TY - JOUR
T1 - Open Challenges in Modelling, Analysis and Synthesis of Human Behaviour in Human–Human and Human–Machine Interactions
AU - Vinciarelli, Alessandro
AU - Esposito, Anna
AU - André, Elisabeth
AU - Bonin, Francesca
AU - Chetouani, Mohamed
AU - Cohn, Jeffrey F.
AU - Cristani, Marco
AU - Fuhrmann, Ferdinand
AU - Gilmartin, Elmer
AU - Hammal, Zakia
AU - Heylen, Dirk
AU - Kaiser, Rene
AU - Koutsombogera, Maria
AU - Potamianos, Alexandros
AU - Renals, Steve
AU - Riccardi, Giuseppe
AU - Salah, Albert Ali
PY - 2015/8/22
Y1 - 2015/8/22
N2 - Modelling, analysis and synthesis of behaviour are the subject of major efforts in computing science, especially when it comes to technologies that make sense of human–human and human–machine interactions. This article outlines some of the most important issues that still need to be addressed to ensure substantial progress in the field, namely (1) development and adoption of virtuous data collection and sharing practices, (2) shift in the focus of interest from individuals to dyads and groups, (3) endowment of artificial agents with internal representations of users and context, (4) modelling of cognitive and semantic processes underlying social behaviour and (5) identification of application domains and strategies for moving from laboratory to the real-world products.
AB - Modelling, analysis and synthesis of behaviour are the subject of major efforts in computing science, especially when it comes to technologies that make sense of human–human and human–machine interactions. This article outlines some of the most important issues that still need to be addressed to ensure substantial progress in the field, namely (1) development and adoption of virtuous data collection and sharing practices, (2) shift in the focus of interest from individuals to dyads and groups, (3) endowment of artificial agents with internal representations of users and context, (4) modelling of cognitive and semantic processes underlying social behaviour and (5) identification of application domains and strategies for moving from laboratory to the real-world products.
KW - Cognitive modelling
KW - Human behaviour
KW - Multimodal embodiment
KW - Roadmap to application
KW - Semantic processing
KW - Social interactions
KW - Virtuous data practices
UR - http://www.scopus.com/inward/record.url?scp=84937634423&partnerID=8YFLogxK
U2 - 10.1007/s12559-015-9326-z
DO - 10.1007/s12559-015-9326-z
M3 - Article
AN - SCOPUS:84937634423
SN - 1866-9956
VL - 7
SP - 397
EP - 413
JO - Cognitive Computation
JF - Cognitive Computation
IS - 4
ER -