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Thirty Years of Digital Libraries Research at the University of Padua: The User Side

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Digital Libraries and Multimedia Archives (IRCDL 2018)

Abstract

For the 30th anniversary of the Information Management Systems (IMS) research group of the University of Padua, we report the main and more recent contributions of the group that focus on the users in the field of Digital Library (DL). In particular, we describe a dynamic and adaptive environment for user engagement with cultural heritage collections, the role of log analysis for studying the interaction between users and DL, and how to model user behaviour.

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Notes

  1. 1.

    http://www.cultura-strep.eu/.

  2. 2.

    http://1641.tcd.ie/.

  3. 3.

    http://ipsa.dei.unipd.it/.

  4. 4.

    http://www.ics.uci.edu/~fielding/pubs/dissertation/rest_arch_style.htm.

  5. 5.

    http://www.theeuropeanlibrary.org/.

  6. 6.

    http://telmemor.net/.

  7. 7.

    http://www.clef-initiative.eu.

  8. 8.

    http://www.tumba.pt/.

  9. 9.

    http://www.eduserver.de/.

  10. 10.

    http://www.sogou.com.

References

  1. Agosti, M., Angelaki, G., Coppotelli, T., Di Nunzio, G.M.: Analysing HTTP logs of a European DL initiative to maximize usage and usability. In: Goh, D.H.-L., Cao, T.H., Sølvberg, I.T., Rasmussen, E. (eds.) ICADL 2007. LNCS, vol. 4822, pp. 35–44. Springer, Heidelberg (2007). https://doi.org/10.1007/978-3-540-77094-7_9

    Chapter  Google Scholar 

  2. Agosti, M., Cisco, D., Di Nunzio, G.M., Masiero, I., Melucci, M.: i-TEL-u: a query suggestion tool for integrating heterogeneous contexts in a digital library. In: Lalmas, M., Jose, J., Rauber, A., Sebastiani, F., Frommholz, I. (eds.) ECDL 2010. LNCS, vol. 6273, pp. 397–400. Springer, Heidelberg (2010). https://doi.org/10.1007/978-3-642-15464-5_41

    Chapter  Google Scholar 

  3. Agosti, M., Crivellari, F., Di Nunzio, G.M.: Evaluation of digital library services using complementary logs. In: Proceedings of the Workshop on Understanding the User - Logging and Interpreting User Interactions in Information Search and Retrieval (2009)

    Google Scholar 

  4. Agosti, M., Crivellari, F., Di Nunzio, G.M.: Web log analysis: a review of a decade of studies about information acquisition, inspection and interpretation of user interaction. Data Min. Knowl. Discov. 24(3), 663–696 (2012)

    Article  Google Scholar 

  5. Agosti, M., Crivellari, F., Di Nunzio, G.M., Gabrielli, S.: Understanding user requirements and preferences for a digital library web portal. Int. J. Digit. Libr. 11(4), 225–238 (2010)

    Article  Google Scholar 

  6. Agosti, M., Crivellari, F., Di Nunzio, G.M., Ioannidis, Y.E., Stamatogiannakis, E., Triantafyllidi, M.L., Vayanou, M.: Searching and browsing digital library catalogues: a combined log analysis for the European library. In: Post-Proceedings of the Fifth Italian Research Conference on Digital Libraries - IRCDL 2009, pp. 120–135 (2009)

    Google Scholar 

  7. Agosti, M., Di Nunzio, G.M.: Gathering and mining information from web log files. In: Thanos, C., Borri, F., Candela, L. (eds.) DELOS 2007. LNCS, vol. 4877, pp. 104–113. Springer, Heidelberg (2007). https://doi.org/10.1007/978-3-540-77088-6_10

    Chapter  Google Scholar 

  8. Agosti, M., Di Nunzio, G.M.: Web log mining: a study of user sessions. In: 10th DELOS Thematic Workshop on Personalized Access, Profile Management, and Context Awareness in Digital Libraries (2007)

