WWW10May 1-5, 2001, Hong Kong. 2001 1-58113-348-0/01/0005
Personalizing E-commerce Applications with On-line Heuristic Decision Making
Vinod Anupam Richard Hull Bharat Kumar
Bell Labs, Lucent Technologies
600 Mountain Avenue
Murray Hill, NJ 07974
This paper describes new technology based on on-line decision support for providing personalized customer treatments in web-based storefronts and information sites. The central improvement over existing systems is a new paradigm for specifying decisions, based on a language that incorporates flowchart constructs, rules-based constructs, and a variety of specialized constructs to facilitate reasoning based on heuristics and partial information. Reports about decisions made by a program in this language have structure that is conceptually close to the structure of that program. This makes it easy for business analysts and managers to tune the programs to enhance business performance.
To illustrate the benefits of our approach this paper describes the May-I-Help-You (MIHU) prototype system, which monitors a customer's progress through a web storefront, and may choose to proactively intervene in order to help close a sale. The intervention might offer a discount or promotion, or give the customer a ``May I Help You'' window, that offers an opportunity to have text chat, voice chat, and/or escorted browsing with a Customer Service Representative (CSR). In MIHU, the decision about whether to offer live assistance is fully automated, taking into account not only the business value of a given customer interaction, but also the current availability of CSRs to help realize this opportunity.
B2C E-commerce, personalization, pro-active intervention, Vortex rules system
- Example Application: May I Help You
- The Vortex Language and Decision Flows
- Integration with Web Servers
- Related Work
- Discussion and Future Work
- About this document ...
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