Intent recognition for human-machine interactions / / Hua Xu, Hanlei Zhang, Ting-En Lin
| Intent recognition for human-machine interactions / / Hua Xu, Hanlei Zhang, Ting-En Lin |
| Autore | Xu Hua (Writer on computer science) |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2023 |
| Descrizione fisica | 1 online resource (162 pages) |
| Disciplina | 004.019 |
| Altri autori (Persone) |
ZhangHanlei
LinTing-En |
| Collana | SpringerBriefs in Computer Science |
| Soggetto topico |
User interfaces (Computer systems)
Human-computer interaction Intention (Logic) |
| ISBN | 981-9938-85-6 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Part I: Overview -- Chapter 1. Dialogue System -- Chapter 2. Intent Recognition -- Part II: Intent Classification -- Chapter 3. Intent Classification Based on Single Model -- Chapter 4. A Dual RNN Semantic Analysis Framework for Intent Classification and Slot -- Part III: Unknown Intent Detection -- Chapter 5. Unknown Intent Detection Method Based on Model Post-processing -- Chapter 6. Unknown Intent Detection Based on Large-Margin Cosine Loss -- Chapter 7. Unknown Intention Detection Method based on Dynamic Constraint Boundary -- Part IV: Discovery of Unknown Intents -- Chapter 8. Discovering New Intents via Constrained Deep Adaptive Clustering with Cluster Refinement -- Chapter 9. Discovering New Intents with Deep Aligned Clustering -- Part V: Dialogue Intent Recognition Platform -- Chapter 10. Experiment Platform for Dialogue Intent Recognition based on Deep Learning -- Part VI: Summary and Future Work -- Chapter 11. Summary -- Appendix. |
| Record Nr. | UNISA-996547972303316 |
Xu Hua (Writer on computer science)
|
||
| Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2023 | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Intent Recognition for Human-Machine Interactions / / by Hua Xu, Hanlei Zhang, Ting-En Lin
| Intent Recognition for Human-Machine Interactions / / by Hua Xu, Hanlei Zhang, Ting-En Lin |
| Autore | Xu Hua (Writer on computer science) |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2023 |
| Descrizione fisica | 1 online resource (162 pages) |
| Disciplina | 004.019 |
| Altri autori (Persone) |
ZhangHanlei
LinTing-En |
| Collana | SpringerBriefs in Computer Science |
| Soggetto topico |
User interfaces (Computer systems)
Human-computer interaction Data mining Artificial intelligence Robotics User Interfaces and Human Computer Interaction Data Mining and Knowledge Discovery Artificial Intelligence |
| ISBN |
9789819938858
9819938856 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Part I: Overview -- Chapter 1. Dialogue System -- Chapter 2. Intent Recognition -- Part II: Intent Classification -- Chapter 3. Intent Classification Based on Single Model -- Chapter 4. A Dual RNN Semantic Analysis Framework for Intent Classification and Slot -- Part III: Unknown Intent Detection -- Chapter 5. Unknown Intent Detection Method Based on Model Post-processing -- Chapter 6. Unknown Intent Detection Based on Large-Margin Cosine Loss -- Chapter 7. Unknown Intention Detection Method based on Dynamic Constraint Boundary -- Part IV: Discovery of Unknown Intents -- Chapter 8. Discovering New Intents via Constrained Deep Adaptive Clustering with Cluster Refinement -- Chapter 9. Discovering New Intents with Deep Aligned Clustering -- Part V: Dialogue Intent Recognition Platform -- Chapter 10. Experiment Platform for Dialogue Intent Recognition based on Deep Learning -- Part VI: Summary and Future Work -- Chapter 11. Summary -- Appendix. |
| Record Nr. | UNINA-9910742489703321 |
Xu Hua (Writer on computer science)
|
||
| Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2023 | ||
| Lo trovi qui: Univ. Federico II | ||
| ||