Enhancing the scalability of distance-based link prediction algorithms in recommender systems throug...
Enhancing the scalability of distance-based link prediction algorithms in recommender systems through similarity selection
About this item
Full title
Author / Creator
Su, Zhan , Huang, Zhong , Ai, Jun , Zhang, Xuanxiong , Shang, Lihui and Zhao, Fengyu
Publisher
San Francisco: Public Library of Science
Journal title
Language
English
Formats
Publication information
Publisher
San Francisco: Public Library of Science
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Scope and Contents
Contents
Slope One algorithm and its descendants measure user-score distance and use the statistical score distance between users to predict unknown ratings, as opposed to the typical collaborative filtering algorithm that uses similarity for neighbor selection and prediction. Compared to collaborative filtering systems that select only similar neighbors, a...
Alternative Titles
Full title
Enhancing the scalability of distance-based link prediction algorithms in recommender systems through similarity selection
Authors, Artists and Contributors
Author / Creator
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Record Identifier
TN_cdi_plos_journals_2695866199
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_plos_journals_2695866199
Other Identifiers
ISSN
1932-6203
E-ISSN
1932-6203
DOI
10.1371/journal.pone.0271891
