TY - GEN
T1 - Response generation reflecting the personality of a chat dialogue system
AU - Sugimoto, Toru
AU - Temmanya, Yusuke
N1 - Publisher Copyright:
© 2020 IEEE.
PY - 2020/12/5
Y1 - 2020/12/5
N2 - This paper investigates the relationship between speakers' personalities and their utterances in dialogue, and propose a response generation method that reflects the personality of a chat dialogue system. We construct a corpus of utterances by persons with specific personality features, and calculate percentages of various types of speech act. From the analysis result, features of utterances by various personalities are extracted. With these utterance features, response generation strategies for specific personality features are designed and implemented in a simple chat dialogue system. The experimental result shows that the personality features of 'shyness' and 'nurturing parent' are appropriately reflected in our dialogue system.
AB - This paper investigates the relationship between speakers' personalities and their utterances in dialogue, and propose a response generation method that reflects the personality of a chat dialogue system. We construct a corpus of utterances by persons with specific personality features, and calculate percentages of various types of speech act. From the analysis result, features of utterances by various personalities are extracted. With these utterance features, response generation strategies for specific personality features are designed and implemented in a simple chat dialogue system. The experimental result shows that the personality features of 'shyness' and 'nurturing parent' are appropriately reflected in our dialogue system.
KW - Chat dialogue system
KW - Egogram
KW - Personality
KW - Response generation
KW - Speech act analysis
UR - http://www.scopus.com/inward/record.url?scp=85100436563&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85100436563&partnerID=8YFLogxK
U2 - 10.1109/SCISISIS50064.2020.9322768
DO - 10.1109/SCISISIS50064.2020.9322768
M3 - Conference contribution
AN - SCOPUS:85100436563
T3 - 2020 Joint 11th International Conference on Soft Computing and Intelligent Systems and 21st International Symposium on Advanced Intelligent Systems, SCIS-ISIS 2020
BT - 2020 Joint 11th International Conference on Soft Computing and Intelligent Systems and 21st International Symposium on Advanced Intelligent Systems, SCIS-ISIS 2020
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - Joint 11th International Conference on Soft Computing and Intelligent Systems and 21st International Symposium on Advanced Intelligent Systems, SCIS-ISIS 2020
Y2 - 5 December 2020 through 8 December 2020
ER -