Abstract
Significant technological advancements in computer vision, natural language processing and other fields of computer science and engineering have made way for us to build new human-computer interfaces like a Cognitive Immersive Room (CIR). The CIR described in this work can “see”, “hear”, interpret and respond appropriately to a user or a group of users occupying it. However, bringing the state-of-the-art technologies together to respond to different levels of interpretations of multiple input sources under a unified system that can be easily re-configured to suit different purposes is a challenge. The possible use-cases and benefits of such a smart-room are exciting and limitless. To address this sky-high vision of a smart-room, we describe a software architecture, Cognitive Immersive Room Architecture (CIRA) that allows the room to be programmed for multiple use-cases by providing them spatial and contextual intelligence. In this project, given the relationship of the software with the physical attributes of a room, reconfigurability to various physical environments must be kept in mind. By providing resilience to changes in the lower-level devices, the architecture allows flexibility for researchers to enable different multi-modal interactions. The architecture also supports use-case and context-nesting. Thus, this work describes an architecture that enables a smart-room with multi-modal interaction, interpretation and reasoning. The CIRA supports nested contexts, multiple languages and multiple physical environments. We describe four such contexts (use-cases), two languages and two physical environments prototyped using this architecture and describe a pilot user-study.
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Su, H.: The cognitive and immersive situations room, XRDS: crossroads. ACM Mag. Stud. 23(3), 20–23 (2017)
Sen, A., Peveler, M., Marton, N., Ghosh, R., Licato, J., Radke, R.J., Woodstock, T.-K.A.E., Dong, B., O’Neil, K., Carter, T., Bringsjord, S.: Toward the cognitive classroom: Mathematical physics. In: Conference Proceedings: IED (Immersive Education), 6th European Immersive Education Summit, Padua, Italy, vol. 2016, PP. 21–23 (2016)
Limniou, M., Roberts, D., Papadopoulos, N.: Full immersive virtual environment cavetm in chemistry education. Comput. Educ. 51(2), 584–593 (2008). http://www.sciencedirect.com/science/article/pii/S0360131507000747
Fleming, J., Kapoor, K., Sevdalis, N., Harries, M.: Validation of an operating room immersive microlaryngoscopy simulator. Laryngoscope 122(5), 1099–1103 (2012). http://dx.doi.org/10.1002/lary.23240
Greenstein, B.: How Watson IoT May Transform Your Next Hospital Stay. https://www.ibm.com/blogs/internet-of-things/cognitive-announcement-jefferson-hospital/
Bolt, R.A.: Put-that-there: Voice and gesture at the graphics interface. In: Proceedings of the 7th Annual Conference on Computer Graphics and Interactive Techniques, ser. SIGGRAPH ’80, , pp. 262–270. ACM, New York, NY, USA (1980). http://doi.acm.org/10.1145/800250.807503
Pentland, A.P.: Smart rooms. Sci. Am. 274, 68–76 (1996). Apr.
Ekenel, H.K., Fischer, M., Stiefelhagen, R.: Face recognition in smart rooms. In: Popescu-Belis, A., Renals, S., Bourlard, H. (eds.) Machine Learning for Multimodal Interaction. Springer, Berlin, Heidelberg, pp. 120–131 (2008)
Coen, M.H.: Building brains for rooms: designing distributed software agents. In: Proceedings of the Conference on Innovative Applications of Artificial Intelligence, pp. 971–977. AAAI Press (1997)
Brooks, R.A.: The intelligent room project. In: Proceedings of the 2nd International Conference on Cognitive Technology (CT ’97), ser. CT ’97, pp. 271–278. IEEE Computer Society, Washington, DC, USA (1997). http://dl.acm.org/citation.cfm?id=794204.795308
Coen, M.H.: Sodabot: a software agent environment and construction system. In: AAAI (1994)
DARPA cognitive agent that learns and organizes (CALO) project (2018). http://www.ai.sri.com/project/CALO
The PAL framework (2018). https://pal.sri.com/
Nezhad, H.R.M.: Cognitive assistance at work. In: AAAI Fall Symposium Series. AAAI Publications (2015)
Chen, H., Finin, T., Joshi, A., Kagal, L., Perich, F., Chakraborty, D.: Intelligent agents meet the semantic web in smart spaces. IEEE Internet Comput. 8(6), 69–79 (2004)
Chakraborti, T., Talamadupula, K., Dholakia, M., Srivastava, B., Kephart, J.O., Bellamy, R.K.: Mr. Jones–Towards a Proactive Smart Room Orchestrator (2017). arXiv:1709.04517
Zhao, R., Wang, K., Divekar, R., Rouhani, R., Su, H., Ji, Q.: An immersive system with multi-modal human-computer interaction. In: The IEEE Conference on Automatic Face and Gesture Recognition (FG), May 2018
Divekar, R.R., Drozdal, J., Zhoy, Y., Song, Z., David, A., Rouhani, R., Zhao, R., Zheng, S., Su, H.: Interaction challenges in ai equipped environments built to teach foreign languages through dialogue and task-completion. In: To appear in Proceedings of the Designing Interactive Systems Conference, ser. DIS ’18 (2018)
Minski, M.: The Society of Mind. Simon & Schuster, Columbia (1985)
Jivani, D., Sharma, G., Radke, R.J.: Occupant location and gesture estimation in large-scale immersive spaces. In: CHI’18 Workshop on Living Labs: Measuring Human Experience in the Built Environment. ACM, New York, NY, USA (2018)
Watson assistant (2018). https://www.ibm.com/watson/services/conversation/
Acknowledgment
This work is supported by the Cognitive and Immersive Systems Laboratory (CISL) (http://cisl.rpi.edu), a collaboration between IBM Research and Rensselaer Polytechnic Institute, and also a center in IBM’s AI Horizon Network. The authors would like to thank all of the researchers at CISL and colleagues at IBM Yorktown Heights for their contributions to this research. Without their help, this project would not have been possible.
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Divekar, R.R. et al. (2019). CIRA: An Architecture for Building Configurable Immersive Smart-Rooms. In: Arai, K., Kapoor, S., Bhatia, R. (eds) Intelligent Systems and Applications. IntelliSys 2018. Advances in Intelligent Systems and Computing, vol 869. Springer, Cham. https://doi.org/10.1007/978-3-030-01057-7_7
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