Session-Based Recommendations for e-Commerce with Graph-Based Data Modeling

Session-Based Recommendations for e-Commerce with Graph-Based Data Modeling

Conventional recommendation methods such as collaborative filtering cannot be applied when long-term user models are not available. In this paper, we propose two session-based recommendation methods for anonymous browsing in a generic e-commerce framework. We represent the data using a graph where i...

Бүрэн тодорхойлолт

Номзүйн дэлгэрэнгүй
Үндсэн зохиолчид: Marina Delianidi, Konstantinos Diamantaras, Dimitrios Tektonidis, Michail Salampasis
Формат: Өгүүллэг
Хэл сонгох:English
Хэвлэсэн: MDPI AG 2022-12-01
Цуврал:Applied Sciences
Нөхцлүүд:
recommender systems
session-based recommendations
e-commerce
data and web mining
item co-occurrence
graph data model
Онлайн хандалт:https://www.mdpi.com/2076-3417/13/1/394

Интернэт

https://www.mdpi.com/2076-3417/13/1/394

Ижил төстэй зүйлс