Random Forest, KNN, SVM, Customer Models
Nowadays, online shopping has increased massively as customers can buy their desired items from the comfort of their homes with just one click. Since most of the purchases are made online, the online market has increased a lot in recent years, and the data that is collected there has also increased tremendously. This data can be used to find out what customers want, what kind of customers buy their product, and what kind of customers to focus on. One way to use the data and learn more about the customer is through customer segmentation. Customer segmentation is used to divide customers into groups based on factors such as age, gender, shopping habits, etc. In this work, machine learning algorithms such as support vector machine, random forest algorithm, and knn were tried and random forest had an accuracy of 89.6% and was used to develop the model. The dataset used contained more than 4000 entries and 8 attributes, which helped to increase the accuracy.

Citations

Copy and paste a formatted citation or use one of the links to import into a bibliography manager and reference.

IJARIIE Pratik Jitendra Gharde, Professor Harshad Kubade, Aman Amit Pandey, Tushar Dilip Fulbandhe, Sanskruti Ratnakar Hedaoo, and Kiran Sharad Rehpade. "Customer Segmentation: Types of Models and Clustering Techniques" International Journal Of Advance Research And Innovative Ideas In Education Volume 9 Issue 2 2023 Page 2706-2713
MLA Pratik Jitendra Gharde, Professor Harshad Kubade, Aman Amit Pandey, Tushar Dilip Fulbandhe, Sanskruti Ratnakar Hedaoo, and Kiran Sharad Rehpade. "Customer Segmentation: Types of Models and Clustering Techniques." International Journal Of Advance Research And Innovative Ideas In Education 9.2(2023) : 2706-2713.
APA Pratik Jitendra Gharde, Professor Harshad Kubade, Aman Amit Pandey, Tushar Dilip Fulbandhe, Sanskruti Ratnakar Hedaoo, & Kiran Sharad Rehpade. (2023). Customer Segmentation: Types of Models and Clustering Techniques. International Journal Of Advance Research And Innovative Ideas In Education, 9(2), 2706-2713.
Chicago Pratik Jitendra Gharde, Professor Harshad Kubade, Aman Amit Pandey, Tushar Dilip Fulbandhe, Sanskruti Ratnakar Hedaoo, and Kiran Sharad Rehpade. "Customer Segmentation: Types of Models and Clustering Techniques." International Journal Of Advance Research And Innovative Ideas In Education 9, no. 2 (2023) : 2706-2713.
Oxford Pratik Jitendra Gharde, Professor Harshad Kubade, Aman Amit Pandey, Tushar Dilip Fulbandhe, Sanskruti Ratnakar Hedaoo, and Kiran Sharad Rehpade. 'Customer Segmentation: Types of Models and Clustering Techniques', International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 2, 2023, p. 2706-2713. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Customer_Segmentation__Types_of_Models_and_Clustering_Techniques_ijariie19864.pdf (Accessed : ).
Harvard Pratik Jitendra Gharde, Professor Harshad Kubade, Aman Amit Pandey, Tushar Dilip Fulbandhe, Sanskruti Ratnakar Hedaoo, and Kiran Sharad Rehpade. (2023) 'Customer Segmentation: Types of Models and Clustering Techniques', International Journal Of Advance Research And Innovative Ideas In Education, 9(2), pp. 2706-2713IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Customer_Segmentation__Types_of_Models_and_Clustering_Techniques_ijariie19864.pdf (Accessed : )
IEEE Pratik Jitendra Gharde, Professor Harshad Kubade, Aman Amit Pandey, Tushar Dilip Fulbandhe, Sanskruti Ratnakar Hedaoo, and Kiran Sharad Rehpade, "Customer Segmentation: Types of Models and Clustering Techniques," International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 2, pp. 2706-2713, Mar-App 2023. [Online]. Available: https://ijariie.com/AdminUploadPdf/Customer_Segmentation__Types_of_Models_and_Clustering_Techniques_ijariie19864.pdf [Accessed : ].
Turabian Pratik Jitendra Gharde, Professor Harshad Kubade, Aman Amit Pandey, Tushar Dilip Fulbandhe, Sanskruti Ratnakar Hedaoo, and Kiran Sharad Rehpade. "Customer Segmentation: Types of Models and Clustering Techniques." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 9 number 2 ().
Vancouver Pratik Jitendra Gharde, Professor Harshad Kubade, Aman Amit Pandey, Tushar Dilip Fulbandhe, Sanskruti Ratnakar Hedaoo, and Kiran Sharad Rehpade. Customer Segmentation: Types of Models and Clustering Techniques. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2023 [Cited : ]; 9(2) : 2706-2713. Available from: https://ijariie.com/AdminUploadPdf/Customer_Segmentation__Types_of_Models_and_Clustering_Techniques_ijariie19864.pdf
BibTex EndNote RefMan RefWorks

