资源数据集Book Crossing 推荐系统数据

Book Crossing 推荐系统数据

2019-11-08 | |  96 |   0 |   0

Collected by Cai-Nicolas Ziegler in a 4-week crawl (August / September 2004) from the Book-Crossing community with kind permission from Ron Hornbaker, CTO of Humankind Systems. Contains 278,858 users (anonymized but with demographic information) providing 1,149,780 ratings (explicit / implicit) about 271,379 books.




Format

The Book-Crossing dataset comprises 3 tables.
  • BX-Users

    Contains the users. Note that user IDs (`User-ID`) have been anonymized and map to integers. Demographic data is provided (`Location``Age`) if available. Otherwise, these fields contain NULL-values.


  • BX-Books

    Books are identified by their respective ISBN. Invalid ISBNs have already been removed from the dataset. Moreover, some content-based information is given (`Book-Title``Book-Author``Year-Of-Publication``Publisher`), obtained from Amazon Web Services. Note that in case of several authors, only the first is provided. URLs linking to cover images are also given, appearing in three different flavours (`Image-URL-S``Image-URL-M``Image-URL-L`), i.e., small, medium, large. These URLs point to the Amazon web site.


  • BX-Book-Ratings

    Contains the book rating information. Ratings (`Book-Rating`) are either explicit, expressed on a scale from 1-10 (higher values denoting higher appreciation), or implicit, expressed by 0.


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