From the tutorial published by Martin Ester in RecSys 2013 Future Research Directions --Recommendation in heterogeneous networks with more than 2 entity types    --How to recommend entities of one type to entities of another type? --Explanation of so…

目录 一.摘言 二.杂记 三.问题定义和一些准备工作 四.模型真思想 五.实验部分 六.参考文献 一.摘言 之前协同过滤利用user-item交互历史很好的表示了user和item.但是由于用户行为的稀疏性,效果提升有限. 随着社交网络的发展,social recommendation system被提出,利用user的周围邻居的偏好来减轻用户稀疏性,从而得到更好嵌入表示模型. 然而现在的社交网络推荐模型都是简单的利用周围邻居提出静态模型,而没有模拟信息在全局的循环传播过程,这很可能会提升推荐性…

SamWalker: Social Recommendation with Informative Sampling Strategy Authors: Jiawei Chen, Can Wang, Sheng Zhou, Qihao Shi, Yan Feng, Chun Chen WWW'19 浙江大学 目录 SamWalker: Social Recommendation with Informative Sampling Strategy 0. 总结 1. 研究目标 2. 问题背景 3.…

Conferences ACM SEACM Southeast Regional Conference ACM Southeast Regional Conference the oldest, continuously running, annual conference of the ACM. ACMSE provides an excellent forum for both faculty and students to present their research in a frien…

Autonomous_Vehicle_Paper_Reading_List 2018-07-19 10:40:08 Reference:https://github.com/ZRZheng/Autonomous_Vehicle_Paper_Reading_List A collection of papers focus on self-driving car. Many topics are covered including system architecture,computer viso…

Harvard Men’s Health Watch Poet and pastor John Donne famously proclaimed “No man is an island.” It was true in his day, and because society has become increasingly complex and interdependent over the ensuing 400 years, it’s certainly true today. Stu…

Cloud Migration Research:A Systematic Review Author Info: Pooyan Jamshidi PhD Postdoctoral Researcher Dublin City University· School of Computing Major: model-driven software architecture evolution PS: This paper is the first SLR(Systematic Literatur…

最近看了一些结合社会关系的推荐系统,把论文罗列一下: (TidalTrust) Generating predictive movie recommendations from trust in social networks. Springer'06 Trust-aware recommender systems. RecSys'07 TrustWalker: a random walk model for combining trust-based and item-based recomm…

最近在学深度学习相关的东西,在网上搜集到了一些不错的资料,现在汇总一下: Free Online Books  by Yoshua Bengio, Ian Goodfellow and Aaron Courville Neural Networks and Deep Learning42 by Michael Nielsen Deep Learning27 by Microsoft Research Deep Learning Tutorial23 by LISA lab, University…

ABSTRACT Recent technological advancement have led to a deluge of data from distinctive domains (e.g., health care and scientific sensors, user-generated data, Internet and financial companies, and supply chain systems) over the past two decades. The…