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Original Articles

Robust Natural Language Processing for Urban Trip Planning

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REFERENCES

  • Androutsopoulos, I., G. D. Ritchie, and P. Thanisch. 1995. Natural language interfaces to databases–An introduction. Journal of Language Engineering 1 (1):29–81.
  • Austin, J. L. 1962. How to do things with words. Oxford, UK: Oxford University Press.
  • Bangalore, S., and M. Johnston. 2009. Robust understanding in multimodal interfaces. Computational Linguistics 35 (3):345–97.
  • Benslimane, D., E. Leclercq, M. Savonnet, M.-N. Terrasse, and K. Yétongnon. 2000. On the definition of generic multi-layered ontologies for urban applications. Computers, Environment and Urban Systems 24 (3):191–214. doi:10.1016/S0198-9715(99)00059-9.
  • Bernsen, N. O., and L. Dybkjær. 2002. A multimodal virtual co-driver’s problems with the driver. In Proceedings of the ISCA tutorial and research workshop on spoken dialogue in mobile environments. Kloster Irsee, Germany: International Speech Communication Association.
  • Bernstein, A., E. Kaufmann, and C. Kaiser. 2005. Querying the semantic web with Ginseng: A guided input natural language search engine. Paper presented at the 15th Workshop on Information Technology and Systems (WITS), Las Vegas, NV, December.
  • Black, A. W., S. Burger, A. Conkie, H. Hastie, S. Keizer, O. Lemon, N. Merigaud, G. Parent, G. Schubiner, B. Thomson, J. D. Williams, Y. Kai, S. Young, and M. Eskenazi. 2011. Spoken dialog challenge 2010: Comparison of live and control test results. Paper presented at Proceedings of SIGDial 2011, the 12th Conference of the ACL Special Interest Group in Discourse and Dialogue, Portland, OR, June 17–18.
  • Booth, J. 2011. Modeling and querying multimodal urban transportation networks. PhD thesis, University of Illinois at Chicago.
  • Booth, J., B. Di Eugenio, I. F. Cruz, and O. Wolfson. 2009a. Query Sentences as semantic (sub)networks. Paper presented at The 3rd IEEE International Conference on Semantic Computing (ICSC), Berkley, CA, September 14–16.
  • Booth, J., P. Sistla, O. Wolfson, and I. F. Cruz. 2009b. A data model for trip planning in multimodal transportation systems. Paper presented at the 12th International Conference on Extending Database Technology (EDBT), Saint-Petersburg, Russian Federation, March 23–26.
  • Branavan, S. R. K., N. Kushman, T. Lei, and R. Barzilay. 2012a. Learning high-level planning from text. In Proceedings of the 50th Annual meeting of the association for computational linguistics (Volume 1: Long papers). Jeju Island, Korea: Association for Computational Linguistics.
  • Branavan, S. R. K., D. Silver, and R. Barzilay. 2012b. Learning to win by reading manuals in a Monte-Carlo framework. Journal of Artificial Intelligence Research 43:661–704.
  • Branavan, S. R. K., L. Zettlemoyer, and R. Barzilay. 2010. Reading between the lines: Learning to map high-level instructions to commands. In Proceedings of the 48th annual meeting of the association for computational linguistics. Uppsala, Sweden: Association for Computational Linguistics.
  • Brunner, L., K. U. Schulz, and F. Weigel. 2006. Organizing thematic, geographic and temporal knowledge in a well-founded navigation space: logical and algorithmic foundations for EFGT nets. International Journal of Web Services Research 3 (4):1–31. doi:10.4018/IJWSR.
  • Budanitsky, A., and G. Hirst. 2006. Evaluating wordnet-based measures of lexical semantic relatedness. Computational Linguistics 32 (1):13–47. doi:10.1162/coli.2006.32.1.13.
  • Buehler, D., S. Vignier, P. Heisterkamp, and W. Minke. 2003. Safety and operating issues for mobile human-machine interfaces. Paper presented at the International Conference on Intelligent User Interfaces (IUI), Miami, FL, USA, January 12–15.
  • Chen, D. L., J. Kim, and R. J. Mooney. 2010. Training a multilingual sportscaster: Using perceptual context to learn language. Journal of Artificial Intelligence Research 37 (1):397–436.
  • Cohen, P. R. 1992. The role of natural language in a multimodal interface. In ACM symposium on user interface software and technology (UIST). New York, NY, USA: ACM.
