Customer purchase prediction and product recommendations

QR Code

Customer purchase prediction and product recommendations

Understanding customer behaviour is important for businesses that seeking growth and sustainability in today’s competitive market. This project has three main objectives where the first objective is to develop a customer purchase prediction model to estimate the probability of future purchases. T...

Full description

Bibliographic Details
Main Author:	Wong, Ji Hin
Format:	Final Year Project / Dissertation / Thesis
Published:	2024
Subjects:	T Technology (General)
Online Access:	http://eprints.utar.edu.my/7011/ http://eprints.utar.edu.my/7011/1/fyp_CS_2024_WJH.pdf

Similar Items

Predicting Category Purchase Behaviour: An Analysis of Image-Enhancing Products and Customer Personality Traits
by: Zlatic, Karly
Published: (2018)

Chatbot - beauty skin care products recommendations
by: Liew, Yi Kei
Published: (2021)

Chatbot for clothing recommendations
by: Wong, Qin Yi
Published: (2023)

Sentiment based anime recommendation system
by: Wong, Tze-Qing, Sarah
Published: (2024)

Customers’ Intention to Purchase Halal Products in Malaysia: A Case of Non-Muslims
by: Yeow, Chin Chai
Published: (2019)

Product recommendation using deep learning in computer vision
by: Mogan, Sharvinteraan Carberry, et al.
Published: (2023)

Factors Determining the Customers' Intention to Purchase OTC Products through E-Pharmacies
by: R., Krishnadas, et al.
Published: (2022)

Product Recommendation System (Targeted Recommendation using Deep Learning in Computer Vision)
by: Sharvinteraan, C. Mogan
Published: (2023)

Customer attitudes on customer purchase intention towards adulterants cosmetic products / Nor Fadzilla Zainal Abidin
by: Zainal Abidin, Nor Fadzilla
Published: (2018)

News RSS with stock recommender
by: Chin, Zhi Yi
Published: (2024)

Purchase Intention Towards Ready-Made and Custom-Made Products in Textile and Apparel Industry
by: Ng, Shi Jie
Published: (2019)

Tropical crops planting recommendation system
by: Sahibin, Siti Safura Yasmin, et al.
Published: (2011)

A customized non-exclusive clustering algorithm for news recommendation systems
by: Ibrahim, Hamidah, et al.
Published: (2019)

Recommend or not: a comparative analysis of customer reviews to uncover factors influencing explicit online recommendation behavior in peer-to-peer accommodation
by: Ding, Kai, et al.
Published: (2024)

Predicting halal cosmetics purchase intention among consumers in Johor Darul Takzim
by: Abd Aziz, Noreen Noor
Published: (2021)

Telco recommendation based on speed test data
by: Chia, Zhen Yik
Published: (2023)

The influence of brand trust on customer purchase behavior : Mediating digital interactions on instagram
by: Pane, Angelina, et al.
Published: (2024)

Development of sand production prediction computer model
by: Samsuri, Ariffin, et al.
Published: (2001)

The usage of live streaming in affecting customer purchase intention
by: Chen, Bonian
Published: (2023)

Factors influencing customer’s online purchase intention amongst Generation Z
by: Chong, Wan Sin, et al.
Published: (2022)

Impact of sales promotion on customer intention to purchase high involvement product / Teck-Weng Jee
by: Jee, Teck-Weng
Published: (2018)

Discussions and recommendations
by: Abd. Rokis, Rohaiza, et al.
Published: (2013)

Predicting Customer Buying Decisions for Online Shopping with Unbalanced Data Set
by: Yap, Chau Tean
Published: (2022)

Shopping recommender system for University students
by: Lim, Woon Sheng
Published: (2024)

Hotel recommendation system with machine learning
by: Pang, Chi Chong
Published: (2023)

Embedded learning for leveraging multi-aspect in rating prediction of personalized recommendation
by: Khairudin, Nurkhairizan, et al.
Published: (2018)

Social Media Factors and Purchase Intention of Beauty Products in Mauritius
by: Lim, Kim Yew, et al.
Published: (2019)

Predicting muslim consumers’ purchase intention of previously retracted and recertified halal products
by: Mohd Yunus, Nurul Syuhada, et al.
Published: (2019)

Appraising Customer Retention Strategies Employed By Malaysian Companies With Strategic Recommendations For Its Improvement
by: Abdul Rahman M, Alaliani Reem
Published: (2009)

Appraising Customer Retention Strategies Employed By Malaysian Companies With Strategic Recommendations For Its Improvement
by: Abdulrahman M, Alaliani Reem
Published: (2009)

The influence of emotional labour strategies on customer satisfaction and word of mouth recommendations in group tours
by: Lee, Shin Ying, et al.
Published: (2014)

Innovative Packaging Attributes and Customer Purchase Intention in Snack Foods
by: Song, Xiaokang, et al.
Published: (2018)

K-Means Clustering Approach for Intelligent Customer Segmentation Using Customer Purchase Behavior Data
by: Kayalvily, Tabianan, et al.
Published: (2022)

Factor influencing customer online purchase intention in cosmetic products / Nur Shafiqa Muhammad Marzuki
by: Muhammad Marzuki, Nur Shafiqa
Published: (2019)

The impact of packaging element towards customer purchasing behavior for Agromas products / Amir Haziq Zaini
by: Zaini, Amir Haziq
Published: (2014)

Influence of consumer's knowledge in skin care product on purchase intention
by: Wong, Chui Yi
Published: (2023)

PEER COMMUNICATIONS INFLUENCE ON PURCHASE INTENTION OF BEAUTY PRODUCTS
by: Wong, Wen Chee, et al.
Published: (2023)

Music by actions: a music recommender based on activity recognition
by: Ong, Kian Shon
Published: (2022)

Modern fruits web store with personalized recommender system
by: Lim, Jun Peng
Published: (2023)

Collaborative recommender system for online jewelry store
by: Hon, Morris Mao Ning
Published: (2015)