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Using and Detecting Links in Wikipedia

  • Conference paper
Focused Access to XML Documents (INEX 2007)

Part of the book series: Lecture Notes in Computer Science ((LNISA,volume 4862))

Abstract

In this paper, we document our efforts at INEX 2007 where we participated in the Ad Hoc Track, the Link the Wiki Track, and the Interactive Track that continued from INEX 2006. Our main aims at INEX 2007 were the following. For the Ad Hoc Track, we investigated the effectiveness of incorporating link evidence into the model, and of a CAS filtering method exploiting the structural hints in the INEX topics. For the Link the Wiki Track, we investigated the relative effectiveness of link detection based on retrieving similar documents with the Vector Space Model, and then filter with the names of Wikipedia articles to establish a link. For the Interactive Track, we took part in the interactive experiment comparing an element retrieval system with a passage retrieval system. The main results are the following. For the Ad Hoc Track, we see that link priors improve most of our runs for the Relevant in Context and Best in Context Tasks, and that CAS pool filtering is effective for the Relevant in Context and Best in Context Tasks. For the Link the Wiki Track, the results show that detecting links with name matching works relatively well, though links were generally under-generated, which hurt the performance. For the Interactive Track, our test-persons showed a weak preference for the element retrieval system over the passage retrieval system.

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References

  1. Agosti, M., Crestani, F., Melucci, M.: On the use of information retrieval techniques for the automatic construction of hypertext. Information Processing and Management 33, 133–144 (1997)

    Article  Google Scholar 

  2. Allan, J.: Building hypertext using information retrieval. Information Processing and Management 33, 145–159 (1997)

    Article  Google Scholar 

  3. Denoyer, L., Gallinari, P.: The Wikipedia XML Corpus. SIGIR Forum. 40, 64–69 (2006)

    Article  Google Scholar 

  4. Fissaha Adafre, S., de Rijke, M.: Discovering missing links in wikipedia. In: LinkKDD 2005: Proceedings of the 3rd international workshop on Link discovery, pp. 90–97. ACM Press, New York (2005)

    Chapter  Google Scholar 

  5. Hawking, D., Craswell, N.: Very large scale retrieval and web search. In: TREC: Experiment and Evaluation in Information Retrieval, ch. 9, pp. 199–231. MIT Press, Cambridge (2005)

    Google Scholar 

  6. Hiemstra, D.: Using Language Models for Information Retrieval. PhD thesis, Center for Telematics and Information Technology, University of Twente (2001)

    Google Scholar 

  7. ILPS. The ILPS extension of the Lucene search engine (2007), http://ilps.science.uva.nl/Resources/

  8. Kamps, J., Koolen, M., Sigurbjörnsson, B.: Filtering and clustering XML retrieval results. In: Fuhr, N., Lalmas, M., Trotman, A. (eds.) INEX 2006. LNCS, vol. 4518, pp. 121–136. Springer, Heidelberg (2007)

    Chapter  Google Scholar 

  9. Kraaij, W., Westerveld, T., Hiemstra, D.: The importance of prior probabilities for entry page search. In: Proceedings of the 25th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 27–34. ACM Press, New York (2002)

    Chapter  Google Scholar 

  10. Lucene. The Lucene search engine (2007), http://lucene.apache.org/

  11. Malik, S., Tombros, A., Larsen, B.: The interactive track at INEX 2006. In: Fuhr, N., Lalmas, M., Trotman, A. (eds.) INEX 2006. LNCS, vol. 4518, pp. 387–399. Springer, Heidelberg (2007)

    Chapter  Google Scholar 

  12. Sigurbjörnsson, B.: Focused Information Access using XML Element Retrieval. SIKS dissertation series 2006-28, University of Amsterdam (2006)

    Google Scholar 

  13. Sigurbjörnsson, B., Kamps, J.: The effect of structured queries and selective indexing on XML retrieval. In: Fuhr, N., Lalmas, M., Malik, S., Kazai, G. (eds.) INEX 2005. LNCS, vol. 3977, pp. 104–118. Springer, Heidelberg (2006)

    Chapter  Google Scholar 

  14. Sigurbjörnsson, B., Kamps, J., de Rijke, M.: An Element-Based Approach to XML Retrieval. In: INEX 2003 Workshop Proceedings, pp. 19–26 (2004)

    Google Scholar 

  15. Sigurbjörnsson, B., Kamps, J., de Rijke, M.: Mixture models, overlap, and structural hints in XML element retreival. In: Fuhr, N., Lalmas, M., Malik, S., Szlávik, Z. (eds.) INEX 2004. LNCS, vol. 3493, pp. 196–210. Springer, Heidelberg (2005)

    Google Scholar 

  16. Trotman, A., Geva, S.: Passage retrieval and other XML-retrieval tasks. In: Proceedings of the SIGIR 2006 Workshop on XML Element Retrieval Methodology, pp. 43–50. University of Otago, Dunedin New Zealand (2006)

    Google Scholar 

  17. Wikipedia. The free encyclopedia (2006), http://en.wikipedia.org/

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Norbert Fuhr Jaap Kamps Mounia Lalmas Andrew Trotman

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Fachry, K.N., Kamps, J., Koolen, M., Zhang, J. (2008). Using and Detecting Links in Wikipedia. In: Fuhr, N., Kamps, J., Lalmas, M., Trotman, A. (eds) Focused Access to XML Documents. INEX 2007. Lecture Notes in Computer Science, vol 4862. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-85902-4_33

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  • DOI: https://doi.org/10.1007/978-3-540-85902-4_33

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-85901-7

  • Online ISBN: 978-3-540-85902-4

  • eBook Packages: Computer ScienceComputer Science (R0)

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