Modelling Relational Data using Bayesian Clustered Tensor Factorization

NIPS
2009-09
1959
小木 发布于 2017/04/24 10:27:12
Tensor Factorization, Clustering, Bayesian

The Multidimensional Wisdom of Crowds

NIPS
2010-09
1983
小木 发布于 2017/05/04 17:26:50
众包,信息融合,数据标注

Hidden Topic Markov Models

AISTATS
2007-09
1768
小木 发布于 2017/05/05 20:51:33
LDA,主题模型

Topic Modeling: Beyond Bag-of-Words

ICML
2006-09
2146
小木 发布于 2017/05/05 21:24:45
LDA,主题模型

Syntactic Topic Models

NIPS
2009-09
2831
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

Learning From Crowds

Journal of Machine Learning Research
2010-10
2738
小木 发布于 2017/05/14 23:57:48
信息融合,众包,数据标注

Multilevel Bayesian Models of Categorical Data Annotation

Unpublished manuscript
2008-09
2620
小木 发布于 2017/05/14 23:58:14
数据标注,信息融合,贝叶斯,统计

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
2898
Vanessa He 发布于 2017/05/23 16:46:14
Recommender Systems,Fashion Evolution,Personalized Ranking,Visual Dimensions

Informational Friend Recommendation in Social Media

SIGIR
2013-07
1941
Vanessa He 发布于 2017/06/08 21:39:20
Friend Recommendation, Informational Utility, Diversity

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

RecSys
2013-11
2325
Vanessa He 发布于 2017/06/08 21:55:42
Location Recommendation, Location-Based Social Networks, Temporal Effects

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

DSS(Decision Support Systems)
2016-06
2316
Vanessa He 发布于 2017/06/08 22:05:33
Recommendation systems,Learning to rank,Social influence,Matrix factorization,friend recommendation

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

Management Science
2017-04
3214
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

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

ACM
2014-07
3327
Vanessa He 发布于 2017/10/16 09:46:29
Recommender Systems,Sentiment Analysis,Collaborative Filtering,Recommendation Explanation

SustainMe if you can: Sustainable transmission networking design for Big Data

IEEE INFOCOM
2016-04
1968
Jade 发布于 2017/10/22 00:22:42
Big Data; Energy efficiency; Service Resiliency, Survivable routing; Shared backup path protection; ILP