Research commentary on recommendations with side information: A survey and research directions

Z Sun, Q Guo, J Yang, H Fang, G Guo, J Zhang… - Electronic Commerce …, 2019 - Elsevier
Recommender systems have become an essential tool to help resolve the information
overload problem in recent decades. Traditional recommender systems, however, suffer …

Web data extraction, applications and techniques: A survey

E Ferrara, P De Meo, G Fiumara… - Knowledge-based …, 2014 - Elsevier
Abstract Web Data Extraction is an important problem that has been studied by means of
different scientific tools and in a broad range of applications. Many approaches to extracting …

Cross domain recommender systems: A systematic literature review

MM Khan, R Ibrahim, I Ghani - ACM Computing Surveys (CSUR), 2017 - dl.acm.org
Cross domain recommender systems (CDRS) can assist recommendations in a target
domain based on knowledge learned from a source domain. CDRS consists of three …

Cross-domain recommender systems

I Cantador, I Fernández-Tobías, S Berkovsky… - Recommender systems …, 2015 - Springer
The proliferation of e-commerce sites and online social media has allowed users to provide
preference feedback and maintain profiles in multiple systems, reflecting a variety of their …

A unified framework for cross-domain and cross-system recommendations

F Zhu, Y Wang, J Zhou, C Chen, L Li… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Cross-Domain Recommendation (CDR) and Cross-System Recommendation (CSR) have
been proposed to improve the recommendation accuracy in a target dataset …

Alleviating the new user problem in collaborative filtering by exploiting personality information

I Fernández-Tobías, M Braunhofer, M Elahi… - User Modeling and User …, 2016 - Springer
The new user problem in recommender systems is still challenging, and there is not yet a
unique solution that can be applied in any domain or situation. In this paper we analyze …

[PDF][PDF] Cross-domain recommender systems: A survey of the state of the art

I Fernández-Tobías, I Cantador… - … on information retrieval, 2012 - academia.edu
Cross-domain recommendation is an emerging research topic. In the last few years an
increasing amount of work has been published in various areas related to the …