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Content-based recommendations via DBpedia and Freebase: a case study in the music domain
Published on Nov 10, 20152325 Views
The Web of Data has been introduced as a novel scheme for imposing structured data on the Web. This renders data easily understandable by human beings and seamlessly processable by machines at the
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Chapter list
Content-based recommendations via DBpedia and Freebase: a case study in the music domain00:00
Introduction00:21
Recommender Systems - 101:16
Recommender Systems - 201:35
Content-based RSs01:58
Main drawback: Limited Content Analysis02:01
Enrich Data model - 102:29
Enrich Data model - 202:55
Feature-based Semantic Similarity03:03
Feature-based Semantic Similarity Metrics03:46
Content-based Recommender System - 104:09
Content-based Recommender System - 204:28
Content-based Recommender System - 304:42
Evaluation04:59
Dataset05:03
Mapping05:55
Evaluation Metrics06:43
Evaluation Setting08:36
DBpedia vs Freebase - 109:15
DBpedia vs Freebase - 210:49
One-hop vs two-hop11:11
Discussion12:16
Conclusion and Future work13:49