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Visual Analytics for Information Retrieval Evaluation (VAIRË 2015)

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Advances in Information Retrieval (ECIR 2015)

Part of the book series: Lecture Notes in Computer Science ((LNISA,volume 9022))

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Abstract

Measuring is a key to scientific progress. This is particularly true for research concerning complex systems, whether natural or human-built. The tutorial introduced basic and intermediate concepts about lab-based evaluation of information retrieval systems, its pitfalls, and shortcomings and it complemented them with a recent and innovative angle to evaluation: the application of methodologies and tools coming from the Visual Analytics (VA) domain for better interacting, understanding, and exploring the experimental results and Information Retrieval (IR) system behaviour.

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References

  1. Harman, D.K.: Information Retrieval Evaluation. Morgan & Claypool Publishers, USA (2011)

    Google Scholar 

  2. Sanderson, M.: Test Collection Based Evaluation of Information Retrieval Systems. Foundations and Trends in Information Retrieval (FnTIR) 4, 247–375 (2010)

    Article  MATH  Google Scholar 

  3. Fenton, N.E., Bieman, J.: Software Metrics: A Rigorous & Practical Approach, 3rd edn. Chapman and Hall/CRC, USA (2014)

    Book  Google Scholar 

  4. Büttcher, S., Clarke, C.L.A., Cormack, G.V.: Information Retrieval: Implementing and Evaluating Search Engines. The MIT Press, Cambridge (2010)

    Google Scholar 

  5. Harman, D., Buckley, C.: Overview of the Reliable Information Access Workshop. Information Retrieval 12, 615–641 (2009)

    Article  Google Scholar 

  6. Thomas, J.J., Cook, K.A. (eds.): Illuminating the Path: The Research and Development Agenda for Visual Analytics, National Visualization and Analytics Center, USA (2005)

    Google Scholar 

  7. Keim, D.A., Kohlhammer, J., Ellis, G., Mansmann, F. (eds.): Mastering the Information Age – Solving Problems with Visual Analytics. Eurographics Association, Goslar (2010)

    Google Scholar 

  8. Kang, Y.: a., Görg, C., Stasko, J.: Evaluating Visual Analytics Systems for Investigative Analysis: Deriving Design Principles from a Case Study. In: May, R., Kohlhammer, J., Stasko, J., van Wijk, J. (eds.) Proc. IEEE Symposium on Visual Analytics Science and Technology (VAST 2009), pp. 139–146. IEEE Computer Society, Los Alamitos (2009)

    Chapter  Google Scholar 

  9. Angelini, M., Ferro, N., Santucci, G., Garcia Seco de Herrera, A.: Deliverable D5.4 – Revised Collaborative User Interface Prototype with Annotation Functionalities. PROMISE Network of Excellence, EU 7FP, Contract N. 258191. http://www.promise-noe.eu/documents/10156/a61967be-2b23-461b-b72a-302766c942e3 (2013)

  10. Ferro, N., Berendsen, R., Hanbury, A., Lupu, M., Petras, V., de Rijke, M., Silvello, G.: PROMISE Retreat Report – Prospects and Opportunities for Information Access Evaluation. SIGIR Forum 46, 60–84 (2012)

    Article  Google Scholar 

  11. Angelini, M., Ferro, N., Santucci, G., Silvello, G.: VIRTUE: A visual tool for information retrieval performance evaluation and failure analysis. Journal of Visual Languages & Computing (JVLC) 25, 394–413 (2014)

    Article  Google Scholar 

  12. Angelini, M., Ferro, N., Santucci, G., Silvello, G.: A Visual Interactive Environment for Making Sense of Experimental Data. In: de Rijke, M., Kenter, T., de Vries, A.P., Zhai, C., de Jong, F., Radinsky, K., Hofmann, K. (eds.) ECIR 2014. LNCS, vol. 8416, pp. 767–770. Springer, Heidelberg (2014)

    Chapter  Google Scholar 

  13. Angelini, M., Ferro, N., Santucci, G., Silvello, G.: Visual Interactive Failure Analysis: Supporting Users in Information Retrieval Evaluation. In: Kamps, J., Kraaij, W., Fuhr, N. (eds.) Proc. 4th Symposium on Information Interaction in Context (IIiX 2012), pp. 195–203. ACM Press, New York (2012)

    Google Scholar 

  14. Angelini, M., Ferro, N., Granato, G.L., Santucci, G., Silvello, G.: Information Retrieval Failure Analysis: Visual analytics as a Support for Interactive “What-If” Investigation. In: Santucci, G., Ward, M. (eds.) Proc. IEEE Conference on Visual Analytics Science and Technology (VAST 2012), pp. 204–206. IEEE Computer Society, Los Alamitos (2012)

    Chapter  Google Scholar 

  15. Ferro, N.: CLEF 15th Birthday: Past, Present, and Future. SIGIR Forum 48, 31–55 (2014)

    Article  Google Scholar 

  16. Ferro, N., Silvello, G.: CLEF 15th Birthday: What Can We Learn From Ad Hoc Retrieval? In Kanoulas, E. In: Kanoulas, E., Lupu, M., Clough, P., Sanderson, M., Hall, M., Hanbury, A., Toms, E. (eds.) CLEF 2014. LNCS, vol. 8685, pp. 31–43. Springer, Heidelberg (2014)

    Chapter  Google Scholar 

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Angelini, M., Ferro, N., Santucci, G., Silvello, G. (2015). Visual Analytics for Information Retrieval Evaluation (VAIRË 2015). In: Hanbury, A., Kazai, G., Rauber, A., Fuhr, N. (eds) Advances in Information Retrieval. ECIR 2015. Lecture Notes in Computer Science, vol 9022. Springer, Cham. https://doi.org/10.1007/978-3-319-16354-3_91

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  • DOI: https://doi.org/10.1007/978-3-319-16354-3_91

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-16353-6

  • Online ISBN: 978-3-319-16354-3

  • eBook Packages: Computer ScienceComputer Science (R0)

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