ACM Home Page
Please provide us with feedback. Feedback
Similarity cross-analysis of tag / co-tag spaces in social classification systems
Full text PdfPdf (815 KB)
Source
Conference on Information and Knowledge Management archive
Proceeding of the 2008 ACM workshop on Search in social media table of contents
Napa Valley, California, USA
SESSION: Tagging I table of contents
Pages 11-18  
Year of Publication: 2008
ISBN:978-1-60558-258-0
Authors
Steffen Oldenburg  University of Rostock, Rostock, Germany
Martin Garbe  University of Rostock, Rostock, Germany
Clemens Cap  University of Rostock, Rostock, Germany
Sponsors
ACM: Association for Computing Machinery
SIGWEB: ACM Special Interest Group on Hypertext, Hypermedia, and Web
SIGIR: ACM Special Interest Group on Information Retrieval
Publisher
ACM  New York, NY, USA
Bibliometrics
Downloads (6 Weeks): 23,   Downloads (12 Months): 197,   Citation Count: 0
Additional Information:

abstract   references   index terms   collaborative colleagues  

Tools and Actions: Request Permissions Request Permissions    Review this Article  
DOI Bookmark: Use this link to bookmark this Article: http://doi.acm.org/10.1145/1458583.1458587
What is a DOI?

ABSTRACT

Recent growth of social classification systems due to steadily increasing popularity has established a multitude of heterogeneous isolated, non-integrated, and non-interoperable tag spaces. Contrary to current research predominantly focusing on single folksonomies, we exploit cross-space similarities to improve a variety of tagging use cases beyond the limits of one folksonomy. This paper presents the results of practical studies concerning cross-space analysis of (co-)tag spaces of five well-established social classification services for tagging of bookmarks (del.icio.us, BibSonomy bookmarks), and publications (BibSonomy publications, CiteULike, Connotea). The studies are based on one month data sets of RSS recent feeds from the same time scope. We provide a profound motivation for cross-space tagging, and give insight into similarities and intersections of (top ranking) (co-)tag spaces as well as convergence aspects over time.


REFERENCES

Note: OCR errors may be found in this Reference List extracted from the full text article. ACM has opted to expose the complete List rather than only correct and linked references.

 
1
A. Abou-Rjeili and G. Karypis. Multilevel algorithms for partitioning power-law graphs. Parallel and Distributed Processing Symposium, 2006. IPDPS 2006. 20th International, pages 10 pp.--, 25-29 April 2006.
2
 
3
G. Begelman, P. Keller, and F. Smadja. Automated Tag Clustering: Improving search and exploration in the tag space. In WWW '06: Proceedings of the 15th international conference on World Wide Web, 2006.
 
4
B. Berendt and C. Hanser. Tags are not metadata, but "just more content" - to some people. In ICWSM'2007: Proceedings of International Conference on Weblogs and Social Media, Boulder, Colorado, USA, March 2007.
 
5
S. Bhagat, I. Rozenbaum, G. Cormode, S. Muthukrishnan, and H. Xue. No Blog is an Island - Analyzing Connections Across Information Networks. In ICWSM'2007: Proceedings of International Conference on Weblogs and Social Media, Boulder, Colorado, USA, March ,2007.
 
6
C. H. Brooks and N. Montanez. An Analysis of the Effectiveness of Tagging in Blogs. In AAAI Spring Symposium on Computational Approaches to Analyzing Weblogs, 2006.
 
7
A. Capocci and G. Caldarelli. Folksonomies and clustering in the collaborative system CiteULike. http://arxiv.org/abs/0710.2835, Oct 2007.
 
8
C. Cattuto, V. Loreto, and L. Pietronero. Collaborative Tagging and Semiotic Dynamics. http://arxiv.org/abs/cs.CY/0605015, May 2006.
 
9
E. H. Chi and T. Mytkowicz. Understanding Navigability of Social Tagging Systems. In Proceedings of Computer Human Interaction (CHI'07), 2007.
 
10
T. Gruber. TagOntology - A way to agree on the semantics of tagging data. Presentation to Tag Camp, Palo Alto, CA, http://www.tomgruber.org/writing/tagontology.htm, Oct. 2005.
 
11
T. Gruber. Ontologies Vs. Formats Vs. Schema Vs. APIs, March 2007. http://tagcommons.org/.
12
 
13
A. Hotho, R. Jäschke, C. Schmitz, and G. Stumme. BibSonomy: A Social Bookmark and Publication Sharing System. In A. de Moor, S. Polovina, and H. Delugach, editors, Proceedings of the Conceptual Structures Tool Interoperability Workshop at the 14th International Conference on Conceptual Structures, Aalborg, Denmark, July 2006. Aalborg University Press.
14
 
15
S. Oldenburg. Comparative Studies of Social Classification Systems using RSS Feeds. In 4th International Conference on Web Information Systems and Technologies (WEBIST'08), pages 394--403, Funchal, Madeira, Portugal, May 4-7 2008. ISBN 978-989-8111-27-2, Best student paper award.
 
16
S. Oldenburg, L. Zielinski, M. Garbe, and C. Cap. Comparative Analysis of Tag Suggestion Algorithms. In KDD' 08: 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. 2nd ACM Workshop on Social Network Mining and Analysis (SNA-KDD), Las Vegas, Nevada, USA, August 24-27 2008.
 
17
E. Santos-Neto, M. Ripeanu, and A. Iamnitchi. Tracking User Attention in Collaborative Tagging Communities. In Proceedings of International ACM/IEEE Workshop on Contextualized Attention Metadata: personalized access to digital resources, 2007.
 
18
C. Schmitz, M. Grahl, A. Hotho, G. Stumme, C. Cattuto, A. Baldassarri, V. Loreto, and V. D. P. Servedio. Network Properties of Folksonomies. In WWW '07: Proceedings of the 16th international conference on World Wide Web, 2007. Workshop on Tagging and Metadata for Social Information Organization.
19
 
20
C. Veres. Concept Modeling by the Masses: Folksonomy Structure and Interoperability. Conceptual Modeling - ER 2006, pages 325--338, 2006.
 
21
L. Zhang, X. Wu, and Y. Yu. Emergent Semantics from Folksonomies: A Quantitative Study. Journal on Data Semantics VI, Springer LNCS, 4090:168--186, 2006.
22
 
23
A. Zollers. Emerging Motivations for Tagging: Expression, Performance, and Activism. In WWW '07: Proceedings of the 16th international conference on World Wide Web, 2007.

Collaborative Colleagues:
Steffen Oldenburg: colleagues
Martin Garbe: colleagues
Clemens Cap: colleagues