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Federated Grid Architecture for Language Services

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Part of the book series: Cognitive Technologies ((COGTECH))

Abstract

The existing platforms designed to ensure interoperability of language services define their own data format and annotation vocabularies. To construct a comprehensive language service infrastructure, various types of language services supporting different languages need to be connected to the platforms. However, it is difficult for a single operator to collect and organize services for two key reasons: what kinds of language services are registered depends on the purpose of the platforms, and the language resources are characterized by their locality. Therefore, federation of the platforms across regions is essential to establish the comprehensive infrastructure desired. In this chapter, we extend the existing service grid architecture to federate heterogeneous as well as homogeneous language service platforms. To this end, we introduce an upper-level ontology for a service grid that facilitates the semantic integration of domain ontologies and guides the development of new domain ontologies. Moreover, we also introduce a federated grid architecture that can share language service registries, and compose language services across service grids.

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Notes

  1. 1.

    http://langrid.org/service_manager/.

References

  1. Bramantoro, A., Tanaka, M., Murakami, Y., Schäfer, U., Ishida, T.: A hybrid integrated architecture for language service composition. In: Proceedings of the Sixth International Conference on Web Services (ICWS’08), pp. 345–352 (2008)

    Google Scholar 

  2. Eckart de Castilho, R., Gurevych, I.: A broad-coverage collection of portable NLP components for building shareable analysis pipelines. In: Proceedings of the Workshop on Open Infrastructures and Analysis Frameworks for HLT, pp. 1–11 (2014)

    Google Scholar 

  3. Cunningham, H., Maynard, D., Bontcheva, K., Tablan, V.: GATE: an architecture for development of robust HLT applications. In: Proceedings of the Fortieth Annual Meeting on Association for Computational Linguistics (ACL’02), pp. 168–175 (2002)

    Google Scholar 

  4. Ferrucci, D., Lally, A.: UIMA: an architectural approach to unstructured information processing in the corporate research environment. J. Nat. Lang. Eng. 10, 327–348 (2004)

    Article  Google Scholar 

  5. Ide, N., Pustejovsky, J., Cieri, C., Nyberg, E., Wang, D., Suderman, K., Verhagen, M., Wright, J.: The language application grid. In: Proceedings of the Ninth International Conference on Language Resources and Evaluation (LREC’14), pp. 22–30 (2014)

    Google Scholar 

  6. Ishida, T. (ed.): The language grid: Service-oriented collective intelligence for language resource interoperability. Springer Science & Business Media, Berlin (2011)

    Google Scholar 

  7. Ishida, T., Murakami, Y., Lin, D., Nakaguchi, T., Otani, M.: Open language grid - towards a global language service infrastructure. In: Proceedings of the Third ASE International Conference on Social Informatics (2014)

    Google Scholar 

  8. Kano, Y., Baumgartner, W., McCrohon, L., Ananiadou, S., Cohen, K., Hunter, L., Tsujii, J.: U-Compare: share and compare text mining tools with UIMA. Bioinformatics 25(15), 1997–1998 (2009)

    Article  Google Scholar 

  9. Lohmann, S., Negru, S., Haag, F., Ertl, T.: Visualizing ontologies with VOWL. Semant. Web 7(4), 399–419 (2016)

    Article  Google Scholar 

  10. Martin, D., Burstein, M., McDermott, D., McIlraith, S., Paolucci, M., Sycara, K., McGuinness, D.L., Sirin, E., Srinivasan, N.: Bringing semantics to web services with OWL-S. World Wide Web 10(3), 243–277 (2007)

    Article  Google Scholar 

  11. Murakami, Y., Lin, D., Ishida, T.: Service-oriented architecture for interoperability of multilanguage services. In: Buitelaar, P., Cimiano, P. (eds.) Towards the Multilingual Semantic Web: Principles, Methods and Applications, pp. 313–328. Springer Science & Business Media, Berlin (2014)

    Google Scholar 

  12. Murakami, Y., Lin, D., Tanaka, M., Nakaguchi, T., Ishida, T.: Service grid architecture. In: Ishida, T. (ed.) The Language Grid: Service-oriented Collective Intelligence for Language Resource Interoperability, pp. 19–34. Springer Science & Business Media, Berlin (2011)

    Chapter  Google Scholar 

  13. Murakami, Y., Nakaguchi, T., Lin, D., Ishida, T.: An ontology for language service composability. In: Proceedings of the Third International Workshop on Worldwide Language Service Infrastructure and Second Workshop on Open Infrastructures and Analysis Frameworks for Human Language Technologies (WLSI/OIAF4HLT’16), pp. 61–69 (2016)

    Google Scholar 

  14. Murakami, Y., Tanaka, M., Lin, D., Ishida, T.: Service grid federation architecture for heterogeneous domains. In: Proceedings of the Ninth International Conference on Services Computing (SCC’12), pp. 539–546 (2012)

    Google Scholar 

  15. Nakaguchi, T., Murakami, Y., Lin, D., Ishida, T.: Higher-order functrions for modeling hierarchical service bindings. In: Proceedings of the Thirteenth International Conference on Services Computing (SCC’16), pp. 798–803 (2016)

    Google Scholar 

  16. Paolucci, M., Kawamura, T., Payne, T.R., Sycara, K.: Semantic matching of web services capabilities. In: Proceedings of the First International Semantic Web Conference (ISWC’02), pp. 333–347 (2002)

    Google Scholar 

  17. Piperidis, S.: The meta-share language resources sharing infrastructure: principles, challenges, solutions. In: Proceedings of the 8th International Conference on Language Resources and Evaluation Conference (LREC’12), pp. 36–42 (2012)

    Google Scholar 

  18. Toral, A., Pecina, P., Way, A., Poch, M.: Towards a user-friendly webservice architecture for statistical machine translation in the PANACEA project. In: Proceedings of the 15th Conference of the European Association for Machine Translation (EAMT’11), pp. 63–70 (2011)

    Google Scholar 

  19. Trang, M.X., Murakami, Y., Lin, D., Ishida, T.: Integration of workflow and pipeline for language service composition. In: Proceedings of the 9th International Conference on Language Resources and Evaluation Conference (LREC’14), pp. 3829–3836 (2014)

    Google Scholar 

  20. Wang, H.H., Gibbins, N., Payne, T.R., Redavid, D.: A formal model of the Semantic Web Service Ontology (WSMO). Inf. Syst. 37(1), 33–60 (2012)

    Article  Google Scholar 

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Acknowledgements

This research is partially supported by a Grant-in-Aid for Young Scientists (A) (17H04706, 2017–2020) and a Grant-in-Aid for Scientific Research (A) (17H00759, 2017–2020) from Japan Society for the Promotion of Science (JSPS).

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Correspondence to Yohei Murakami .

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Murakami, Y., Nakaguchi, T., Lin, D., Ishida, T. (2018). Federated Grid Architecture for Language Services. In: Murakami, Y., Lin, D., Ishida, T. (eds) Services Computing for Language Resources . Cognitive Technologies. Springer, Singapore. https://doi.org/10.1007/978-981-10-7793-7_1

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  • DOI: https://doi.org/10.1007/978-981-10-7793-7_1

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