  • Coletti, P., L. Cristoforetti, M. Matassoni, M. Omologo, P. Svaizer, P. Geutner, and F. Steffens. 2003. A speech driven in-car assistance system. Paper presented at IEEE Conference on Intelligent Vehicles, Columbus, OH, June 9–11.
  • De Marneffe, M.-C., and C. D. Manning. 2008. Stanford Typed Dependencies Manual. Standford University, available at nlp.stanford.edu/software/dependencies_manual.pdf.
  • Di Eugenio, B. 1987. Cooperative behaviour in the FIDO system. Information Systems 12:295–316. doi:10.1016/0306-4379(87)90007-X.
  • Dillenburg, J. F., O. Wolfson, and P. C. Nelson. 2002. The intelligent travel assistant. Paper presented at the IEEE 5th Annual Conference on Intelligent Transportation Systems (ITCS), Singapore, September 3–6.
  • Dzikovska, M. O., J. F. Allen, and M. D. Swift. 2008. Linking semantic and knowledge representations in a multi-domain dialogue system. Journal of Logic and Computation 18 (3):405–30. doi:10.1093/logcom/exm067.
  • Ferrández, Ó., C. Spurk, M. Kouylekov, I. Dornescu, S. Ferrández, M. Negri, R. Izquierdo, D. Tomás, C. Orasan, G. Neumann, B. Magnini, and J. L. Vicedo. 2011. The QALL-ME framework: A specifiable-domain multilingual question answering architecture. Journal of Web Semantics: Science, Services and Agents on the World Wide Web 9 (2):137–45. doi:10.1016/j.websem.2011.01.002.
  • Fonseca, F. T., M. J. Egenhofer, C. A. Davis Jr., and K. A. V. Borges. 2000. Ontologies and knowledge sharing in urban GIS. Computers, Environment and Urban Systems 24 (3):251–72. doi:10.1016/S0198-9715(00)00004-1.
  • Garcia, V. L., E. Motta, and V. Uren. 2006. AquaLog: An ontology-driven question answering system to interface the semantic web. Paper presented at the North American Chapter of the Association for Computational Linguistics Conference on Human Language Technology (NAACL-HLT), New York, NY, June 4–9.
  • Geutner, P., F. Steffens, and D. Manstetten. 2002. Design of the VICO spoken dialogue system: Evaluation of user expectations by Wizard-of-Oz Experiments: A speech driven in-car assistance system. Paper presented at the International Conference on Language Resources and Evaluation (LREC), Las Palmas, Canary Islands, Spain, May 27–June 2.
  • Grasso, M. A., D. S. Ebert, and T. W. Finin. 1998. The integrality of speech in multimodal interfaces. ACM Transactions on Computer-Human Interaction 5 (4):303–25. doi:10.1145/300520.300521.
  • Gruenstein, A., and S. Seneff. 2007. Releasing a multimodal dialogue system into the wild: User support mechanisms. Paper presented at Proceedings of SIGDial 2007, the 8th Workshop of the ACL Special Interest Group in Discourse and Dialogue, Antwerp, Belgium, September 1–2.
  • Gruenstein, A. 2008. City browser: A web-based multimodal interface to urban information. Paper presented at the ACL Workshop on Mobile Language Processing Demo (ACL-HLT), Columbus, OH, June 15–20.
  • Hemphill, C. T., J. J. Godfrey, and G. R. Doddington. 1990. The ATIS spoken language systems pilot corpus. In DARPA speech and natural language workshop. Burlington, MA: Morgan Kaufmann.
  • Hirst, G. 1981. Discourse-oriented anaphora resolution in natural language understanding: A review. Computational Linguistics 7 (2):85–98.
  • John, B., D. Salvucci, P. Centgraf, and K. Prevas. 2004. Integrating models and tools in the context of driving and in-vehicle devices. Paper presented at the International Conference on Cognitive Modeling, Pittsburgh, PA, July 30–Aug 1.
  • Johnston, M., S. Bangalore, G. Vasireddy, A. Stent, P. Ehlen, M. Walker, S. Whittaker, and P. Maloor. 2002. MATCH: An architecture for multimodal dialogue systems. Paper presented at the Annual Meeting on Association for Computational Linguistics (ACL), Philadelphia, PA, July 7–12.
  • Jurafsky, D., and J. H. Martin. 2009. Speech and language processing. 2nd ed. Upper Saddle River, NJ: Pearson Education – Prentice Hall.
