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...