國立虎尾科技大學 |

Smart Service Systems, Operations Management, and Analytics = Proceedings of the 2019 INFORMS International Conference on Service Science /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Smart Service Systems, Operations Management, and Analytics/ edited by Hui Yang, Robin Qiu, Weiwei Chen.
其他題名:	Proceedings of the 2019 INFORMS International Conference on Service Science /
其他作者:	Yang, Hui.
面頁冊數:	VIII, 403 p. 120 illus., 92 illus. in color.online resource. :
Contained By:	Springer Nature eBook
標題:	Operations research. -
電子資源:	https://doi.org/10.1007/978-3-030-30967-1
ISBN:	9783030309671

Smart Service Systems, Operations Management, and Analytics = Proceedings of the 2019 INFORMS International Conference on Service Science /
Smart Service Systems, Operations Management, and AnalyticsProceedings of the 2019 INFORMS International Conference on Service Science /[electronic resource] :edited by Hui Yang, Robin Qiu, Weiwei Chen. - 1st ed. 2020. - VIII, 403 p. 120 illus., 92 illus. in color.online resource. - Springer Proceedings in Business and Economics,2198-7246. - Springer Proceedings in Business and Economics,.

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.

This volume offers state-of-the-art research in service science and its related research, education and practice areas. It showcases recent developments in smart service systems, operations management and analytics and their impact in complex service systems. The papers included in this volume highlight emerging technology and applications in fields including healthcare, energy, finance, information technology, transportation, sports, logistics, and public services. Regardless of size and service, a service organization is a service system. Because of the socio-technical nature of a service system, a systems approach must be adopted to design, develop, and deliver services, aimed at meeting end users‘ both utilitarian and socio-psychological needs. Effective understanding of service and service systems often requires combining multiple methods to consider how interactions of people, technology, organizations, and information create value under various conditions. The papers in this volume present methods to approach such technical challenges in service science and are based on top papers from the 2019 INFORMS International Conference on Service Science.

ISBN: 9783030309671

Standard No.: 10.1007/978-3-030-30967-1doiSubjects--Topical Terms:

573517
Operations research.

LC Class. No.: HD30.23

Dewey Class. No.: 658.40301

Smart Service Systems, Operations Management, and Analytics = Proceedings of the 2019 INFORMS International Conference on Service Science /
LDR:06331nam a22004215i 4500 001 1019179
003 DE-He213
005 20200630151917.0
007 cr nn 008mamaa
008 210318s2020 gw | s |||| 0|eng d
020 $a 9783030309671 $9 978-3-030-30967-1
024 7 $a 10.1007/978-3-030-30967-1 $2 doi
035 $a 978-3-030-30967-1
050 4 $a HD30.23
072 7 $a KJT $2 bicssc
072 7 $a BUS049000 $2 bisacsh
072 7 $a KJT $2 thema
072 7 $a KJMD $2 thema
082 0 4 $a 658.40301 $2 23
245 1 0 $a Smart Service Systems, Operations Management, and Analytics $h [electronic resource] : $b Proceedings of the 2019 INFORMS International Conference on Service Science / $c edited by Hui Yang, Robin Qiu, Weiwei Chen.
250 $a 1st ed. 2020.
264 1 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2020.
300 $a VIII, 403 p. 120 illus., 92 illus. in color. $b online resource.
336 $a text $b txt $2 rdacontent
337 $a computer $b c $2 rdamedia
338 $a online resource $b cr $2 rdacarrier
347 $a text file $b PDF $2 rda
490 1 $a Springer Proceedings in Business and Economics, $x 2198-7246
505 0 $a 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.
520 $a This volume offers state-of-the-art research in service science and its related research, education and practice areas. It showcases recent developments in smart service systems, operations management and analytics and their impact in complex service systems. The papers included in this volume highlight emerging technology and applications in fields including healthcare, energy, finance, information technology, transportation, sports, logistics, and public services. Regardless of size and service, a service organization is a service system. Because of the socio-technical nature of a service system, a systems approach must be adopted to design, develop, and deliver services, aimed at meeting end users‘ both utilitarian and socio-psychological needs. Effective understanding of service and service systems often requires combining multiple methods to consider how interactions of people, technology, organizations, and information create value under various conditions. The papers in this volume present methods to approach such technical challenges in service science and are based on top papers from the 2019 INFORMS International Conference on Service Science.
650 0 $a Operations research. $3 573517
650 0 $a Decision making. $3 528319
650 0 $a Big data. $3 981821
650 0 $a Computers. $3 565115
650 1 4 $a Operations Research/Decision Theory. $3 669176
650 2 4 $a Big Data/Analytics. $3 1106909
650 2 4 $a Information Systems and Communication Service. $3 669203
700 1 $a Yang, Hui. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1236576
700 1 $a Qiu, Robin. $e editor. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1305289
700 1 $a Chen, Weiwei. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1062288
710 2 $a SpringerLink (Online service) $3 593884
773 0 $t Springer Nature eBook
776 0 8 $i Printed edition: $z 9783030309664
776 0 8 $i Printed edition: $z 9783030309688
776 0 8 $i Printed edition: $z 9783030309695
830 0 $a Springer Proceedings in Business and Economics, $x 2198-7246 $3 1255514
856 4 0 $u https://doi.org/10.1007/978-3-030-30967-1
912 $a ZDB-2-BUM
912 $a ZDB-2-SXBM
950 $a Business and Management (SpringerNature-41169)
950 $a Business and Management (R0) (SpringerNature-43719)