集册 推荐系统之算法 FilmTrust数据集

FilmTrust数据集

—— FilmTrust

欢马劈雪     最近更新时间:2020-08-04 05:37:59

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FilmTrust为2011年从网站FilmTrust 完整抓取下来的数据集.

本数据集由两部分组成:ratings.txt 和 trust.txt.其中 ratings.txt包含35497条数据, 保存形式为 userid, movieid, movieRating trust.txt包含1853条数据,保存形式为 trustorId, trusteeId, trustRating

@INPROCEEDINGS{guo2013novel,
   author = {Guo, G. and Zhang, J. and Yorke-Smith, N.},
   title = {A Novel Bayesian Similarity Measure for Recommender Systems},
   booktitle = {Proceedings of the 23rd International Joint Conference on Artificial Intelligence (IJCAI)},
   year = {2013},
   pages = {2619-2625}
}

在配置文件中配置使用该文件的配置项为

# set data directory
dfs.data.dir=../data

# setting dataset name
data.input.path=filmtrust

在java程序中配置方法为

conf.set("dfs.data.dir", "../data")
conf.set("data.input.path", "filmtrust");