Report on the XML mining track at INEX 2007 categorization and clustering of XML documents

ABSTRACT

This report concerns the last edition of the XML Mining Track at INEX 2007. A preceding report has been already published concerning the two preceding editions of the track. We present here the new corpus used for this third phase and briefly describe the models and the results obtained by the different participants.

REFERENCES

• 1: Ludovic Denoyer , Patrick Gallinari, Report on the XML mining track at INEX 2005 and INEX 2006: categorization and clustering of XML documents, ACM SIGIR Forum, v.41 n.1, p.79-90, June 2007 [doi>10.1145/1273221.1273230]
• 2: Ludovic Denoyer , Patrick Gallinari, The Wikipedia XML corpus, ACM SIGIR Forum, v.40 n.1, June 2006 [doi>10.1145/1147197.1147210]
• 3: de Campos, L. M., Fernandez-Luna, J. M., Huete, J. F., Romero, A. E.: Probabilistic methods for structured document classification at inex '07. In: Workshop of the INitiative for the Evaluation of XML Retrieval. (2007)
• 4: Murugeshan, M. S., Krishnamurthy, L., Mukherjee, S.: Lakshmi krishnamurthy and saswati mukherjee. an ncd based approach for wikipedia categorization task. In: Workshop of the INitiative for the Evaluation of XML Retrieval. (2007)
• 5: Yang, J., Zhang, F.: Xml document classification using extended vsm. In: Workshop of the INitiative for the Evaluation of XML Retrieval. (2007)
• 6: Hagenbuchner, M., Tsoi, A. C., Sperduti, A., Kc, M.: Efficient clustering of structured documents using graph self-organizing maps. In: Workshop of the INitiative for the Evaluation of XML Retrieval. (2007)
• 7: Tran, T., Nayak, R., Bruza, P.: Document clustering using incremental and pairwise approaches. In: Workshop of the INitiative for the Evaluation of XML Retrieval. (2007)
• 8: Yao, J., Zerida, N.: Rare patterns to improve path-based clusteringof wikipedia articles. In: Workshop of the INitiative for the Evaluation of XML Retrieval. (2007)
• 9: Kutty, S., Tran, T., Nayak, R., Li, Y.: Clustering xml documents using closed frequent subtrees- a structure-only based approach. In: Workshop of the INitiative for the Evaluation of XML Retrieval. (2007)

INDEX TERMS

Primary Classification:
  A. General Literature
  A.0 GENERAL