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Research commentary on recommendations with side information: A survey and research directions
Recommender systems have become an essential tool to help resolve the information
overload problem in recent decades. Traditional recommender systems, however, suffer …
overload problem in recent decades. Traditional recommender systems, however, suffer …
Web data extraction, applications and techniques: A survey
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 …
different scientific tools and in a broad range of applications. Many approaches to extracting …
Cross domain recommender systems: A systematic literature review
Cross domain recommender systems (CDRS) can assist recommendations in a target
domain based on knowledge learned from a source domain. CDRS consists of three …
domain based on knowledge learned from a source domain. CDRS consists of three …
Cross-domain recommender systems
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 …
preference feedback and maintain profiles in multiple systems, reflecting a variety of their …
A unified framework for cross-domain and cross-system recommendations
Cross-Domain Recommendation (CDR) and Cross-System Recommendation (CSR) have
been proposed to improve the recommendation accuracy in a target dataset …
been proposed to improve the recommendation accuracy in a target dataset …
Alleviating the new user problem in collaborative filtering by exploiting personality information
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 …
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
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 …
increasing amount of work has been published in various areas related to the …