| Author | Title | Year | Journal/Proceedings | Reftype | DOI/URL |
|---|---|---|---|---|---|
| Cattuto, C., Schmitz, C., Baldassarri, A., Servedio, V.D.P., Loreto, V., Hotho, A., Grahl, M. & Stumme, G. | Network Properties of Folksonomies [BibTeX] |
2007 | AI Communications Vol. 20(4), pp. 245 - 262 |
article | URL |
BibTeX:
@article{cattuto2007network,
author = {Cattuto, Ciro and Schmitz, Christoph and Baldassarri, Andrea and Servedio, Vito D. P. and Loreto, Vittorio and Hotho, Andreas and Grahl, Miranda and Stumme, Gerd},
title = {Network Properties of Folksonomies},
journal = {AI Communications},
year = {2007},
volume = {20},
number = {4},
pages = {245 - 262},
url = {http://www.kde.cs.uni-kassel.de/hotho/pub/2007/aicomm_2007_folksonomy_clustering.pdf}
}
|
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| Grahl, M., Hotho, A. & Stumme, G. | Conceptual Clustering of Social Bookmarking Sites | 2007 | 7th International Conference on Knowledge Management (I-KNOW '07), pp. 356-364 | inproceedings | |
| Abstract: Currently, social bookmarking systems provide intuitive support for browsing locally their content. A global view is usually presented by the tag cloud of the system, but it does not allow a conceptual drill-down, e. g., along a conceptual hierarchy. In this paper, we present a clustering approach for computing such a conceptual hierarchy for a given folksonomy. The hierarchy is complemented with ranked lists of users and resources most related to each cluster. The rankings are computed using our FolkRank algorithm. We have evaluated our approach on large scale data from the del.icio.us bookmarking system. | |||||
BibTeX:
@inproceedings{grahl2007clustering,
author = {Grahl, Miranda and Hotho, Andreas and Stumme, Gerd},
title = {Conceptual Clustering of Social Bookmarking Sites},
booktitle = {7th International Conference on Knowledge Management (I-KNOW '07)},
publisher = {Know-Center},
year = {2007},
pages = {356-364}
}
|
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| Jäschke, R., Marinho, L.B., Hotho, A., Schmidt-Thieme, L. & Stumme, G. | Tag Recommendations in Folksonomies [BibTeX] |
2007 | Vol. 4702Knowledge Discovery in Databases: PKDD 2007, 11th European Conference on Principles and Practice of Knowledge Discovery in Databases, Warsaw, Poland, September 17-21, 2007, Proceedings, pp. 506-514 |
inproceedings | URL |
BibTeX:
@inproceedings{jaschke07recommender,
author = {Jäschke, Robert and Marinho, Leandro Balby and Hotho, Andreas and Schmidt-Thieme, Lars and Stumme, Gerd},
title = {Tag Recommendations in Folksonomies},
booktitle = {Knowledge Discovery in Databases: PKDD 2007, 11th European Conference on Principles and Practice of Knowledge Discovery in Databases, Warsaw, Poland, September 17-21, 2007, Proceedings},
publisher = {Springer},
year = {2007},
volume = {4702},
pages = {506-514},
url = {http://www.kde.cs.uni-kassel.de/hotho/pub/2007/Tag_Recommender_in_Folksonomies_final.pdf}
}
|
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| Begelman, G., Keller, P. & Smadja, F. | Automated Tag Clustering: Improving search and exploration in the tag space [BibTeX] |
2006 | WWW2006, May, pp. 22-26 | article | URL |
BibTeX:
@article{begelman2006atc,
author = {Begelman, G. and Keller, P. and Smadja, F.},
title = {Automated Tag Clustering: Improving search and exploration in the tag space},
journal = {WWW2006, May},
year = {2006},
pages = {22--26},
url = {http://www.pui.ch/phred/automated_tag_clustering/}
}
|
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| Heymann, P. & Garcia-Molina, H. | Collaborative Creation of Communal Hierarchical Taxonomies in Social Tagging Systems | 2006 | (2006-10)School: Standford University | techreport | URL |
| Abstract: Collaborative tagging systems---systems where many casual users annotate objects with free-form strings (tags) of their choosing---have recently emerged as a powerful way to label and organize large collections of data. During our recent investigation into these types of systems, we discovered a simple but remarkably effective algorithm for converting a large corpus of tags annotating objects in a tagging system into a navigable hierarchical taxonomy of tags. We first discuss the algorithm and then present a preliminary model to explain why it is so effective in these types of systems. | |||||