  • Kaplan, S. J. 1982. Cooperative responses from a portable natural language query system. Artificial Intelligence 19 (2):165–87. doi:10.1016/0004-3702(82)90035-2.
  • Kate, R. J., and R. J. Mooney. 2007. Learning language semantics from ambiguous supervision. In AAAI-2007, Proceedings of the twenty-second conference on Artificial Intelligence. Menlo Park, CA: AAAI Press.
  • Kaufmann, E., A. Bernstein, and L. Fischer. 2007. NLP-Reduce: A “naïve” but domain-independent natural language interface for querying ontologies. Paper presented at the 4th European Semantic Web Conference (ESWC), Innsbruck, Austria, June 3–7.
  • Kaufmann, E., A. Bernstein, and R. Zumstein. 2006. Querix: A natural language interface to query ontologies based on clarification dialogs. Paper presented at the 5th International Semantic Web Conference (ISWC), Athens, GA, November 5–9.
  • Kaufmann, E., and A. Bernstein. 2008. How useful are natural language interfaces to the semantic web for casual end-users? Paper presented at the 6th International and 2nd Asian Semantic Web Conference (ISWC/ASWC), Karlsruhe, Germany, October 26–30.
  • Klein, D., and C. D. Manning. 2003. Accurate unlexicalized parsing. Paper presented at the 41st Annual Meeting of the Association for Computational Linguistics (ACL), Sapporo, Japan, July 7–12.
  • Lester, J. C., and B. W. Porter. 1997. Developing and empirically evaluating robust explanation generators: the KNIGHT experiments. Computational Linguistics 23 (1):65–102. Special Issue on Empirical Studies in Discourse.
  • Liang, P., M. Jordan, and D. Klein. 2009. Learning semantic correspondences with less supervision. In Proceedings of ACL (pp. 389–446). Suntec, Singapore: Association for Computational Linguistics.
  • Liang, P., M. I. Jordan, and D. Klein. 2013. Learning dependency-based compositional semantics. Computational Linguistics 39 (2).
  • Lopez, V., E. Motta, and V. Uren. 2006. PowerAqua: Fishing the semantic web. Paper presented at the 3rd European Semantic Web Conference (ECSW), Budva, Montenegro, June 11–14.
  • Lorenz, B., H. J. Ohlbach, and L. Yang. 2005. Ontology of transportation networks. Technical Report REWERSE Project IST-2004-506779.
  • Marçal De Oliveira, K., F. Bacha, H. Mnasser, and M. Abed. 2013. Transportation ontology definition and application for the content personalization of user interfaces. Expert Systems with Applications 40 (8):3145–59. doi:10.1016/j.eswa.2012.12.028.
  • Meisel, W. 2013. The personal-assistant model: Unifying the technology experience. In Mobile speech and advanced natural language solutions, eds. A. Neustein and J. A. Markowitz, 35–45. Berlin: Springer.
  • Meng, F., and W. Chu. 1999. Database query formation from natural language using semantic modeling and statistical keyword meaning disambiguation. Technical Report, University of California at Los Angeles, Los Angeles, CA, USA.
  • Misu, T., and T. Kawahara. 2006. Dialogue strategy to clarify user’s queries for document retrieval system with speech interface. Speech Communication 48 (9):1137–50. doi:10.1016/j.specom.2006.04.001.
  • Mnasser, H., M. Khemaja, K. Marçal De Oliveira, and M. Abed. 2010. A public transportation ontology to support user travel planning. Paper presented at the International Conference on Research Challenges in Information Science (RCIS), Guadeloupe, French West Indies, France, May 19–21.
  • Moldovan, D., C. Clark, S. Harabagiu, and D. Hodges. 2007. COGEX: A semantically and contextually enriched logic prover for question answering. Journal of Applied Logic 5 (1):49–69. doi:10.1016/j.jal.2005.12.005.
  • Muresan, S. 2008. Learning to map text to graph-based meaning representations via grammar induction. Paper presented at Proceedings of the 3rd Textgraphs Workshop on Graph-Based Algorithms for Natural Language Processing. COLING Workshop, Manchester, UK, August 18–22.
  • Neustein, A., and J. A. Markowitz (Eds.). 2013. Mobile speech and advanced natural language solutions. Berlin: Springer.
  • Niaraki, A. S., and K. Kim. 2009. Ontology based personalized route planning system using a multi-criteria decision making approach. Expert Systems with Applications 36 (2):2250–59. doi:10.1016/j.eswa.2007.12.053.
  • OpenCYC. 2011. http://www.opencyc.org/.
