Abstract
We propose an approach to Natural Language Processing exploiting knowledge domain in an e-commerce scenario. Based on such modeling an NLP parser is presented, aimed at translating demand/supply advertisements into structured Description Logic expressions, automatically mapping sentences with concept expressions related to a reference ontology.
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References
Lavelli, A., Magnini, B., Strapparava, C.: An approach to multilevel semantics for applied systems. In: Proc. ANLP 1992, pp. 17–24 (1992)
Allen, J.: Natural Language Understanding, 2nd edn. The Benjamin Cummings Publishing Company Inc (1999)
Baader, F., Calvanese, D., Mc Guinness, D., Nardi, D., Patel-Schneider, P. (eds.): The Description Logic Handbook. Cambridge University Press, Cambridge (2002)
Bos, J., Clark, S., Steedman, M.: Wide-coverage semantic representations from a ccg parser. In: Proc. COLING 2004 (2004)
Brachman, R.J., Levesque, H.J.: The tractability of subsumption in frame-based description languages. In: Proc. AAAI 1984, pp. 34–37 (1984)
Bateman, J.A.: Upper modeling: Organizing knowledge for natural language processing. In: Proc. 5th Int. Workshop on Natural Language Generation, pp. 54–61 (1990)
Knight, K., Luk, S.: Building a large knowledge base for machine translation. In: Proc. AAAI 1994 (1994)
Lopez, V., Motta, E.: Ontology-driven question answering in aqualog. In: Proc. NLDB 2004 (2004)
Di Noia, T., Di Sciascio, E., Donini, F.M.: Extending semantic-based matchmaking via concept abduction and contraction. In: Motta, E., Shadbolt, N.R., Stutt, A., Gibbins, N. (eds.) EKAW 2004. LNCS, vol. 3257, pp. 307–320. Springer, Heidelberg (2004)
Di Noia, T., Di Sciascio, E., Donini, F.M., Mongiello, M.: Abductive matchmaking using description logics. In: Proc. IJCAI 2003, pp. 337–342 (2003)
Di Noia, T., Di Sciascio, E., Donini, F.M., Mongiello, M.: A system for principled Matchmaking in an electronic marketplace. International Journal of Electronic Commerce 8(4), 9–37 (2004)
Brachman, R., Bobrow, R., Cohen, P., Klovstad, J., Webber, B., Woods, W.: Research in natural language understanding, annual report. Technical Report 4274, Bolt Beranek and Newman (1979)
Swift, M.D., Dzikovska, M.O., Tetreault, J.R., Allen, J.F.: Semi-automatic syntactic and semantic corpus annotation with a deep parser. In: Proc. LREC 2004 (2004)
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Coppi, S., Di Noia, T., Di Sciascio, E., Donini, F.M., Pinto, A. (2005). Ontology-Based Natural Language Parser for E-Marketplaces. In: Ali, M., Esposito, F. (eds) Innovations in Applied Artificial Intelligence. IEA/AIE 2005. Lecture Notes in Computer Science(), vol 3533. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11504894_39
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DOI: https://doi.org/10.1007/11504894_39
Publisher Name: Springer, Berlin, Heidelberg
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