This work presents a spoken dialog summariza- tion system with HAPPINESS/SUFFERING factor recognition. The semantic content is compressed and classified by factor categories from spoken dialog. The transcription of au...This work presents a spoken dialog summariza- tion system with HAPPINESS/SUFFERING factor recognition. The semantic content is compressed and classified by factor categories from spoken dialog. The transcription of au- tomatic speech recognition is then processed through Chinese Knowledge and Information Processing segmentation system. The proposed system also adopts the part-of-speech tags to effectively select and rank the keywords. Finally, the HAPPINESS/SUFFERING factor recognition is done by the proposed point-wise mutual information. Compared with the original method, the performance is improved by applying the significant scores of keywords. The experimental results show that the average precision rate for factor recognition in outside test can reach 73.5% which demonstrates the possi- bility and potential of the proposed system.展开更多
Orange technology, together with green technology, forms the double helical structure of sustainable human development. In- stead of emphasizing the relations between environments and humans, as proposed by green tech...Orange technology, together with green technology, forms the double helical structure of sustainable human development. In- stead of emphasizing the relations between environments and humans, as proposed by green technology, the orange technology alms to discover the relationship between human development and happiness, and bring more health, happiness, warming care, and more mental wellness to the society. The research scope is definitely multidisciplinary, which includes computer science, electrical engineering, biomedical engineering, psychological/physiological science, cognitive science, social science, and dechnology （design ＋ technology）.展开更多
文摘This work presents a spoken dialog summariza- tion system with HAPPINESS/SUFFERING factor recognition. The semantic content is compressed and classified by factor categories from spoken dialog. The transcription of au- tomatic speech recognition is then processed through Chinese Knowledge and Information Processing segmentation system. The proposed system also adopts the part-of-speech tags to effectively select and rank the keywords. Finally, the HAPPINESS/SUFFERING factor recognition is done by the proposed point-wise mutual information. Compared with the original method, the performance is improved by applying the significant scores of keywords. The experimental results show that the average precision rate for factor recognition in outside test can reach 73.5% which demonstrates the possi- bility and potential of the proposed system.
文摘Orange technology, together with green technology, forms the double helical structure of sustainable human development. In- stead of emphasizing the relations between environments and humans, as proposed by green technology, the orange technology alms to discover the relationship between human development and happiness, and bring more health, happiness, warming care, and more mental wellness to the society. The research scope is definitely multidisciplinary, which includes computer science, electrical engineering, biomedical engineering, psychological/physiological science, cognitive science, social science, and dechnology （design ＋ technology）.
