dc.identifier.uri |
http://dx.doi.org/10.15488/3437 |
|
dc.identifier.uri |
http://www.repo.uni-hannover.de/handle/123456789/3467 |
|
dc.contributor.author |
Stefanidis, Kostas
|
|
dc.contributor.author |
Ntoutsi, Eirini
|
|
dc.date.accessioned |
2018-06-08T11:57:14Z |
|
dc.date.available |
2018-06-08T11:57:14Z |
|
dc.date.issued |
2016 |
|
dc.identifier.citation |
Stefanidis, K.; Ntoutsi, E.: Cluster-based contextual recommendations. In: Advances in Database Technology - EDBT 2016-March (2016), Nr. März, S. 712-713. DOI: https://doi.org/10.5441/002/edbt.2016.100 |
|
dc.description.abstract |
In this work, we address the problem of contextual recommendations by exploiting the concept of subspace clustering. Specifically, we pre-partition users that have rated subsets of data items similarly into clusters and we associate a context situation with each cluster. The cluster context is defined as any internally stored information that can be used to characterize the cluster members per se. Then, given a query context, we identify the clusters with the most similar context, and we use their members for making suggestions in a collaborative filtering manner. © 2016, Copyright is with the authors. |
eng |
dc.language.iso |
eng |
|
dc.publisher |
Konstanz : OpenProceedings.org |
|
dc.relation.ispartofseries |
Advances in Database Technology - EDBT 2016-March (2016) |
|
dc.rights |
CC BY-NC-ND 4.0 Unported |
|
dc.rights.uri |
https://creativecommons.org/licenses/by-nc-nd/4.0/ |
|
dc.subject |
Clustering algorithms |
eng |
dc.subject |
Collaborative filtering |
eng |
dc.subject |
Database systems |
eng |
dc.subject |
Cluster-based |
eng |
dc.subject |
Context situations |
eng |
dc.subject |
Contextual recommendations |
eng |
dc.subject |
Data items |
eng |
dc.subject |
Query context |
eng |
dc.subject |
Sub-Space Clustering |
eng |
dc.subject |
Query processing |
eng |
dc.subject.classification |
Konferenzschrift |
ger |
dc.subject.ddc |
004 | Informatik
|
ger |
dc.title |
Cluster-based contextual recommendations |
eng |
dc.type |
Article |
|
dc.type |
Text |
|
dc.relation.issn |
2367-2005 |
|
dc.relation.doi |
https://doi.org/10.5441/002/edbt.2016.100 |
|
dc.bibliographicCitation.issue |
März |
|
dc.bibliographicCitation.volume |
2016 |
|
dc.bibliographicCitation.firstPage |
712 |
|
dc.bibliographicCitation.lastPage |
713 |
|
dc.description.version |
publishedVersion |
|
tib.accessRights |
frei zug�nglich |
|