Planning Marketing Strategies in Small-Scale Business Using Data Analysis

AMP Fernando, A Adhikari… - 2022 3rd …, 2022 - ieeexplore.ieee.org
The proposed research work develops a system focused on business opportunities to
enhance market returns and improve marketing strategies and new strategies by identifying …

Survey on frequent item-set mining approaches in market basket analysis

A Maske, B Joglekar - 2018 fourth international conference on …, 2018 - ieeexplore.ieee.org
Market basket analysis is one of the important method generally used in data mining. It
analyzes customer purchasing behavior. It is a process to find relationship or association …

Analysis of behavioural data of customer for the E-commerce platform by using machine learning approach

A Maurya, S Pratap, P Pratap… - 2023 International …, 2023 - ieeexplore.ieee.org
This research analyses the effect of numerous factors that allow E-commerce platforms to
obtain previous knowledge about customer purchase tendencies. This research improves …

Enhancing Customer Experience and Sales Performance in a Retail Store Using Association Rule Mining and Market Basket Analysis

D Rajan - 2023 14th International Conference on Computing …, 2023 - ieeexplore.ieee.org
The retail business grows steadily year after year andemploys an abounding amounts of
people globally, especially with the soaring popularity of online shopping. The competitive …

Customer-Based Market Segmentation Using Clustering in Data mining

N Tressa, V Asha, P Kumar, O Shree… - … on Intelligent Data …, 2024 - ieeexplore.ieee.org
This research study aims to utilize predictive modelling and data mining to develop market
and customer segments for effective marketing strategies. Market segmentation recognizes …

Association rule mining on market basket dataset using Apriori algorithm

K Salgotra, A Tiwari, D Singhal, A Singh - AIP Conference Proceedings, 2024 - pubs.aip.org
Currently, various aspects of the Retail Industry are facilitated by Machine Learning. Using
artificial intelligence (AI) and machine learning (ML), the retail industry benefits from several …

An algorithmic approach for mining customer behavior prediction in market basket analysis

AR Maske, B Joglekar - Innovations in Computer Science and Engineering …, 2019 - Springer
Market basket analysis is the search for data that contain customer purchasing items. Market
basket analysis is a process of showing the correlation between the data with respect to …

Classification of Customers Based on Classifications of their Category Using Machine Learning

SS Mehboob, T Niharika, K Guntapalli… - 2024 IEEE …, 2024 - ieeexplore.ieee.org
In today's data-driven business world, it is essential for companies trying to gain a
competitive edge to understand customer behavior. Customer analysis and segmentation …

Product Recommendation based on Customer Segmentation Engine

S Chellaboina, M Gembali - 2022 2nd International …, 2022 - ieeexplore.ieee.org
In today's competitive market, it's critical to comprehend customer behavior and categorize
customers according to their demographics and purchasing habits. This is an important part …

Basket Market Analysis Using R-Based Apriori Algorithm to Find Information from Sales Data

I Yustiana, I Sutarha… - INTERNATIONAL …, 2021 - inter-journal.nusaputra.ac.id
Abstract Market Basket Analysis is a data mining technique that is used to determine which
products a customer will buy simultaneously by analyzing a list of customer transactions. By …