    Google Scholar 

  9. Agosti, M., Lawless, S., Marchesin, S., Wade, V.: An adaptive cross-site user modelling platform for cultural heritage websites. In: Digital Libraries and Archives. CCIS. Springer (2017, in print)

    Google Scholar 

  10. Agosti, M., Orio, N., Ponchia, C.: Guided tours across a collection of historical digital images. In: Proceedings of the Third AIUCD Annual Conference, AIUCD 2014, pp. 7:1–7:6. ACM Press (2015)

    Google Scholar 

  11. Broder, A.: A taxonomy of web search. SIGIR Forum 36(2), 3–10 (2002)

    Article  MATH  Google Scholar 

  12. Burges, C.J.: From ranknet to lambdarank to lambdamart: an overview. Technical report (2010)

    Google Scholar 

  13. Burnett, S., Clarke, S., Davis, M., Edwards, R., Kellett, A.: Enterprise Search and Retrieval. Unlocking the Organisation’s Potential. Butler Direct Limited, Kingston upon Hull (2006)

    Google Scholar 

  14. Chapelle, O., Metzler, D., Zhang, Y., Grinspan, P.: Expected reciprocal rank for graded relevance. In: Proceedings of the 18th International Conference on Information and Knowledge Management (CIKM 2009), pp. 621–630. ACM Press (2009)

    Google Scholar 

  15. Croft, W.B., Metzler, D., Strohman, T.: Search Engines: Information Retrieval in Practice. Addison-Wesley, Reading (2009)

    Google Scholar 

  16. Di Nunzio, G.M., Leveling, J., Mandl, T.: LogCLEF 2011 multilingual log file analysis: language identification, query classification, and success of a query. In: CLEF 2011 Labs and Workshop, Notebook Papers (2011)

    Google Scholar 

  17. Di Nunzio, G.M., Leveling, J., Mandl, T.: Multilingual log analysis: LogCLEF. In: Clough, P., Foley, C., Gurrin, C., Jones, G.J.F., Kraaij, W., Lee, H., Mudoch, V. (eds.) ECIR 2011. LNCS, vol. 6611, pp. 675–678. Springer, Heidelberg (2011). https://doi.org/10.1007/978-3-642-20161-5_68

    Chapter  Google Scholar 

  18. Ferrante, M., Ferro, N., Maistro, M.: Injecting user models and time into precision via Markov chains. In: Proceedings of the 37th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2014), pp. 597–606. ACM Press (2014)

    Google Scholar 

  19. Ferro, N., Lucchese, C., Maistro, M., Perego, R.: On including the user dynamic in learning to rank. In: Proceedings of the 40th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval. ACM Press (2017)

    Google Scholar 

  20. Gauch, S., Speretta, M., Chandramouli, A., Micarelli, A.: User profiles for personalized information access. In: Brusilovsky, P., Kobsa, A., Nejdl, W. (eds.) The Adaptive Web. LNCS, vol. 4321, pp. 54–89. Springer, Heidelberg (2007). https://doi.org/10.1007/978-3-540-72079-9_2

    Chapter  Google Scholar 

  21. Joachims, T., Granka, L., Pan, B., Hembrooke, H., Gay, G.: Accurately interpreting clickthrough data as implicit feedback. In: Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2005), pp. 154–161. ACM Press (2005)

    Google Scholar 

  22. Joachims, T., Swaminathan, A., Schnabel, T.: Unbiased learning-to-rank with biased feedback. In: de Rijke, M., Shokouhi, M., Tomkins, A., Zhang, M. (eds.) Proceedings of the 10th ACM International Conference on Web Searching and Data Mining (WSDM 2017), pp. 781–789. ACM Press (2017)

    Google Scholar 

  23. Keenoy, K., Levene, M.: Personalisation of web search. In: Mobasher, B., Anand, S.S. (eds.) ITWP 2003. LNCS (LNAI), vol. 3169, pp. 201–228. Springer, Heidelberg (2005). https://doi.org/10.1007/11577935_11

    Chapter  Google Scholar 

  24. Koidl, K., Conlan, O., Wade, V.: Cross-site personalization: assisting users in addressing information needs that span independently hosted websites. In: Proceedings of the 25th ACM Conference on Hypertext and Social Media, pp. 66–76. ACM (2014)

