مقاله یادگیری عمیق برای توصیه های آگاهانه در شبکه های اجتماعی

عنوان مقاله فارسی: یادگیری عمیق برای توصیه های آگاهانه در شبکه های اجتماعی عنوان مقاله لاتین: On Deep Learning for Trust-Aware Recommendations in Social Networks نویسندگان: Shuiguang Deng; Longtao Huang; Guandong Xu; Xindong Wu; Zhaohui Wu تعداد صفحات: 13 سال انتشار: 2017 زبان: لاتین Abstract: With the emergence of online social networks, the social network-based recommendation approach is popularly used. The major benefit of this approach is the ability of dealing with the problems with cold-start users. In addition to social networks, user trust information also plays an important role to obtain reliable recommendations. Although matrix factorization (MF) becomes dominant in recommender systems, the recommendation largely relies on the initialization of the user and item