BPR: Bayesian Personalized Ranking from Implicit Feedback

UAI
2009-09
4284
小木 发布于 2017/02/14 22:15:49
个性化推荐,贝叶斯,矩阵分解,统计

A Biterm Topic Model for Short Texts

WWW
2013-05
4146
小木 发布于 2017/02/06 09:56:52
主题模型,LDA

What Your Images Reveal- Exploiting Visual Contents for Point-of-Interest Recommendation

POI recommendation,Visual contents,Location-based Social Networks

Optimizing Semantic Coherence in Topic Models

EMNLP
2011-07
2477
小木 发布于 2017/02/06 09:57:05
主题模型,LDA,主题模型评价

Collaborative Filtering for Implicit Feedback Datasets

协同过滤,隐式反馈,WRMF

BPR: Bayesian Personalized Ranking from Implicit Feedback

Conference on Uncertainty in Artificial Intelligence
2009-12
2267
Vanessa He 发布于 2017/02/27 21:06:29
个性化排序,贝叶斯优化准则,LearnBPR学习算法,矩阵分解,BPRMF

Explicit factor models for explainable recommendation based on phrase-level sentiment analysis

ACM
2014-07
2253
Vanessa He 发布于 2017/10/16 09:46:29
Recommender Systems,Sentiment Analysis,Collaborative Filtering,Recommendation Explanation

A Partial-Order-Based Model to Estimate Individual Preferences using Panel Data

Management Science
2017-04
2249
Vanessa He 发布于 2017/06/15 20:17:08
nonparametric choice models,inertia in choice,brand loyalty,panel data,partial-orders,customized promotions ,personalized predictions

Point-of-Interest Recommendation in Location Based Social Networks with Topic and Location Awareness

Location-Based Social Networks, Recom- mender systems, Topic modeling

Ups and Downs: Modeling the Visual Evolution of Fashion Trends with One-Class Collaborative Filtering

WWW
2016-09
1707
Vanessa He 发布于 2017/05/23 16:46:14
Recommender Systems,Fashion Evolution,Personalized Ranking,Visual Dimensions

Economic Recommendation with Surplus Maximization

2016 International Conference on World Wide Web
2016-04
1634
Vanessa He 发布于 2017/11/23 15:54:05
Total Surplus Maximization,Online Service Allocation,Computational Economics,Recommendation Systems; Web-based Services

Exploring Temporal Effects for Location Recommendation on Location-Based Social Networks

RecSys
2013-11
1513
Vanessa He 发布于 2017/06/08 21:55:42
Location Recommendation, Location-Based Social Networks, Temporal Effects

Syntactic Topic Models

NIPS
2009-09
1510
小木 发布于 2017/05/06 09:55:27
LDA,主题模型,非词袋模型,非参数模型

Who should you follow? Combining learning to rank with social influence for informative friend recommendation

DSS(Decision Support Systems)
2016-06
1475
Vanessa He 发布于 2017/06/08 22:05:33
Recommendation systems,Learning to rank,Social influence,Matrix factorization,friend recommendation

Learning From Crowds

Journal of Machine Learning Research
2010-10
1473
小木 发布于 2017/05/14 23:57:48
信息融合,众包,数据标注