Enviropulse: Providing feedback about the expected affective valence of the environment


Deltcho Valtchanov and Mark Hancock. In Proc. CHI, pp. 2073-2082, 2015.



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Abstract

Interacting with nature is beneficial to a person's mental state, but it can sometimes be difficult to find environments that will induce positive affect (e.g., when planning a run). In this paper, we describe EnviroPulse—a system for automatically determining and communicating the expected affective valence (EAV) of environments to individuals. We describe a prototype that allows this to be used in real-time on a smartphone, but EnviroPulse could easily be incorporated into GPS systems, mapping services, or image-based systems. Our work differs from existing work in affective computing in that, rather than detecting a user's affect directly, we automatically determine the EAV of the environment through visual analysis. We present results that suggest our system can determine the EAV of environments. We also introduce real-time affective visual feedback of the calculated EAV of the images, and present results from an informal study suggesting that real-time visual feedback can be used for induction of affect.


Bibtex entry

@INPROCEEDINGS { Valtchanov:2015:EPF:2702123.2702510,
    AUTHOR = { Deltcho Valtchanov and Mark Hancock },
    TITLE = { EnviroPulse: Providing Feedback About the Expected Affective Valence of the Environment },
    BOOKTITLE = { Proc. CHI },
    SERIES = { CHI '15 },
    YEAR = { 2015 },
    ISBN = { 978-1-4503-3145-6 },
    LOCATION = { Seoul, Republic of Korea },
    PAGES = { 2073--2082 },
    NUMPAGES = { 10 },
    DOI = { 10.1145/2702123.2702510 },
    ACMID = { 2702510 },
    PUBLISHER = { ACM },
    ADDRESS = { New York, NY, USA },
    KEYWORDS = { affective computing, human factors, mobile interfaces },
}