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Rapid development of multimodal interactive systems: a demonstration of platform for situated intelligence

Published: 03 November 2017 Publication History

Abstract

We demonstrate an open, extensible platform for developing and studying multimodal, integrative-AI systems. The platform provides a time-aware, stream-based programming model for parallel coordinated computation, a set of tools for data visualization, processing, and learning, and an ecosystem of pluggable AI components. The demonstration will showcase three applications built on this platform and highlight how the platform can significantly accelerate development and research in multimodal interactive systems.

References

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2017. Platform for Situated Intelligence. http://aka.ms/psi. (2017).
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Itseez. 2015. Open Source Computer Vision Library. https://github.com/itseez/ opencv. (2015).
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Morgan Quigley, Brian Gerkey, Ken Conley, Josh Faust, Tully Foote, Jeremy Leibs, Eric Berger, Rob Wheeler, and Andrew Ng. 2009. ROS: an open-source Robot Operating System. In Proc. of the IEEE Intl. Conf. on Robotics and Automation (ICRA) Workshop on Open Source Robotics. Kobe, Japan.
[4]
Gabriel Skantze and Samer Al Moubayed. 2012. IrisTK: a statechart-based toolkit for multi-party face-to-face interaction. In Proceedings of the 14th ACM international conference on Multimodal interaction (ICMI’12). ACM, 69–76.
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Johannes Wagner, Florian Lingenfelser, Tobias Baur, Ionut Damian, Felix Kistler, and Elisabeth André. 2013. The social signal interpretation (SSI) framework: Multimodal signal processing and recognition in real-time. In Proceedings of the 21st ACM international conference on Multimedia (MM’13). ACM, 831–834. Abstract 1 Introduction 2 Platform for Situated Intelligence 2.1 Runtime 2.2 Tools 2.3 Components 3 Demonstration Acknowledgments References

Cited By

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  • (2023)Platform for Situated Intelligence and OpenSense: A Tutorial on Building Multimodal Interactive Applications for ResearchCompanion Publication of the 25th International Conference on Multimodal Interaction10.1145/3610661.3617603(105-106)Online publication date: 9-Oct-2023
  • (2022)A cloud-based middleware for multi-modal interaction services and applicationsJournal of Ambient Intelligence and Smart Environments10.3233/AIS-22016114:6(455-481)Online publication date: 29-Nov-2022
  • (2022)Platforms and Tools for SIA Research and DevelopmentThe Handbook on Socially Interactive Agents10.1145/3563659.3563668(261-304)Online publication date: 27-Oct-2022
  • Show More Cited By

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  1. Rapid development of multimodal interactive systems: a demonstration of platform for situated intelligence

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    cover image ACM Conferences
    ICMI '17: Proceedings of the 19th ACM International Conference on Multimodal Interaction
    November 2017
    676 pages
    ISBN:9781450355438
    DOI:10.1145/3136755
    Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than the author(s) must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected].

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    New York, NY, United States

    Publication History

    Published: 03 November 2017

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    Author Tags

    1. integrative AI
    2. multimodal systems
    3. situated interaction
    4. streaming

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    ICMI '17 Paper Acceptance Rate 65 of 149 submissions, 44%;
    Overall Acceptance Rate 453 of 1,080 submissions, 42%

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    Cited By

    View all
    • (2023)Platform for Situated Intelligence and OpenSense: A Tutorial on Building Multimodal Interactive Applications for ResearchCompanion Publication of the 25th International Conference on Multimodal Interaction10.1145/3610661.3617603(105-106)Online publication date: 9-Oct-2023
    • (2022)A cloud-based middleware for multi-modal interaction services and applicationsJournal of Ambient Intelligence and Smart Environments10.3233/AIS-22016114:6(455-481)Online publication date: 29-Nov-2022
    • (2022)Platforms and Tools for SIA Research and DevelopmentThe Handbook on Socially Interactive Agents10.1145/3563659.3563668(261-304)Online publication date: 27-Oct-2022
    • (2022)Asset Management in Machine Learning: State-of-research and State-of-practiceACM Computing Surveys10.1145/354384755:7(1-35)Online publication date: 15-Dec-2022
    • (2022)Reproducibility in Human-Robot Interaction: Furthering the Science of HRICurrent Robotics Reports10.1007/s43154-022-00094-53:4(281-292)Online publication date: 22-Oct-2022
    • (2022)Multimodal Systems for Automated Oral Presentation Feedback: A Comparative AnalysisThe Multimodal Learning Analytics Handbook10.1007/978-3-031-08076-0_3(53-78)Online publication date: 31-May-2022
    • (2022)Incremental Unit Networks for Distributed, Symbolic Multimodal Processing and RepresentationDigital Human Modeling and Applications in Health, Safety, Ergonomics and Risk Management. Health, Operations Management, and Design10.1007/978-3-031-06018-2_24(344-363)Online publication date: 26-Jun-2022
    • (2021)Representations, Affordances, and Interactive SystemsMultimodal Technologies and Interaction10.3390/mti50500235:5(23)Online publication date: 1-May-2021
    • (2021)Towards Web-based Environments for Prototyping Social Robot ApplicationsCompanion of the 2021 ACM/IEEE International Conference on Human-Robot Interaction10.1145/3434074.3447182(308-312)Online publication date: 8-Mar-2021
    • (2021)Understanding Conversational and Expressive Style in a Multimodal Embodied Conversational AgentProceedings of the 2021 CHI Conference on Human Factors in Computing Systems10.1145/3411764.3445708(1-10)Online publication date: 6-May-2021
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