  • Prince, E. 1981. Toward a taxonomy of given-new information. In Radical pragmatics, ed. P. Cole, 223–55. Waltham, MA: Academic Press.
  • Raux, A., B. Langner, D. Bohus, A. W. Black, and M. Eskenazi. 2005. Let’s go public! Taking a spoken dialog system to the real world. Paper presented at Interspeech, Lisbon, Portugal, September 4–8.
  • Rosé, C. P., and A. Lavie. 2000. Balancing robustness and efficiency in unification-augmented context-free parsers for large practical applications. In Robustness in language and speech technology, eds. J.-C. Junqua and G. van Noord. Dordrecht: Kluwer Academic Press.
  • Salvucci, D. D. 2005. A multitasking general executive for compound continuous tasks. Cognitive Science 29:457–92. doi:10.1207/s15516709cog0000_19.
  • Searle, J. R. 1975. Indirect speech acts. In Syntax and semantics 3. Speech acts, eds. P. Cole, and J. L. Morgan. Waltham, MA: Academic Press.
  • Sharman, R., R. Kishore, and R. Ramesh (Eds.). 2007. Ontologies: A handbook of principles, concepts and applications in information systems. In Integrated Series in Information Systems, no. 14. Berlin: Springer–Verlag.
  • Staab, S., and R. Studer, eds. 2009. Handbook on ontologies. International Handbooks on Information Systems. Berlin: Springer–Verlag.
  • Stoyanchev, S., A. Liu, and J. Hirschberg. 2012. Clarification questions with feedback. Paper presented at Proceedings of Interspeech, Portland, OR, September 9–13.
  • Suggested upper merged ontology. 2011. http://www.ontologyportal.org/.
  • Teller, J., A. K. Keita, C. Roussey, and R. Laurini. 2007. Urban Ontologies for an improved communication in urban civil engineering projects. Cybergeo: Revue Européenne de Géographie= Cybergeo-European Journal of Geography. doi:10.4000/cybergeo.
  • Thompson, C. A., and R. J. Mooney. 2003. Acquiring word-meaning mappings for natural language interfaces. Journal of Artificial Intelligence Research 18 (1):1–44.
  • United States Research and Innovative Technology Administration. 2011. ITS strategic research plan, 2010-2014: Executive summary. Washington, DC.
  • Vilar, D., X. Jia, L. F. D’Haro, and H. Ney. 2006. Error analysis of statistical machine translation output. Paper presented at the 5th International Conference on Language Resources and Evaluation (LREC), Genoa, Italy, May 24–28.
  • Walker, M. A., D. J. Litman, C. A. Kamm, and A. Abella. 1997. PARADISE: A framework for evaluating spoken dialogue agents. Paper presented at the Annual Meeting of the Association for Computational Linguistics (ACL), Prague, Czech Republic, June 23–30.
  • Wang, C., M. Xiong, Q. Zhou, and Y. Yong. 2007. PANTO: A portable natural language interface to ontologies. Paper presented at theEuropean Semantic Web Conference (ESWC), Innsbruck, Austria, June 3–7.
  • Wang, J., Z. Ding, and C. Jiang. 2005. An ontology-based public transport query system. Paper presented at IEEE SKG’05, First International Conference on Semantics, Knowledge and Grid, Beijing, China, November 27–29.
  • Webber, B. L. 1978. A formal approach to discourse anaphora. PhD thesis, Harvard University.
  • Will, C. A. 1993. Comparing human and machine performance for natural language information extraction: Results for English microelectronics from the MUC-5 evaluation. InProceedings of the 5th Conference on message understanding (MUC). Baltimore, MD, USA: Association for Computational Linguistics.
  • Yunyao, L., H. Yang, and H. V. Jagadish. 2005. NaLIX: An interactive natural language interface for querying XML. In Proceedings of the ACM international conference on management of data (SIGMOD). New York, NY, USA: ACM Press.
  • Zettlemoyer, L., and M. Collins. 2009. Learning context-dependent mappings from sentences to logical form. In Proceedings of the joint conference of the 47th annual meeting of the acl and the 4th international joint conference on natural language processing of the AFNLP. Suntec, Singapore: Association for Computational Linguistics.
  • Zhong, T., B. Xu, and O. Wolfson. 2008. Disseminating real-time traffic information in vehicular ad-hoc networks. Paper presented at the IEEE Intelligent Vehicles Symposium, 2008 IEEE, Eindhoven, Netherlands, June 4–6.

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