BibSonomy Social Bookmarking Network
A BibSonomy academic social bookmarking platform dataset of 210,467 nodes and 453,987 edges, collected by KONECT via BibSonomy API. Each record contains directed: False, weighted: True, temporal: True. Temporal bipartite network of BibSonomy users and publications they bookmarked, with Unix timestamps.. Suitable for social bookmarking analysis, academic recommendation, temporal bipartite networks.
Cite this dataset at
bibsonomy.echo.directory
Analytics
The full graph has 210,467 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.
Computed over the full corpus.
Record
- Catalog key
bibsonomy- Authors
- Benz, Dominik; Hotho, Andreas; Jäschke, Robert; Krause, Beate; Mitzlaff, Folke; Schmitz, Christoph; Stumme, Gerd
- Year
- 2010
- Source paper
- The social bookmark and publication management system bibsonomy: A platform for evaluating and demonstrating Web 2.0 research
- DOI / arXiv
- 10.1007/s00778-010-0208-4
- License
- CC BY-SA 2.0 Germany (as stated by KONECT) (LicenseRef-CC-BY-SA-2.0-DE)
- Records
- 210,467
- Nodes
- 210,467
- Edges
- 453,987
- Nodes are
- user / paper
- Edges are
- bookmark
- Attributes
- nodes have attributes; edges have attributes
- Languages
- en
- Collected
- 2010 (2010s)
- Tasks
- Recommendation (ranking) inferred
From the graph: link prediction, community detection - Region
- Global (inferred: the platform is used worldwide)
Provenance
- Originally published at
- https://konect.cc/networks/bibsonomy-2ut/ unverified
- Hosted copy
- Mirrored on echo.directory on 2026-10-02, 7.6 MB across 1 files. Checksums in MANIFEST.json.
Citations
The social bookmark and publication management system bibsonomy
D. Benz, A. Hotho, Robert Jäschke, Beate Krause, Folke Mitzlaff
Journal Article · The VLDB journal · 2010
Cited by
- Community detection in node-attributed social networks: a survey
Petr Chunaev · Computer Science Review · 2019 · cited 285× - TeaStore: A Micro-Service Reference Application for Benchmarking, Modeling and Resource Management Research
J. von Kistowski, S. Eismann et al. · IEEE/ACM International Symposium on Modeling, Analysis, and Simulation On Computer and Telecommunication Systems · 2018 · cited 163× - Social Dynamics of Science
Xiaoling Sun, Jasleen Kaur et al. · Scientific Reports · 2012 · cited 142× - Description-oriented community detection using exhaustive subgroup discovery
Martin Atzmueller, Stephan Doerfel et al. · Information Sciences · 2016 · cited 127× - Preferential attachment in online networks: measurement and explanations
Jérôme Kunegis, Marcel Blattner et al. · Web Science Conference · 2013 · cited 92×
Show all 10
- Triadic Formal Concept Analysis and triclustering: searching for optimal patterns
D. Ignatov, D. Gnatyshak et al. · Machine-mediated learning · 2015 · cited 88× - Introduction to Formal Concept Analysis and Its Applications in Information Retrieval and Related Fields
D. Ignatov · Russian Summer School on Information Retrieval · 2014 · cited 69× - Enhancing Social Interactions at Conferences
M. Atzmüller, D. Benz et al. · it - Information Technology · 2011 · cited 69× - Mining Semantic Relations between Research Areas
Francesco Osborne, E. Motta · International Workshop on the Semantic Web · 2012 · cited 67× - Chameleon: A Hybrid, Proactive Auto-Scaling Mechanism on a Level-Playing Field
André Bauer, N. Herbst et al. · IEEE Transactions on Parallel and Distributed Systems · 2019 · cited 63×
Citation data from Semantic Scholar, retrieved 2026-10-19.
How to cite
BibTeX
@misc{echo2026,
title = {ECHO: Exploratory Compendium of Humanity Online},
author = {Switzer, Braden and Zafarani, Reza},
year = {2026},
url = {https://echo.directory},
note = {Syracuse University}
}
@article{Benz_2010,
title = {The social bookmark and publication management system bibsonomy: A platform for evaluating and demonstrating Web 2.0 research},
volume = {19},
issn = {0949-877X},
url = {http://dx.doi.org/10.1007/s00778-010-0208-4},
doi = {10.1007/s00778-010-0208-4},
number = {6},
journal = {The VLDB Journal},
publisher = {Springer Science and Business Media LLC},
author = {Benz, Dominik and Hotho, Andreas and Jäschke, Robert and Krause, Beate and Mitzlaff, Folke and Schmitz, Christoph and Stumme, Gerd},
year = {2010},
month = Dec,
pages = {849–875}
} APA
Switzer, B., & Zafarani, R. (2026). ECHO: Exploratory Compendium of Humanity Online [Data repository]. Syracuse University. https://echo.directory
Benz, D., Hotho, A., Jäschke, R., Krause, B., Mitzlaff, F., Schmitz, C., & Stumme, G. (2010). BibSonomy Social Bookmarking Network [Data set]. https://doi.org/10.1007/s00778-010-0208-4
MLA
Switzer, Braden, and Reza Zafarani. ECHO: Exploratory Compendium of Humanity Online. Syracuse University, 2026, echo.directory.
Benz, Dominik, et al. BibSonomy Social Bookmarking Network. 2010, doi.org/10.1007/s00778-010-0208-4.