A Hybrid Approach to Constructing Tag Hierarchies
G. Solskinnsbakk, und J. Gulla.
On the Move to Meaningful Internet Systems, OTM 2010, Volume 6427 von Lecture Notes in Computer Science, Springer, Berlin / Heidelberg, (2010)

Folksonomies are becoming increasingly popular. They contain large amounts of data which can be mined and utilized for many tasks like visualization, browsing, information retrieval etc. An inherent problem of folksonomies is the lack of structure. In this paper we present an unsupervised approach for generating such structure based on a combination of association rule mining and the underlying tagged material. Using the underlying tagged material we generate a semantic representation of each tag. The semantic representation of the tags is an integral component of the structure generated. The experiment presented in this paper shows promising results with tag structures that correspond well with human judgment.

URL

http://dx.doi.org/10.1007/978-3-642-16949-6_22

Suchen auf

Diese Publikation wurde noch nicht bewertet.

Bewertungsverteilung

Durchschnittliche Benutzerbewertung0,0 von 5.0 auf Grundlage von 0 Rezensionen

Bitte melden Sie sich an um selbst Rezensionen oder Kommentare zu erstellen.

@incollection{solskinnsbakk2010hybrid,
  abstract = {Folksonomies are becoming increasingly popular. They contain large amounts of data which can be mined and utilized for many tasks like visualization, browsing, information retrieval etc. An inherent problem of folksonomies is the lack of structure. In this paper we present an unsupervised approach for generating such structure based on a combination of association rule mining and the underlying tagged material. Using the underlying tagged material we generate a semantic representation of each tag. The semantic representation of the tags is an integral component of the structure generated. The experiment presented in this paper shows promising results with tag structures that correspond well with human judgment.},
  added-at = {2011-10-18T13:46:11.000+0200},
  address = {Berlin / Heidelberg},
  affiliation = {Department of Computer and Information Science, Norwegian University of Science and Technology, Trondheim, Norway},
  author = {Solskinnsbakk, Geir and Gulla, Jon},
  biburl = {https://puma.uni-kassel.de/bibtex/2949d497bc5a29eda10c77f5784aed18b/benz},
  booktitle = {On the Move to Meaningful Internet Systems, OTM 2010},
  description = {SpringerLink - Abstract},
  doi = {10.1007/978-3-642-16949-6_22},
  editor = {Meersman, Robert and Dillon, Tharam and Herrero, Pilar},
  interhash = {c33c0fe08d8ac29e88a4c43b3047c707},
  intrahash = {949d497bc5a29eda10c77f5784aed18b},
  isbn = {978-3-642-16948-9},
  keyword = {Computer Science},
  keywords = {folksonomy learning ontology},
  pages = {975-982},
  publisher = {Springer},
  series = {Lecture Notes in Computer Science},
  slides = {http://www.slides.com},
  timestamp = {2011-10-19T08:44:16.000+0200},
  title = {A Hybrid Approach to Constructing Tag Hierarchies},
  url = {http://dx.doi.org/10.1007/978-3-642-16949-6_22},
  volume = 6427,
  year = 2010
}

%0 Book Section
%1 solskinnsbakk2010hybrid
%A Solskinnsbakk, Geir
%A Gulla, Jon
%B On the Move to Meaningful Internet Systems, OTM 2010
%C Berlin / Heidelberg
%D 2010
%E Meersman, Robert
%E Dillon, Tharam
%E Herrero, Pilar
%I Springer
%K folksonomy learning ontology
%P 975-982
%R 10.1007/978-3-642-16949-6_22
%T A Hybrid Approach to Constructing Tag Hierarchies
%U http://dx.doi.org/10.1007/978-3-642-16949-6_22
%V 6427
%X Folksonomies are becoming increasingly popular. They contain large amounts of data which can be mined and utilized for many tasks like visualization, browsing, information retrieval etc. An inherent problem of folksonomies is the lack of structure. In this paper we present an unsupervised approach for generating such structure based on a combination of association rule mining and the underlying tagged material. Using the underlying tagged material we generate a semantic representation of each tag. The semantic representation of the tags is an integral component of the structure generated. The experiment presented in this paper shows promising results with tag structures that correspond well with human judgment.
%@ 978-3-642-16948-9

PUMA

A Hybrid Approach to Constructing Tag Hierarchies
G. Solskinnsbakk, und J. Gulla.
On the Move to Meaningful Internet Systems, OTM 2010, Volume 6427 von Lecture Notes in Computer Science, Springer, Berlin / Heidelberg, (2010)

Tags

Nutzer

Kommentare und Rezensionen

Zitieren Sie diese Publikation

PUMA

A Hybrid Approach to Constructing Tag HierarchiesG. Solskinnsbakk, und J. Gulla. On the Move to Meaningful Internet Systems, OTM 2010, Volume 6427 von Lecture Notes in Computer Science, Springer, Berlin / Heidelberg, (2010)

Tags

Nutzer

Kommentare und Rezensionen

Zitieren Sie diese Publikation

A Hybrid Approach to Constructing Tag Hierarchies
G. Solskinnsbakk, und J. Gulla.
On the Move to Meaningful Internet Systems, OTM 2010, Volume 6427 von Lecture Notes in Computer Science, Springer, Berlin / Heidelberg, (2010)