Number Of Downloads



Save in Google Drive

Similar-Paper

TitleArea of ResearchAuther NameAction
QUANTIFYING THE EFFECTS OF EMOTIVE VS. DENOTATIVE LANGUAGE PROMPTS ON CHATGPT-3.5 RESPONSES: INSIGHTS FROM UTA STUDENTSTechnology in EducationMohamed Ataieb Hmouma Download
The Farmer PortalInformation TechnologySakshi Yede Download
DYNAMIC MULTI-KEY AUTHENTICATION FOR IOT SYSTEM USING SECURE VAULTSInformation Science EngineeringVinay M G Download
Eye Glaucoma Detection Using Machine LearningInformation Science & Engineering Uday M B Download
The Shift to Electronic Payment Methods in Commercial Banks: Benefits and ChallengesDigital BankingEssam Zaid Shoaib Al-Dabbashi Download
DEEP ADAPTIVE FEATURE FUSION FOR ORIGIN DESTINATION PASSENGER FLOW FORECASTING IN MASS EVENTSInformation TechnologyBHUKYA RAJAKUMAR Download
REAL TIME EMERGENCY VEHICLE DETECTION USING MACHINE LEARNINGComputer Science and EngineeringAravinthkumar A Download
COLLEGIUMBOT: AN AI-DRIVEN CHATBOT FOR ENHANCING STUDENT ENGAGEMENT AND CAMPUS LIFE THROUGH VOICE-BASED INTERACTIONInformation TechnologySIVASANKAR CHITTOOR Download
AUTOMATED VIDEO TEXT EXTRACTION AND SUMMARIZATION SYSTEM USING LSTM NETWORKSInformation TechnologyT SUNDARARAJULU Download
BLOOD GROUP DETECTION USING FINGERPRINTInformation TechnologyN ANITHA Download
SOLAR RADIATION PREDICTION USING MACHINE LEARNINGInformation TechnologyM RAM KUMAR Download
DEFENDING AGAINST POISONING ATTACKS IN FEDERATED LEARNING WITH BLOCKCHAININFORMATION TECHNOLOGYT.SUNDARARAJULU. Download
DEEP CONVOLUTIONAL NEURAL NETWORK FOR ROBUST DETECTION OF OBJECT-BASED FORGERIES IN ADVANCED VIDEOINFORMATION TECHNOLOGYD.VISWASAHITYA Download
SMART CAR PRICE PREDICTOR USING MACHINE LEARNINGINFORMATION TECHNOLOGYS.JASMIN Download
SUPERVISED LEARNING MODEL INSIGHTS AND EVALUATIONInformation TechnologyB. RAJA KUMAR Download
12
For Authors
  • Submit Paper
  • Processing Charges
  • Submit Payment
Archive
  • Current Issue
  • Past Issue
IJARIIE Board
  • Member Of Board
  • Join As Board
Privacy and Policy
Follow us

Contact Info
  • +91-8401209201 (India)
  • +86-15636082010 (China)
  • ijariiejournal@gmail.com
  • M-20/234 Ami Appt,
    Nr.Naranpura Tele-Exch,
    Naranpura,
    Ahemdabad-380063
    Gujarat,India.
Copyright © 2025. IJARIIE. All Rights Reserved.