Time analysis of online consumer behavior by decision trees, GUHA association rules, and formal concept analysis

T Pitka, J Bucko, S Krajči, O Krídlo, J Guniš… - Journal of Marketing …, 2024 - Springer
Data analytics plays a significant role within the context of the digital business landscape,
particularly concerning online sales, aiming to enhance understanding of customer …

Predictive Analytics Techniques in Consumer Behaviour: A Literature Review

Y Xu, Y Ma, R Hu, H Wang - Advances in Economics, Management …, 2024 - ewadirect.com
Under fierce market competition, there is a need for enterprises to analyze and predict the
behavior of consumers in order to improve the market competitiveness. We find that in the …

Investigation of KNN and Decision Tree Induction Modelin Predicting Customer Buying Pattern

V Umarani - Proceedings of the First International Conference on …, 2021 - eudl.eu
Abstract Machine Learning Techniques is playing a key role in almost all domains. More
specifically its role in ecommerce industry is inevitable since these techniques are able to …

Segmenting Customers with Data Analytics Tools: Understanding and Engaging Target Audiences

T Pitka, J Bucko - Acta Informatica Pragensia, 2023 - ceeol.com
This paper presents a decision support system for identifying customer typology using
cluster analysis to segment relevant customers. The approach is demonstrated using data …

Rethinking Student Off-Campus Housing Design: Investigating Factors that Influence Off-Campus Housing Selection and Residential Satisfaction

N Wei - 2022 - search.proquest.com
This quantitative survey study investigated factors that influence off-campus student housing
selection and residential satisfaction. Data from 733 full-time students living in the University …

Comparative Analysis of Machine Learning Algorithms for Predicting Mobile Price

D Vamsi, S Mehrotra - … on Information and Communication Technology for …, 2023 - Springer
While buying new mobile, deciding whether a mobile with given features is worth its price
often takes time. The main theme of this paper is presenting a comparative analysis of the …

MEMAHAMI NIAT PEMBELIAN KONSUMEN RITEL KECIL INFORMAL: PENDEKATAN DATA MINING DENGAN DECISION TREE

Y Religia, M Ridwan, IP Pujiono - Journal of Economic, Business …, 2023 - ojs.unsiq.ac.id
Penelitian ini mengenai analisis niat pembelian konsumen dalam bisnis ritel kecil informal
di negara berkembang. Penggunaan metode Decision Tree dalam data mining menjadi …