Matches in ScholarlyData for { <https://w3id.org/scholarlydata/inproceedings/eswc2009/paper/181> ?p ?o. }
Showing items 1 to 18 of
18
with 100 items per page.
- 181 creator adriana-budura.
- 181 creator karl-aberer.
- 181 creator philippe-cudre-mauroux.
- 181 creator sebastian-michel.
- 181 type InProceedings.
- 181 label "Neighborhood - based Tag Prediction".
- 181 sameAs 181.
- 181 abstract "We consider the problem of tag prediction in collaborative tagging systems where users share and annotate resources on the Web. We put forward HAMLET, a novel approach to automatically propagate tags along the edges of a graph which relates similar documents. We identify the core principles underlying tag propagation for which we derive suitable scoring models combined in one overall ranking formula. Leveraging these scores, we present an efficient top-k tag selection algorithm that infers additional tags by carefully inspecting neighbors in the document graph. Experiments using real-world data demonstrate the viability of our approach in large-scale environments where tags are scarce.".
- 181 hasAuthorList authorList.
- 181 hasTopic Data_mining.
- 181 hasTopic Semantic_Web.
- 181 hasTopic Social_network.
- 181 hasTopic Web_2.0.
- 181 isPartOf proceedings.
- 181 keyword "Web 2.0".
- 181 keyword "tag propagation".
- 181 keyword "tagging".
- 181 title "Neighborhood - based Tag Prediction".