Open Challenges in Modelling, Analysis and Synthesis of Human Behaviour in Human–Human and Human–Machine Interactions

Alessandro Vinciarelli; Anna Esposito; Elisabeth André; Francesca Bonin; Mohamed Chetouani; Jeffrey F. Cohn; Marco Cristani; Ferdinand Fuhrmann; Elmer Gilmartin; Zakia Hammal; Dirk Heylen; Rene Kaiser; Maria Koutsombogera; Alexandros Potamianos; Steve Renals; Giuseppe Riccardi; Albert Ali Salah

doi:10.1007/s12559-015-9326-z

Open Challenges in Modelling, Analysis and Synthesis of Human Behaviour in Human–Human and Human–Machine Interactions

Alessandro Vinciarelli^*
, Anna Esposito
, Elisabeth André
, Francesca Bonin
, Mohamed Chetouani
, Jeffrey F. Cohn
, Marco Cristani
, Ferdinand Fuhrmann
, Elmer Gilmartin
, Zakia Hammal
, Dirk Heylen
, Rene Kaiser
, Maria Koutsombogera
, Alexandros Potamianos
, Steve Renals
, Giuseppe Riccardi
, Albert Ali Salah

^*Corresponding author for this work

University of Glasgow
University of Campania Luigi Vanvitelli
Augsburg University
Trinity College Dublin
Sorbonne Université
University of Pittsburgh
University of Verona
Joanneum Research
Carnegie Mellon University
University of Twente
Athena Research and Innovation Center in Information, Communication and Knowledge Technologies
National Technical University of Athens
University of Edinburgh
University of Trento
extern

Research output: Contribution to journal › Article › Academic › peer-review

Abstract

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.

Original language	English
Pages (from-to)	397-413
Number of pages	17
Journal	Cognitive Computation
Volume	7
Issue number	4
DOIs	https://doi.org/10.1007/s12559-015-9326-z
Publication status	Published - 22 Aug 2015
Externally published	Yes

Keywords

Cognitive modelling
Human behaviour
Multimodal embodiment
Roadmap to application
Semantic processing
Social interactions
Virtuous data practices

Access to Document

10.1007/s12559-015-9326-z

Cite this

Vinciarelli, A., Esposito, A., André, E., Bonin, F., Chetouani, M., Cohn, J. F., Cristani, M., Fuhrmann, F., Gilmartin, E., Hammal, Z., Heylen, D., Kaiser, R., Koutsombogera, M., Potamianos, A., Renals, S., Riccardi, G., & Salah, A. A. (2015). Open Challenges in Modelling, Analysis and Synthesis of Human Behaviour in Human–Human and Human–Machine Interactions. Cognitive Computation, 7(4), 397-413. https://doi.org/10.1007/s12559-015-9326-z

@article{d2c74e344a77433196e72b1a87981112,

title = "Open Challenges in Modelling, Analysis and Synthesis of Human Behaviour in Human–Human and Human–Machine Interactions",

abstract = "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.",

keywords = "Cognitive modelling, Human behaviour, Multimodal embodiment, Roadmap to application, Semantic processing, Social interactions, Virtuous data practices",

author = "Alessandro Vinciarelli and Anna Esposito and Elisabeth Andr{\'e} and Francesca Bonin and Mohamed Chetouani and Cohn, \{Jeffrey F.\} and Marco Cristani and Ferdinand Fuhrmann and Elmer Gilmartin and Zakia Hammal and Dirk Heylen and Rene Kaiser and Maria Koutsombogera and Alexandros Potamianos and Steve Renals and Giuseppe Riccardi and Salah, \{Albert Ali\}",

year = "2015",

month = aug,

day = "22",

doi = "10.1007/s12559-015-9326-z",

language = "English",

volume = "7",

pages = "397--413",

journal = "Cognitive Computation",

issn = "1866-9956",

publisher = "Springer New York",

number = "4",

}

Vinciarelli, A, Esposito, A, André, E, Bonin, F, Chetouani, M, Cohn, JF, Cristani, M, Fuhrmann, F, Gilmartin, E, Hammal, Z, Heylen, D, Kaiser, R, Koutsombogera, M, Potamianos, A, Renals, S, Riccardi, G & Salah, AA 2015, 'Open Challenges in Modelling, Analysis and Synthesis of Human Behaviour in Human–Human and Human–Machine Interactions', Cognitive Computation, vol. 7, no. 4, pp. 397-413. https://doi.org/10.1007/s12559-015-9326-z

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 - https://www.scopus.com/pages/publications/84937634423

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 -

Open Challenges in Modelling, Analysis and Synthesis of Human Behaviour in Human–Human and Human–Machine Interactions

Abstract

Keywords

Access to Document

Other files and links

Fingerprint

Cite this