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How to Deal with Inaccurate Service Descriptions in On-The-Fly Computing: Open Challenges

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Natural Language Processing and Information Systems (NLDB 2018)

Part of the book series: Lecture Notes in Computer Science ((LNISA,volume 10859))

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Abstract

The vision of On-The-Fly Computing is an automatic composition of existing software services. Based on natural language software descriptions, end users will receive compositions tailored to their needs. For this reason, the quality of the initial software service description strongly determines whether a software composition really meets the expectations of end users. In this paper, we expose open NLP challenges needed to be faced for service composition in On-The-Fly Computing.

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References

  1. Bäumer, F.S., Dollmann, M., Geierhos, M.: Studying software descriptions in sourceforge and app stores for a better understanding of real-life requirements. In: Sarro, F., Shihab, E., Nagappan, M., Platenius, M.C., Kaimann, D. (eds) Proceedings of the 2nd ACM SIGSOFT International Workshop on App Market Analytics, Paderborn, Germany, pp. 19–25. ACM, September 2017

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  2. Bäumer, F.S., Geierhos, M.: Flexible ambiguity resolution and incompleteness detection in requirements descriptions via an indicator-based configuration of text analysis pipelines. In: Proceedings of the 51st Hawaii International Conference on System Sciences, Big Island, Waikoloa Village, pp. 5746–5755 (2018)

    Google Scholar 

  3. Dollmann, M., Geierhos, M.: On- and off-topic classification and semantic annotation of user-generated software requirements. In: Proceedings of the Conference on EMNLP. Austin, TX, USA. ACL, November 2016

    Google Scholar 

  4. Friesen, E., Bäumer, F.S., Geierhos, M.: CORDULA: software requirements extraction utilizing chatbot as communication interface. In: Joint Proceedings of REFSQ-2018 Workshops, Doctoral Symposium, Live Studies Track, and Poster Track co-located with the 23rd REFSQ 2018, Utrecht, Netherlands (2018)

    Google Scholar 

  5. Geierhos, M., Schulze, S., Bäumer, F.S.: What did you mean? facing the challenges of user-generated software requirements. In: Loiseau, S., Filipe, J., Duval, B., van den Herik, J. (eds) Proceedings of the 7th ICAART, Special Session on PUaNLP 2015, Lisbon, Portugal, pp. 277–283. SCITEPRESS (2015)

    Google Scholar 

  6. Navigli, R., Ponzetto, S.P.: Joining forces pays off: multilingual joint word sense disambiguation. In: Proceedings of the 2012 Joint Conference on EMNLP and CONLL, Jeju, Korea, pp. 1399–1410. ACL (2012)

    Google Scholar 

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Acknowledgements

This work was partially supported by the German Research Foundation (DFG) within the Collaborative Research Center “On-The-Fly Computing” (SFB 901).

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Correspondence to Frederik S. Bäumer .

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Bäumer, F.S., Geierhos, M. (2018). How to Deal with Inaccurate Service Descriptions in On-The-Fly Computing: Open Challenges. In: Silberztein, M., Atigui, F., Kornyshova, E., Métais, E., Meziane, F. (eds) Natural Language Processing and Information Systems. NLDB 2018. Lecture Notes in Computer Science(), vol 10859. Springer, Cham. https://doi.org/10.1007/978-3-319-91947-8_53

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  • DOI: https://doi.org/10.1007/978-3-319-91947-8_53

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-91946-1

  • Online ISBN: 978-3-319-91947-8

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