Learning From Crowds

Journal of Machine Learning Research
2010-10
3269
小木 发布于 2017/05/14 23:57:48
信息融合,众包,数据标注

Factorization vs. Regularization- Fusing Heterogeneous Social Relationships in Top-N Recommendation

Internet Research
2011-04
1526
Vanessa He 发布于 2017/02/13 16:30:56
Social relationships,membership,friendship, factorization, regularization

Optimizing Semantic Coherence in Topic Models

EMNLP
2011-07
4550
小木 发布于 2017/02/06 09:57:05
主题模型,LDA,主题模型评价

Crowdclustering

NIPS
2011-09
1656
小木 发布于 2017/04/22 10:40:50
众包,聚类

Improving Topic Coherence with Regularized Topic Models

NIPS
2011-09
2118
小木 发布于 2017/02/06 09:56:42
主题模型,LDA,正则项

Multi-Relational Matrix Factorization using Bayesian Personalized Ranking for Social Network Data

MRBPR,Recommender Systems, Cold-Start, Multi-Relational Learn-ing, Social Network, Matrix Factorization, Item Prediction, Item Recommendation, Ranking, Joint Factorization

Variational Inference for Crowdsourcing

NIPS
2012-11
2551
小木 发布于 2017/02/07 09:39:17
信息融合,群体智慧,BP

A Biterm Topic Model for Short Texts

WWW
2013-05
7866
小木 发布于 2017/02/06 09:56:52
主题模型,LDA

Efficient Crowdsourcing for Multi-class Labeling

ACM SIGMETRICS Performance Evaluation Review
2013-06
2202
小木 发布于 2017/02/07 10:30:31
信息融合,多标签融合,众包

Informational Friend Recommendation in Social Media

SIGIR
2013-07
2250
Vanessa He 发布于 2017/06/08 21:39:20
Friend Recommendation, Informational Utility, Diversity

Discovering Coherent Topics Using General Knowledge

CIKM
2013-09
2295
小木 发布于 2017/02/06 09:56:15
LDA,主题模型,领域知识

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

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

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

RecSys
2013-11
2652
Vanessa He 发布于 2017/06/08 21:55:42
Location Recommendation, Location-Based Social Networks, Temporal Effects

Identifying expertise and using it to extract the Wisdom of the Crowds

Management Science
2014-03
2296
小木 发布于 2017/02/06 09:57:43
群体智慧,信息融合

Forecast aggregation via recalibration

Machine Learning
2014-06
2080
小木 发布于 2017/02/06 09:57:52
群体智慧,信息融合