Abstract
In this paper, we present an information retrieval system for tourism information that allows query formulation in natural language. We describe a knowledge representation model, based on associative networks, for defining semantic relationships of terms. The relatedness of terms is taken into account and we show how a fuzzy search strategy, performed by a constrained spreading activation algorithm, yields beneficial results and recommends closely related matches to users’ queries. Thus, spreading activation implicitly implements query expansion.
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References
Berger, H.: Adaptive multilingual interfaces. Master’s thesis, Vienna University of Technology (2001)
Cavnar, W.B., Trenkle, J.M.: N-gram-based text categorization. In: Int’l Symp. on Document Analysis and Information Retrieval, Las Vegas, NV (1994)
Cohen, P.R., Kjeldsen, R.: Information retrieval by constrained spreading activation in semantic networks. Information Processing and Management 23(4), 255–268 (1987)
Crestani, F.: Application of spreading activation techniques in information retrieval. Artificial Intelligence Review 11(6), 453–582 (1997)
Crestani, F., Lee, P.L.: Searching the web by constrained spreading activation. Information Processing and Management 36(4), 585–605 (2000)
Dittenbach, M., Merkl, D., Berger, H.: What customers really want to know from tourism information systems but never dared to ask. In: Proc of the 5th Int’l Conf. on E-Commerce Research (ICECR-5), Montréal, Canada (2002)
Dittenbach, M., Merkl, D., Berger, H.: A natural language query interface for tourism information. In: Proc of the 10th Int’l Conf. on Information Technologies in Tourism (ENTER 2003), pp. 152–162 (2003)
Fesenmaier, D.R., Ricci, F., Schaumlechner, E., Wöber, K., Zanella, C.: DIETORECS: Travel Advisory for Multiple Decision Styles. In: Proc. of the 10th Int’l Conf. on Information Technologies in Tourism, pp. 232–241 (2003)
O’Brian, P.: Dynamic travel itinerary management: The ubiquitous travel agent. In: Proc of the 12th Int’l Australasian Conf. on Information Systems, Coffs Harbour, Australia (2001)
Philips, L.: Hanging on the metaphone. Computer Language Magazine 7(12) (1990)
Preece, S.: A spreading activation model for Information Retrieval. PhD thesis, University of Illinois, Urbana-Champaign, USA (1981)
Pröll, B., Retschitzegger, W., Wagner, R., Ebner, A.: Beyond traditional tourism information systems: TIScover. Information Technology and Tourism 1 (1998)
Quillian, M.R.: Semantic memory. In: Minsky, M. (ed.) Semantic Information Processing, pp. 227–270. MIT Press, Cambridge (1968)
Salton, G., Buckley, C.: On the use of spreading activation methods in automatic information retrieval. In: Proc. of the 11th Int’l Conf. on Research and Development in Information Retrieval (1988)
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Berger, H., Dittenbach, M., Merkl, D. (2003). Activation on the Move: Querying Tourism Information via Spreading Activation. In: Mařík, V., Retschitzegger, W., Štěpánková, O. (eds) Database and Expert Systems Applications. DEXA 2003. Lecture Notes in Computer Science, vol 2736. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-45227-0_47
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DOI: https://doi.org/10.1007/978-3-540-45227-0_47
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-40806-2
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