BibTeX:
@techreport{citeulike:739394,
author = {Heymann, Paul and Garcia-Molina, Hector},
title = {Collaborative Creation of Communal Hierarchical Taxonomies in Social Tagging Systems},
school = {Standford University},
year = {2006},
number = {2006-10},
url = {http://dbpubs.stanford.edu:8090/pub/2006-10}
}
|
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| Hotho, A., Jäschke, R., Schmitz, C. & Stumme, G. | Information Retrieval in Folksonomies: Search and Ranking [BibTeX] |
2006 | Vol. 4011Proceedings of the 3rd European Semantic Web Conference , pp. 411-426 |
inproceedings | URL |
BibTeX:
@inproceedings{hotho2006information,
author = {Hotho, Andreas and Jäschke, Robert and Schmitz, Christoph and Stumme, Gerd},
title = {Information Retrieval in Folksonomies: Search and Ranking},
booktitle = {Proceedings of the 3rd European Semantic Web Conference },
publisher = {Springer},
year = {2006},
volume = {4011},
pages = {411-426},
url = {http://www.kde.cs.uni-kassel.de/hotho/pub/2006/seach2006hotho_eswc.pdf}
}
|
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| Jäschke, R., Hotho, A., Schmitz, C., Ganter, B. & Stumme, G. | TRIAS - An Algorithm for Mining Iceberg Tri-Lattices [BibTeX] |
2006 | Proc. 6th ICDM conference | inproceedings | DOI |
BibTeX:
@inproceedings{trias2006jaeschke,
author = {Jäschke, Robert and Hotho, Andreas and Schmitz, Christoph and Ganter, Bernhard and Stumme, Gerd},
title = {TRIAS - An Algorithm for Mining Iceberg Tri-Lattices},
booktitle = {Proc. 6th ICDM conference},
year = {2006},
doi = {http://doi.ieeecomputersociety.org/10.1109/ICDM.2006.162}
}
|
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| Schmitz, C., Hotho, A., Jäschke, R. & Stumme, G. | Mining Association Rules in Folksonomies [BibTeX] |
2006 | Data Science and Classification (Proc. IFCS 2006 Conference), pp. 261-270 | inproceedings | DOI URL |
BibTeX:
@inproceedings{schmitz2006mining,
author = {Schmitz, Christoph and Hotho, Andreas and Jäschke, Robert and Stumme, Gerd},
title = {Mining Association Rules in Folksonomies},
booktitle = {Data Science and Classification (Proc. IFCS 2006 Conference)},
publisher = {Springer},
year = {2006},
pages = {261-270},
note = {Ljubljana},
url = {http://www.kde.cs.uni-kassel.de/hotho/pub/2006/schmitz2006asso_ifcs.pdf},
doi = {http://dx.doi.org/10.1007/3-540-34416-0_28}
}
|
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| Xu, Z., Fu, Y., Mao, J. & Su, D. | Towards the Semantic Web: Collaborative Tag Suggestions [BibTeX] |
2006 | Proceedings of the Collaborative Web Tagging Workshop at the WWW 2006 | inproceedings | |
BibTeX:
@inproceedings{xfms06towards,
author = {Xu, Zhichen and Fu, Yun and Mao, Jianchang and Su, Difu},
title = {Towards the Semantic Web: Collaborative Tag Suggestions},
booktitle = {Proceedings of the Collaborative Web Tagging Workshop at the WWW 2006},
year = {2006}
}
|
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| Golder, S. & Huberman, B.A. | The Structure of Collaborative Tagging Systems [BibTeX] |
2005 | misc | URL | |
BibTeX:
@misc{golder05structure,
author = {Golder, Scott and Huberman, Bernardo A.},
title = {The Structure of Collaborative Tagging Systems},
year = {2005},
url = {http://arxiv.org/abs/cs.DL/0508082}
}
|
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| Mika, P. | Ontologies Are Us: A Unified Model of Social Networks and Semantics [BibTeX] |
2005 | International Semantic Web Conference, pp. 522-536 | inproceedings | DOI URL |
BibTeX:
@inproceedings{Mika2005,
author = {Mika, Peter},
title = {Ontologies Are Us: A Unified Model of Social Networks and Semantics},
booktitle = {International Semantic Web Conference},
publisher = {Springer},
year = {2005},
pages = {522-536},
url = {http://www.cs.vu.nl/~pmika/research/papers/ISWC-folksonomy.pdf},
doi = {http://dx.doi.org/10.1007/11574620_38}
}
|
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