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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