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researcher

Guy Shani

2 papers hereh-index 295.9k citations121 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.IR1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

most citedUsing Wikipedia to Boost SVD Recommender Systems

2 citations · 4 across the 2 of their papers we have counts for

collaborators

2 papers

cs.LG2012★ 2 cited

Using Wikipedia to Boost SVD Recommender Systems

Gilad Katz, Guy Shani, Bracha Shapira +1

Singular Value Decomposition (SVD) has been used successfully in recent years in the area of recommender systems. In this paper we present how this model can be extended to conside…

cs.IR2012★ 2 cited

Boosting Simple Collaborative Filtering Models Using Ensemble Methods

Ariel Bar, Lior Rokach, Guy Shani +2

In this paper we examine the effect of applying ensemble learning to the performance of collaborative filtering methods. We present several systematic approaches for generating an…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.