DocumentCode
173747
Title
An emotional word focused counseling agent and its evaluation
Author
Shinozaki, Tetsuo ; Yamamoto, Yusaku ; Tsuruta, Setsuo ; Damiani, Ernesto
Author_Institution
Sch. of Inf. Environ., Tokyo Denki Univ., Inzai, Japan
fYear
2014
fDate
5-8 Oct. 2014
Firstpage
2025
Lastpage
2031
Abstract
A lot of IT workers suffer from stress in doing their work and there are a few counselors to help them. To cope with this problem, an emotional word focused context respectful counseling agent is proposed. This counseling agent extracts emotional words from clients´ utterances throughout their dialogue to detect their changes and provides clients with such changes as dialogue summary. If no change is detected, it replies with clients´ utterances´ paraphrases followed by context-respectful prompts to dig/ narrow problems. This way, the counseling agent can pretend to keep recognizing clients´ psychological sufferings as contexts or situations. It behaves as if it empathized with clients and continues talking to clients without losing their trust. Keeping reflection on themselves, clients reach more problem clarification and self-awareness, which enables them to solve their problems. Since the agent provides only the information on clients´ sayings and the summaries focused on the change in their emotions, there occur few problems of knowledge explosion and knowledge maintenance. Python was used for implementing this agent. The effect on the counseling was experimentally evaluated.
Keywords
industrial psychology; occupational stress; ontologies (artificial intelligence); IT worker stress; Python; client psychological suffering recognition; client sayings; client utterance paraphrases; client utterances; context-respectful prompts; dialogue summary; emotional word extraction; emotional word focused context respectful counseling agent; knowledge explosion; knowledge maintenance; problem clarification; self-awareness; Context; Educational institutions; Employee welfare; Engineering profession; Problem-solving; Reflection; Tin; Context respectfulness; Counseling Agent; Emotion focusing; Reflection; Self-awareness; Text summarization;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems, Man and Cybernetics (SMC), 2014 IEEE International Conference on
Conference_Location
San Diego, CA
Type
conf
DOI
10.1109/SMC.2014.6974219
Filename
6974219
Link To Document