An Intelligent Cognitive-Inspired Computing for Complain Speech Analysis and Classification

Ruoxin Li, Hongjie Tao, Zhengji Wu,Jie Geng

2023 International Conference on Intelligent Computing and Next Generation Networks(ICNGN)(2023)

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摘要
This study trained and tested 1006 words using an LSTM network and a SOC model. The model achieved 90% accuracy and yielded relatively successful SOC corpus and SNA results. The computer model was also integrated into speech act theory by combining linguistics, computer science, and psychology. A large number of complaint languages were analyzed. This study demonstrates the feasibility of computer modeling and SOC in cognitive computing, showing their promising applications.
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关键词
cognitive computing,stages of concern model,speech act theory
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