A Biterm Topic Model for Short Texts

WWW
2013-05
7640
小木 发布于 2017/02/06 09:56:52
主题模型,LDA

BPR: Bayesian Personalized Ranking from Implicit Feedback

UAI
2009-09
6628
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

Optimizing Semantic Coherence in Topic Models

EMNLP
2011-07
4342
小木 发布于 2017/02/06 09:57:05
主题模型,LDA,主题模型评价

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

POI recommendation,Visual contents,Location-based Social Networks

BPR: Bayesian Personalized Ranking from Implicit Feedback

Conference on Uncertainty in Artificial Intelligence
2009-12
3714
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
3614
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
3419
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

Collaborative Filtering for Implicit Feedback Datasets

协同过滤,隐式反馈,WRMF

Syntactic Topic Models

NIPS
2009-09
3273
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

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

WWW
2016-09
3173
Vanessa He 发布于 2017/05/23 16:46:14
Recommender Systems,Fashion Evolution,Personalized Ranking,Visual Dimensions

Learning From Crowds

Journal of Machine Learning Research
2010-10
3163
小木 发布于 2017/05/14 23:57:48
信息融合,众包,数据标注

Crowdsourced Data Management: A Survey

TKDE
2016-09
3057
小木 发布于 2017/04/20 20:50:51
众包,信息融合,综述

Multilevel Bayesian Models of Categorical Data Annotation

Unpublished manuscript
2008-09
3014
小木 发布于 2017/05/14 23:58:14
数据标注,信息融合,贝叶斯,统计

A solution to the single-question crowd wisdom problem

Nature
2017-01
2878
小木 发布于 2017/02/06 09:57:16
信息融合,群体智慧

Bagging Predictors

Machine Learning
1996-07
2876
小木 发布于 2017/02/06 09:58:08
融合算法,融合信息