Exchange rate modelling for e-negotiators using text mining techniques

Debbie Zhang, Simeon J. Simoff, John K. Debenham, Jie Lu, Da Ruan, Guangquan Zhang

Research output: Chapter in Book / Conference PaperChapter

4 Citations (Scopus)

Abstract

The Curious Negotiator project aims at the automation (to the extent possible) of the delivery and use of information by negotiation agents in electronic market environment. This chapter presents a framework for using text mining agents to provide processed online information to negotiation agents. It includes a news extraction algorithm, a quanitative process model based on the extracted news information, which is exemplified by an exchange rate prediction model, and a communication protocol between data mining agents and negotiation agents. This information is critical for the negotiation agents to form their negotiation strategies.
Original languageEnglish
Title of host publicationE- Service Intelligence : Methodologies, Technologies and Applications
Place of PublicationGermany
PublisherSpringer
Pages191-211
Number of pages21
ISBN (Print)9783540370154
Publication statusPublished - 2007

Keywords

  • negotiation agents
  • text mining
  • online information
  • data mining
  • electronic negotiation

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