| Título : |
Smart Service Systems, Operations Management, and Analytics : Proceedings of the 2019 INFORMS International Conference on Service Science |
| Tipo de documento: |
documento electrónico |
| Autores: |
Yang, Hui, ; Qiu, Robin, ; Chen, Weiwei, |
| Mención de edición: |
1 ed. |
| Editorial: |
[s.l.] : Springer |
| Fecha de publicación: |
2020 |
| Número de páginas: |
VIII, 403 p. 120 ilustraciones, 92 ilustraciones en color. |
| ISBN/ISSN/DL: |
978-3-030-30967-1 |
| Nota general: |
Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos. |
| Palabras clave: |
La investigación de operaciones Investigación cuantitativa Red de computadoras Investigación de Operaciones y Teoría de la Decisión Análisis de datos y Big Data Redes de comunicación informática |
| Resumen: |
Este volumen ofrece investigaciones de vanguardia en ciencias de servicios y sus áreas de investigación, educación y práctica relacionadas. Muestra desarrollos recientes en sistemas de servicios inteligentes, gestión de operaciones y análisis y su impacto en sistemas de servicios complejos. Los artículos incluidos en este volumen destacan las tecnologías y aplicaciones emergentes en campos que incluyen atención médica, energía, finanzas, tecnología de la información, transporte, deportes, logística y servicios públicos. Independientemente del tamaño y del servicio, una organización de servicios es un sistema de servicios. Debido a la naturaleza sociotécnica de un sistema de servicios, se debe adoptar un enfoque sistémico para diseñar, desarrollar y prestar servicios, destinados a satisfacer las necesidades tanto utilitarias como sociopsicológicas de los usuarios finales. La comprensión efectiva de los servicios y los sistemas de servicios a menudo requiere combinar múltiples métodos para considerar cómo las interacciones de las personas, la tecnología, las organizaciones y la información crean valor en diversas condiciones. Los artículos de este volumen presentan métodos para abordar tales desafíos técnicos en la ciencia de servicios y se basan en los principales artículos de la Conferencia Internacional INFORMS sobre Ciencia de Servicios de 2019. |
| Nota de contenido: |
Chapter 1. Cleaning and Processing on the Electric Vehicle Telematics Data -- Chapter 2. Performance Analysis of a Security-Check System with Four Types of Inspection Channels for High-Speed Rail Stations in China -- Chapter 3. LSTM-Based Neural Network Model for Semantic Search -- Chapter 4. Research on the Evaluation of Electric Power Companies' Safety Capabilities based on Grey Fixed Weight Clustering -- Chapter 5. Analysis of crude oil price fluctuation and transition characteristics at different time scales based on complex networks -- Chapter 6. Understanding of Servicification Trends in China through Analysis of Inter-Industry Network Structure -- Chapter 7. Machine Learning Methods for Revenue Prediction in Google Merchandise Store -- Chapter 8. Predicting Metropolitan Crime Rates Using Machine Learning Techniques -- Chapter 9. Optimizing Ensemble Weights for Machine Learning Models: A Case Study for Housing Price Prediction -- Chapter 10. How do pricing power and service strategy affect the decisions of a dual-channel supply chain?- 11. Designing Value Co-creation for a Free-Floating E-Bike Sharing System -- Chapter 12. Research on Electricity Falling Accident Based on Improved Bode Accident Causation Model -- Chapter 13. Crop Yield Prediction Using Deep Neural Networks -- Chapter 14. Cloud-based Life Sciences Manufacturing System: Integrated Experiment Management and Data Analysis via Amazon Web Services -- Chapter 15. Matching Anonymized Individuals with Errors for Service Systems -- Chapter 16. Developing a Production Structure Model using Service-Dominant Logic – A hypergraph-based Modeling Approach -- Chapter 17. Airworthiness Evaluation Model Based on Fuzzy Neural Network -- Chapter 18. Two-Level Trip Selection and Price Incentive Scheduling in Electric Vehicle Sharing System -- Chapter 19. Research on the Method of Identifying Opinion Leaders Based on Online Word-of-Mouth -- Chapter 20. People Analytics in Practice: Connecting Employee, Customer and Operational Data to Create Evidence-Based Decision Making -- Chapter 21. Multiple-Disease Risk Predictive Modeling based on Directed Disease Networks -- Chapter 22. Service Performance Tests on the Mobile Edge Computing Platform: Challenges and Opportunities -- Chapter 23. Study on an Argumentation-Based Negotiation in Human-Computer Negotiation Service -- Chapter 24. On the Uncertain Accuracy of Seller-Provided Information in the Presence of Online Reviews -- Chapter 25. Route planning for vehicles with UAVs based on set covering -- Chapter 26. Frequency-based Contour Selection of Grey Wave Forecasting Model and its Application in Shanghai Stock Market -- Chapter 27. Research on Information Dissemination Model in WeChat-based Brand Community -- Chapter 28. Structure Evolvement and Equilibrium Analysis of International Credit Rating Market -- Chapter 29. Teaching a Man to Fish: Teaching Cases of Business Analytics -- Chapter 30. The study of fresh products supplier's comprehensive evaluation based on Balanced Scorecard -- Chapter 31. Maintenance Architecture Optimization of A Distributed CubeSat Network Based on Parametric Model -- Chapter 32. Study on the Control Measures of MDRO Transmission in ICU Based on Markov Process -- Chapter 33. What makes a helpful online review for healthcare services? An empirical analysis of Haodaifu website -- Chapter 34. Analyzing WeChat Diffusion Cascade: Pattern Discovery and Prediction -- Chapter 35. Study on the Relationship between the Logistics Industry and Macroeconomic Factors in China Based on the Grey Incidence. |
| En línea: |
https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] |
| Link: |
https://biblioteca.umanizales.edu.co/ils/opac_css/index.php?lvl=notice_display&i |
Smart Service Systems, Operations Management, and Analytics : Proceedings of the 2019 INFORMS International Conference on Service Science [documento electrónico] / Yang, Hui, ; Qiu, Robin, ; Chen, Weiwei, . - 1 ed. . - [s.l.] : Springer, 2020 . - VIII, 403 p. 120 ilustraciones, 92 ilustraciones en color. ISBN : 978-3-030-30967-1 Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos.
