Title :
A Real-Time Yield Management Framework for E-Services
Author :
Dube, Parijat ; Hayel, Yezekael
Author_Institution :
IBM TJ Watson Res. Center, Hawthorne, NY
Abstract :
Yield management for e-services is an exciting extension of the traditional yield management techniques employed in hotel and airline industry. We propose a framework for realtime yield management of e-services. The framework employs demand forecasting, yield management and customer behavior monitoring modules. Yield management is used to optimize resource allocation with market segmentation in prices. In e-services an important service measure is the perceived delay. We use queueing theory to model the dependence of the perceived delay on the demand and providers´ capacity. Using numerical examples we show the gain in revenue that can be realised by firms in different types of markets with different buying power of customers
Keywords :
consumer behaviour; demand forecasting; electronic commerce; market opportunities; queueing theory; resource allocation; customer behavior monitoring; demand forecasting; e-services; market segmentation; queueing theory; real-time yield management; resource allocation; Application software; Context modeling; Context-aware services; Delay; Demand forecasting; Monitoring; Pricing; Queueing analysis; Resource management; Traffic control; Yield management; choice model; discrete; expected delay; optimization; price-delay tradeoff; queueing theory;
Conference_Titel :
E-Commerce Technology, 2006. The 8th IEEE International Conference on and Enterprise Computing, E-Commerce, and E-Services, The 3rd IEEE International Conference on
Conference_Location :
San Francisco, CA
Print_ISBN :
0-7695-2511-3
DOI :
10.1109/CEC-EEE.2006.8