Humans react to animal emotions, and animals react to human emotions because we share similar emotional and neurological mirroring systems. Mirror neurons fire both when an animal performs an action and when the animal observes the same action performed by another individual. This neurological system has been linked to social behaviors and abilities, from empathy to learning by imitation, both in intra-species and in inter-species communications. The aim of this paper is to study if a machine learning system can recognize animal emotions, starting from dogs' basic emotions of joy and anger, and to investigate the opportunity of future applications concerning systems of prosthetic knowledge to help people without the proper experience or capability to understand animals aggressivity or friendliness, or for supportive systems in Artificial Intelligence.

A preliminary work on dog emotion recognition

Milani A.
;
2019-01-01

Abstract

Humans react to animal emotions, and animals react to human emotions because we share similar emotional and neurological mirroring systems. Mirror neurons fire both when an animal performs an action and when the animal observes the same action performed by another individual. This neurological system has been linked to social behaviors and abilities, from empathy to learning by imitation, both in intra-species and in inter-species communications. The aim of this paper is to study if a machine learning system can recognize animal emotions, starting from dogs' basic emotions of joy and anger, and to investigate the opportunity of future applications concerning systems of prosthetic knowledge to help people without the proper experience or capability to understand animals aggressivity or friendliness, or for supportive systems in Artificial Intelligence.
2019
Inglese
Inglese
Proceedings - 2019 IEEE/WIC/ACM International Conference on Web Intelligence Workshops, WI 2019 Companion
19th IEEE/WIC/ACM International Conference on Web Intelligence Workshop, WI 2019
91
96
6
9781450369886
https://dl.acm.org/doi/10.1145/3358695.3361750
Association for Computing Machinery, Inc
Esperti anonimi
2019
grc
Internazionale
Affective computing
Artificial intelligence
Emotion recognition
Neural networks
Transfer learning
4
none
Franzoni, V.; Milani, A.; Biondi, G.; Micheli, F.
273
info:eu-repo/semantics/conferenceObject
4 Contributo in Atti di Convegno (Proceeding)::4.1 Contributo in Atti di convegno
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/20.500.14085/42893
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