TY - GEN
T1 - Person-centric multimedia
T2 - 1st International Conference on Smart Multimedia, ICSM 2018
AU - Panchanathan, Sethuraman
AU - Tadayon, Ramin
AU - Demakethepalli Venkateswara, Hemanth
AU - McDaniel, Troy
N1 - Funding Information:
Acknowledgements. The authors thank Arizona State University and National Science Foundation for their funding support. This material is partially based upon work supported by the National Science Foundation under Grant Nos. 1069125 and 1116360.
Publisher Copyright:
© 2018, Springer Nature Switzerland AG.
PY - 2018
Y1 - 2018
N2 - While Human-Centered Multimedia Computing (HCMC) improves upon traditional multimedia computing paradigms by accounting for the differences among populations of humans, inter-personal differences between, and intra-personal differences within, populations have created the need for a new paradigm which is sensitive to the needs of a specific user, task and environment. The paradigm of Person-Centered Multimedia Computing (PCMC) addresses this challenge by focusing the design of a system on a single user and challenge, shifting the focus to the individual. It is proposed that this paradigm can then extend the applicability of multimedia technology from the individual user to the broader population through the application of adaptation and integration. These concepts are discussed within the context of disability, where variations among individuals are particularly prevalent. Examples in domain adaptation and autonomous rehabilitative training are presented as proofs-of-concept to illustrate this process within PCMC.
AB - While Human-Centered Multimedia Computing (HCMC) improves upon traditional multimedia computing paradigms by accounting for the differences among populations of humans, inter-personal differences between, and intra-personal differences within, populations have created the need for a new paradigm which is sensitive to the needs of a specific user, task and environment. The paradigm of Person-Centered Multimedia Computing (PCMC) addresses this challenge by focusing the design of a system on a single user and challenge, shifting the focus to the individual. It is proposed that this paradigm can then extend the applicability of multimedia technology from the individual user to the broader population through the application of adaptation and integration. These concepts are discussed within the context of disability, where variations among individuals are particularly prevalent. Examples in domain adaptation and autonomous rehabilitative training are presented as proofs-of-concept to illustrate this process within PCMC.
KW - Coadaptive design
KW - Domain adaptation
KW - Human-computer interaction
KW - Person-centric computing
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U2 - 10.1007/978-3-030-04375-9_5
DO - 10.1007/978-3-030-04375-9_5
M3 - Conference contribution
AN - SCOPUS:85058525178
SN - 9783030043742
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 51
EP - 65
BT - Smart Multimedia - 1st International Conference, ICSM 2018, Revised Selected Papers
A2 - Berretti, Stefano
A2 - Basu, Anup
PB - Springer Verlag
Y2 - 24 August 2018 through 26 August 2018
ER -