Abstract
Growing need for information retrieval, information processing, and the associated need for navigation in existing information spaces resulted in several approaches that aim to improve efficiency of the respective user tasks. However, problems related to user navigation and orientation in large open information spaces still persist possibly due to increasing demands and the imperfections of individual approaches. We propose an integrated search and navigation solution that takes advantage of the faceted browsing paradigm and visual navigation in graphs both extended with support for automatic personalization based on user context also taking advantage of a user’s social network. The proposed solution is primarily evaluated in the domain of scientific publications, i.e. digital libraries, with possible extensions to other application domains.
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References
Levene, M., Wheeldon, R.: Navigating the World-Wide-Web. In: Levene, M., Poulovassilis, A. (eds.) Web Dynamics: Adapting to Change in Content, Size, Topology and Use, pp. 117–151. Springer, Heidelberg (2004)
Jansen, B.J., Spink, A., Bateman, J., Saracevic, T.: Real life information retrieval: a study of user queries on the web. SIGIR Forum 32(1), 5–17 (1998)
Markkula, M., Sormunen, E.: End-user searching challenges indexing practices in the digital newspaper photo archive. Inf. Retr. 1(4), 259–285 (2000)
Yee, K.P., Swearingen, K., Li, K., Hearst, M.: Faceted metadata for image search and browsing. In: CHI 2003. Proc. of the SIGCHI conf. on Human factors in computing systems, pp. 401–408. ACM Press, New York (2003)
Wynar, B.S., Taylor, A.G.: Introduction to Cataloging and Classification. Libraries Unlimited Inc. (1992)
Oren, E., Delbru, R., Decker, S.: Extending faceted navigation for rdf data. In: Cruz, I., Decker, S., Allemang, D., Preist, C., Schwabe, D., Mika, P., Uschold, M., Aroyo, L. (eds.) ISWC 2006. LNCS, vol. 4273, pp. 559–572. Springer, Heidelberg (2006)
Mäkelä, E., Hyvönen, E., Saarela, S., Viljanen, K.: Ontoviews - a tool for creating semantic web portals. In: McIlraith, S.A., Plexousakis, D., van Harmelen, F. (eds.) ISWC 2004. LNCS, vol. 3298, pp. 797–811. Springer, Heidelberg (2004)
Raitner, M.: Efficient Visual Navigation of Hierarchically Structured Graphs. PhD thesis, University of Passau (2004)
Schulz, H.J., Schumann, H.: Visualizing Graphs - A Generalized View. In: IV 2006. 10th International Conference on Information Visualisation, pp. 166–173 (2006)
Shadbolt, N., Berners-Lee, T., Hall, W.: The semantic web revisited. IEEE Intelligent Systems 21(3), 96–101 (2006)
Tvarožek, M., Bieliková, M.: Adaptive faceted browser for navigation in open information spaces. In: WWW 2007: Proc. of the 16th Int. Conf. on World Wide Web, pp. 1311–1312. ACM Press, New York (2007)
Tvarožek, M., Bieliková, M.: Personalized faceted navigation for multimedia collections. In: SMAP 2007: Proc. of the 2nd Int. Workshop on Semantic Media Adaptation and Personalization (accepted, 2007)
Brusilovsky, P., Rizzo, R.: Map-based horizontal navigation in educational hypertext. In: HYPERTEXT 2002. Proc. of the 13th ACM Conf. on Hypertext and Hypermedia, pp. 1–10. ACM Press, New York (2002)
Bielikova, M., Jemala, M.: Incremental visual browsing of ontology structure based on metadata evaluation and usage. In: HYPERTEXT 2007. Proc. of the 13th ACM Conf. on Hypertext and Hypermedia, ACM Press, New York (2007)
Yudelson, M., Brusilovsky, P., Zadorozhny, V.: A User Modeling Server for Contemporary Adaptive Hypermedia: An Evaluation of the Push Approach to Evidence Propagatation. In: Conati, C., McCoy, K., Paliouras, G. (eds.) UM 2007, Corfu, Greece. LNCS (LNAI), vol. 4511, pp. 27–36 (2007)
Andrejko, A., Barla, M., Bieliková, M., Tvarožek, M.: User Characteristics Acquisition from Logs with Semantics. In: Kelemenová, A., Kolář, D., Meduna, A., Zendulka, J. (eds.) ISIM 2007. 10th Int. Conf. on Information System Implementation and Modeling, Hradec nad Moravicí, Czech Republic, pp. 103–110 (2007)
Barla, M., Bieliková, M.: Estimation of User Characteristics using Rule-based Analysis of User Logs. In: UM 2007. Data Mining for User Modeling, Proc. of Workshop held at the Int. Conf. on User Modeling, Corfu, Greece, pp. 5–14 (2007)
Tvarožek, M., Barla, M., Bieliková, M.: Personalized Presentation in Web-Based Information Systems. In: van Leeuwen, J., Italiano, G.F., van der Hoek, W., Meinel, C., Sack, H., Plášil, F. (eds.) SOFSEM 2007. LNCS, vol. 4362, pp. 796–807. Springer, Heidelberg (2007)
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Tvarožek, M., Barla, M., Frivolt, G., Tomša, M., Bieliková, M. (2008). Improving Semantic Search Via Integrated Personalized Faceted and Visual Graph Navigation. In: Geffert, V., Karhumäki, J., Bertoni, A., Preneel, B., Návrat, P., Bieliková, M. (eds) SOFSEM 2008: Theory and Practice of Computer Science. SOFSEM 2008. Lecture Notes in Computer Science, vol 4910. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-77566-9_67
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DOI: https://doi.org/10.1007/978-3-540-77566-9_67
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