Learning personalized preference of strong and weak ties for social recommendation

X Wang, SCH Hoi, M Ester, J Bu, C Chen - Proceedings of the 26th …, 2017 - dl.acm.org
… In summary, no work so far brings the learning of personalized tie type preference to
social recommendation. This is no surprise, since the combination is very specific. …

User preference learning for online social recommendation

Z Zhao, H Lu, D Cai, X He… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
social recommendation from the viewpoint of online graph regularized user preference
Wang, “Incorporating heterogeneous information for personalized tag recommendation in social

Personalized recommendation combining user interest and social circle

X Qian, H Feng, G Zhao, T Mei - IEEE transactions on …, 2013 - ieeexplore.ieee.org
… [2] demonstrate that individual preference is also a significant factor in social network… social
recommendation area. The most salient feature of the shared datasets is that objective social

Personalized recommendation for online social networks information: Personal preferences and location-based community trends

S Khater, D Gračanin… - … on computational social …, 2017 - ieeexplore.ieee.org
social networks. It first introduces a model that provides better subscription to the user through
a dynamic personalized recommendation … suggestions provided by the social media to the …

Social recommendation with an essential preference space

CY Liu, C Zhou, J Wu, Y Hu, L Guo - … of the AAAI conference on artificial …, 2018 - ojs.aaai.org
… structural information, SREPS is able to learn latent vectors in the essential preference
space to produce personalized recommendations. Comprehensive experimental results on four …

Social recommendation based on users' attention and preference

J Chen, C Wang, Q Shi, Y Feng, C Chen - Neurocomputing, 2019 - Elsevier
… based on users’ preference and overlook the … and preference in social recommendation.
Besides, by analyzing four real-world social recommendation datasets, we observe that social

Online social trust reinforced personalized recommendation

Y Cheng, J Liu, X Yu - Personal and Ubiquitous Computing, 2016 - Springer
social trust and traditional offline social trust in facilitating personalized recommendation, …
Then, we predict the preference of a target user and personalize recommend item based on …

Personalized recommendation by exploring social users' behaviors

G Zhao, X Qian, H Feng - … , MMM 2014, Dublin, Ireland, January 6-10, 2014 …, 2014 - Springer
… of both individual preference and interpersonal influence. However, there is a main difference
between user interest factor in our model and individual preference in ContextMF [2]: we …

Enhancing personalized recommendation by implicit preference communities modeling

X Lin, M Zhang, Y Liu, S Ma - ACM Transactions on Information Systems …, 2019 - dl.acm.org
… ; thus, it is challenging to coordinate social information and rating behaviors for a same …
a recommendation model with Implicit Preference Communities from user ratings and social

A sentiment-enhanced personalized location recommendation system

D Yang, D Zhang, Z Yu, Z Wang - … conference on hypertext and social …, 2013 - dl.acm.org
recommendation by enhancing not only the user location preference model but also
recommendation … hybrid user location preference model by combining the preference extracted …