Author | Title | Year | Journal/Proceedings | Reftype | DOI/URL |
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Schmitz, C., Hotho, A., Jäschke, R. & Stumme, G. | Content Aggregation on Knowledge Bases using Graph Clustering | 2006 | The Semantic Web: Research and Applications | inproceedings | URL |
Abstract: Recently, research projects such as PADLR and SWAP
have developed tools like Edutella or Bibster, which are targeted at establishing peer-to-peer knowledge management (P2PKM) systems. In such a system, it is necessary to obtain provide brief semantic descriptions of peers, so that routing algorithms or matchmaking processes can make decisions about which communities peers should belong to, or to which peers a given query should be forwarded. This paper provides a graph clustering technique on knowledge bases for that purpose. Using this clustering, we can show that our strategy requires up to 58% fewer queries than the baselines to yield full recall in a bibliographic P2PKM scenario. |
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BibTeX:
@inproceedings{schmitz2006content, author = {Schmitz, Christoph and Hotho, Andreas and Jäschke, Robert and Stumme, Gerd}, title = {Content Aggregation on Knowledge Bases using Graph Clustering}, booktitle = {The Semantic Web: Research and Applications}, publisher = {Springer}, year = {2006}, volume = {4011}, pages = {530-544}, url = {http://www.kde.cs.uni-kassel.de/stumme/papers/2006/schmitz2006content.pdf} } |
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Schmitz, C., Hotho, A., Jäschke, R. & Stumme, G. | Content Aggregation on Knowledge Bases using Graph Clustering | 2006 | The Semantic Web: Research and Applications | inproceedings | URL |
Abstract: Recently, research projects such as PADLR and SWAP have developed tools like Edutella or Bibster, which are targeted at establishing peer-to-peer knowledge management (P2PKM) systems. In such a system, it is necessary to obtain provide brief semantic descriptions of peers, so that routing algorithms or matchmaking processes can make decisions about which communities peers should belong to, or to which peers a given query should be forwarded. This paper provides a graph clustering technique on |
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BibTeX:
@inproceedings{schmitz2006content, author = {Schmitz, Christoph and Hotho, Andreas and Jäschke, Robert and Stumme, Gerd}, title = {Content Aggregation on Knowledge Bases using Graph Clustering}, booktitle = {The Semantic Web: Research and Applications}, publisher = {Springer}, year = {2006}, volume = {4011}, pages = {530-544}, url = {http://www.kde.cs.uni-kassel.de/stumme/papers/2006/schmitz2006content.pdf} } |
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