| Palabras clave: |
La investigación de operaciones Investigación cuantitativa Red de computadoras Investigación de Operaciones y Teoría de la Decisión Análisis de datos y Big Data Redes de comunicación informática |
| Resumen: |
Este volumen ofrece investigaciones de vanguardia en ciencias de servicios y sus áreas de investigación, educación y práctica relacionadas. Muestra desarrollos recientes en sistemas de servicios inteligentes, gestión de operaciones y análisis y su impacto en sistemas de servicios complejos. Los artículos incluidos en este volumen destacan las tecnologías y aplicaciones emergentes en campos que incluyen atención médica, energía, finanzas, tecnología de la información, transporte, deportes, logística y servicios públicos. Independientemente del tamaño y del servicio, una organización de servicios es un sistema de servicios. Debido a la naturaleza sociotécnica de un sistema de servicios, se debe adoptar un enfoque sistémico para diseñar, desarrollar y prestar servicios, destinados a satisfacer las necesidades tanto utilitarias como sociopsicológicas de los usuarios finales. La comprensión efectiva de los servicios y los sistemas de servicios a menudo requiere combinar múltiples métodos para considerar cómo las interacciones de las personas, la tecnología, las organizaciones y la información crean valor en diversas condiciones. Los artículos de este volumen presentan métodos para abordar tales desafíos técnicos en la ciencia de servicios y se basan en los principales artículos de la Conferencia Internacional INFORMS sobre Ciencia de Servicios de 2019. |
| Nota de contenido: |
Chapter 1. Cleaning and Processing on the Electric Vehicle Telematics Data -- Chapter 2. Performance Analysis of a Security-Check System with Four Types of Inspection Channels for High-Speed Rail Stations in China -- Chapter 3. LSTM-Based Neural Network Model for Semantic Search -- Chapter 4. Research on the Evaluation of Electric Power Companies' Safety Capabilities based on Grey Fixed Weight Clustering -- Chapter 5. Analysis of crude oil price fluctuation and transition characteristics at different time scales based on complex networks -- Chapter 6. Understanding of Servicification Trends in China through Analysis of Inter-Industry Network Structure -- Chapter 7. Machine Learning Methods for Revenue Prediction in Google Merchandise Store -- Chapter 8. Predicting Metropolitan Crime Rates Using Machine Learning Techniques -- Chapter 9. Optimizing Ensemble Weights for Machine Learning Models: A Case Study for Housing Price Prediction -- Chapter 10. How do pricing power and service strategy affect the decisions of a dual-channel supply chain?- 11. Designing Value Co-creation for a Free-Floating E-Bike Sharing System -- Chapter 12. Research on Electricity Falling Accident Based on Improved Bode Accident Causation Model -- Chapter 13. Crop Yield Prediction Using Deep Neural Networks -- Chapter 14. Cloud-based Life Sciences Manufacturing System: Integrated Experiment Management and Data Analysis via Amazon Web Services -- Chapter 15. Matching Anonymized Individuals with Errors for Service Systems -- Chapter 16. Developing a Production Structure Model using Service-Dominant Logic – A hypergraph-based Modeling Approach -- Chapter 17. Airworthiness Evaluation Model Based on Fuzzy Neural Network -- Chapter 18. Two-Level Trip Selection and Price Incentive Scheduling in Electric Vehicle Sharing System -- Chapter 19. Research on the Method of Identifying Opinion Leaders Based on Online Word-of-Mouth -- Chapter 20. People Analytics in Practice: Connecting Employee, Customer and Operational Data to Create Evidence-Based Decision Making -- Chapter 21. Multiple-Disease Risk Predictive Modeling based on Directed Disease Networks -- Chapter 22. Service Performance Tests on the Mobile Edge Computing Platform: Challenges and Opportunities -- Chapter 23. Study on an Argumentation-Based Negotiation in Human-Computer Negotiation Service -- Chapter 24. On the Uncertain Accuracy of Seller-Provided Information in the Presence of Online Reviews -- Chapter 25. Route planning for vehicles with UAVs based on set covering -- Chapter 26. Frequency-based Contour Selection of Grey Wave Forecasting Model and its Application in Shanghai Stock Market -- Chapter 27. Research on Information Dissemination Model in WeChat-based Brand Community -- Chapter 28. Structure Evolvement and Equilibrium Analysis of International Credit Rating Market -- Chapter 29. Teaching a Man to Fish: Teaching Cases of Business Analytics -- Chapter 30. The study of fresh products supplier's comprehensive evaluation based on Balanced Scorecard -- Chapter 31. Maintenance Architecture Optimization of A Distributed CubeSat Network Based on Parametric Model -- Chapter 32. Study on the Control Measures of MDRO Transmission in ICU Based on Markov Process -- Chapter 33. What makes a helpful online review for healthcare services? An empirical analysis of Haodaifu website -- Chapter 34. Analyzing WeChat Diffusion Cascade: Pattern Discovery and Prediction -- Chapter 35. Study on the Relationship between the Logistics Industry and Macroeconomic Factors in China Based on the Grey Incidence. |
| En línea: |
https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] |
| Link: |
https://biblioteca.umanizales.edu.co/ils/opac_css/index.php?lvl=notice_display&i |
|  |
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