    Google Scholar 

  25. Leveling, J., Di Nunzio, G.M., Mandl, T.: LogCLEF: enabling research on multilingual log files. In: Proceedings of the First Workshop on Personalised Multilingual Hypertext Retrieval, PMHR 2011, pp. 55–56. ACM Press (2011)

    Google Scholar 

  26. Lupu, M., Hanbury, A.: Patent retrieval. Found. Trends Inf. Retr. (FnTIR) 7(1), 1–97 (2013)

    Article  Google Scholar 

  27. Mandl, T., Agosti, M., Di Nunzio, G.M., Yeh, A., Mani, I., Doran, C., Schulz, J.M.: LogCLEF 2009: the CLEF 2009 multilingual logfile analysis track overview. In: Peters, C., Di Nunzio, G.M., Kurimo, M., Mandl, T., Mostefa, D., Peñas, A., Roda, G. (eds.) CLEF 2009. LNCS, vol. 6241, pp. 508–517. Springer, Heidelberg (2010). https://doi.org/10.1007/978-3-642-15754-7_62

    Chapter  Google Scholar 

  28. Mandl, T., Di Nunzio, G.M., Schulz, J.M.: LogCLEF 2010: the CLEF 2010 multilingual logfile analysis track overview. In: CLEF 2010 LABs and Workshops, Notebook Papers (2010)

    Google Scholar 

  29. Moffat, A., Zobel, J.: Rank-biased precision for measurement of retrieval effectiveness. ACM Trans. Inf. Syst. (TOIS) 27(1), 2:1–2:27 (2008)

    Article  Google Scholar 

  30. Müller, H.: Medical (visual) information retrieval. In: Agosti, M., Ferro, N., Forner, P., Müller, H., Santucci, G. (eds.) PROMISE 2012. LNCS, vol. 7757, pp. 155–166. Springer, Heidelberg (2013). https://doi.org/10.1007/978-3-642-36415-0_10

    Chapter  Google Scholar 

  31. Spina, D., Maistro, M., Ren, Y., Sadeghi, S., Wong, W., Baldwin, T., Cavedon, L., Moffat, A., Sanderson, M., Scholer, F., Zobel, J.: Understanding user behavior in job and talent search: an initial investigation. In: Proceedings of the 2017 SIGIR Workshop on eCommerce (eCom 2017). CEUR-WS.org (2017)

    Google Scholar 

  32. Sweetnam, M., Siochru, M., Agosti, M., Manfioletti, M., Orio, N., Ponchia, C.: Stereotype or spectrum: designing for a user continuum. In: the Proceedings of the First Workshop on the Exploration, Navigation and Retrieval of Information in Cultural Heritage, ENRICH (2013)

    Google Scholar 

  33. Sweetnam, M.S., Agosti, M., Orio, N., Ponchia, C., Steiner, C.M., Hillemann, E.-C., Ó Siochrú, M., Lawless, S.: User needs for enhanced engagement with cultural heritage collections. In: Zaphiris, P., Buchanan, G., Rasmussen, E., Loizides, F. (eds.) TPDL 2012. LNCS, vol. 7489, pp. 64–75. Springer, Heidelberg (2012). https://doi.org/10.1007/978-3-642-33290-6_8

    Chapter  Google Scholar 

  34. Wu, Q., Burges, C.J.C., Svore, K.M., Gao, J.: Adapting boosting for information retrieval measures. Inf. Retr. 13(3), 254–270 (2010)

    Article  Google Scholar 

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Correspondence to Giorgio Maria Di Nunzio .

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Agosti, M. et al. (2018). Thirty Years of Digital Libraries Research at the University of Padua: The User Side. In: Serra, G., Tasso, C. (eds) Digital Libraries and Multimedia Archives. IRCDL 2018. Communications in Computer and Information Science, vol 806. Springer, Cham. https://doi.org/10.1007/978-3-319-73165-0_5

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  • DOI: https://doi.org/10.1007/978-3-319-73165-0_5

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