[HTML][HTML] IBCFaiCDR: Auxiliary data-driven item-based collaborative filtering in cross-domain RSs to address user cold start problem

R Patel, P Thakkar - Results in Engineering, 2024 - Elsevier
Abstract The adoption of Recommender Systems (RSs) in various services is imperative in
the present era. One of the inherent challenge faced by RSs is the user cold start problem …

Jointly modeling user and item reviews by CNN for multi-domain recommendation

Y Cai, S Dong, J Hu - Information Retrieval: 24th China Conference, CCIR …, 2018 - Springer
With the rapid development of e-commerce platforms, the change of shopping ways brings
people more choices as well as the overload of the information when shopping …

[PDF][PDF] Facebook interactions utilization for addressing recommender systems cold start problem across system domain

MM Khan, R Ibrahim, M Younas, I Ghani… - Journal of Internet …, 2018 - jit.ndhu.edu.tw
Recommender systems face cold start problem at the time of inception which researchers
have addressed by transferring rating knowledge from auxiliary to target domain, hence …

Knowledge Adaptation for Cross-Domain Opinion Mining

RK Singh, MK Sachan, RB Patel - 2021 8th International …, 2021 - ieeexplore.ieee.org
Automatic opinion mining of web 2.0 texts is critical for understanding people's viewpoints
and assisting them in making informed decisions. Trained machines perform well in the …