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dbrec: music recommendations using DBpedia

Published: 07 November 2010 Publication History

Abstract

This paper describes the theoretical background and the implementation of dbrec, a music recommendation system built on top of DBpedia, offering recommendations for more than 39,000 bands and solo artists. We discuss the various challenges and lessons learnt while building it, providing relevant insights for people developing applications consuming Linked Data. Furthermore, we provide a user-centric evaluation of the system, notably by comparing it to last.fm.

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  • (2022)SCS Connector - Quantifying and Visualising Semantic Paths Between Entity PairsThe Semantic Web: ESWC 2014 Satellite Events10.1007/978-3-319-11955-7_67(461-466)Online publication date: 11-Mar-2022
  • (2019)Content based News Recommendation via Shortest Entity Distance over Knowledge GraphsCompanion Proceedings of The 2019 World Wide Web Conference10.1145/3308560.3317703(690-699)Online publication date: 13-May-2019
  • (2019)Discovering Patterns for Fact Checking in Knowledge GraphsJournal of Data and Information Quality10.1145/328648811:3(1-27)Online publication date: 7-May-2019
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Information & Contributors

Information

Published In

cover image Guide Proceedings
ISWC'10: Proceedings of the 9th international semantic web conference on The semantic web - Volume Part II
November 2010
369 pages
ISBN:3642177484

Sponsors

  • Elsevier
  • Ontotext
  • Artificial Intelligence Journal
  • Yahoo!
  • Saltlux

Publisher

Springer-Verlag

Berlin, Heidelberg

Publication History

Published: 07 November 2010

Author Tags

  1. DBpedia
  2. linked data
  3. recommendation systems
  4. semantic distance
  5. semantic web applications

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View all
  • (2022)SCS Connector - Quantifying and Visualising Semantic Paths Between Entity PairsThe Semantic Web: ESWC 2014 Satellite Events10.1007/978-3-319-11955-7_67(461-466)Online publication date: 11-Mar-2022
  • (2019)Content based News Recommendation via Shortest Entity Distance over Knowledge GraphsCompanion Proceedings of The 2019 World Wide Web Conference10.1145/3308560.3317703(690-699)Online publication date: 13-May-2019
  • (2019)Discovering Patterns for Fact Checking in Knowledge GraphsJournal of Data and Information Quality10.1145/328648811:3(1-27)Online publication date: 7-May-2019
  • (2018)Retrieval by recommendationInternational Journal on Digital Libraries10.5555/3270442.327046819:2-3(253-269)Online publication date: 1-Sep-2018
  • (2018)METICProceedings of the 27th ACM International Conference on Information and Knowledge Management10.1145/3269206.3271804(903-912)Online publication date: 17-Oct-2018
  • (2017)AlliedInternational Journal on Semantic Web & Information Systems10.4018/IJSWIS.201710010713:4(134-154)Online publication date: 1-Oct-2017
  • (2017)Content Recommendation through Semantic Annotation of User Reviews and Linked DataProceedings of the 9th Knowledge Capture Conference10.1145/3148011.3148035(1-4)Online publication date: 4-Dec-2017
  • (2017)Improving content based recommender systems using linked data cloud and FOAF vocabularyProceedings of the International Conference on Web Intelligence10.1145/3106426.3120963(988-992)Online publication date: 23-Aug-2017
  • (2017)Multirelational Recommendation in Heterogeneous NetworksACM Transactions on the Web10.1145/305495211:3(1-34)Online publication date: 23-Jun-2017
  • (2017)A linked open data schema-driven approach for Top-N recommendationsProceedings of the Symposium on Applied Computing10.1145/3019612.3019843(656-663)Online publication date: 3-Apr-2017
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