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PRINTEPS: An Integrated Intelligent Application Development Platform based on Stream Reasoning and ROS

Author

Listed:
  • Takeshi Morita

    (Keio University)

  • Kodai Nakamura

    (Keio University)

  • Hiroki Komatsushiro

    (Keio University)

  • Takahira Yamaguchi

    (Keio University)

Abstract

Although AI and service robot applications have become very popular in many domains recently, many of them are specific applications and it is still difficult to develop integrated intelligent applications such as a robot teahouse and teaching assistant robots. To develop such integrated intelligent applications, we need integrated intelligent application platforms that have AI integration and agile process facilities. From the above background, we are currently developing PRactical INTElligent aPplicationS (PRINTEPS), which is a platform for developing integrated intelligent applications by combining only five types of modules, namely knowledge-based reasoning, spoken dialogue, image sensing, motion management, and machine learning. This paper proposes a workflow editor in PRINETPS based on a service-oriented architecture and a Robot Operating System that enables real-time parallel processing for multiple robots and sensors by integrating the five types of modules. The editor also supports not only developers but also domain experts in updating workflows frequently. This paper also proposes a novel method to integrate signals acquired through image sensing with knowledge (ontologies and business rules) using C-SPARQL and Semantic Web Rule Language. To evaluate PRINTEPS, we developed a robot teahouse application including customer reception and guidance to table services using a humanoid robot with PRINTEPS. Through this case study, we demonstrated that the behaviors of the robot can be modified by changing the workflow, the ontology, and the rules.

Suggested Citation

  • Takeshi Morita & Kodai Nakamura & Hiroki Komatsushiro & Takahira Yamaguchi, 2018. "PRINTEPS: An Integrated Intelligent Application Development Platform based on Stream Reasoning and ROS," The Review of Socionetwork Strategies, Springer, vol. 12(1), pages 71-96, June.
    • Handle: RePEc:spr:trosos:v:12:y:2018:i:1:d:10.1007_s12626-018-0020-y
    DOI: 10.1007/s12626-018-0020-y
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    References listed on IDEAS

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    1. Jérôme Boyer & Hafedh Mili, 2011. "Agile Business Rule Development," Springer Books, in: Agile Business Rule Development, chapter 0, pages 49-71, Springer.
    2. Jérôme Boyer & Hafedh Mili, 2011. "Agile Business Rule Development," Springer Books, Springer, number 978-3-642-19041-4, January.
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    Cited by:

    1. Takeshi Morita & Naho Kashiwagi & Ayanori Yorozu & Hideo Suzuki & Takahira Yamaguchi, 2020. "Evaluation of a Multi-robot Cafe Based on Service Quality Dimensions," The Review of Socionetwork Strategies, Springer, vol. 14(1), pages 55-76, April.

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