skip to main content
10.1145/1329125.1329196acmotherconferencesArticle/Chapter ViewAbstractPublication PagesaamasConference Proceedingsconference-collections
research-article

Interactions between market barriers and communication networks in marketing systems

Published: 14 May 2007 Publication History

Abstract

We investigate a framework where agents search for satisfying products by using referrals from other agents. Our model of a mechanism for transmitting word-of-mouth and the resulting behavioural effects is based on integrating a module governing the local behaviour of agents with a module governing the structure and function of the underlying network of agents. Local behaviour incorporates a satisficing model of choice, a set of rules governing the interactions between agents, including learning about the trustworthiness of other agents over time, and external constraints on behaviour that may be imposed by market barriers or switching costs. Local behaviour takes place on a network substrate across which agents exchange positive and negative information about products. We use various degree distributions dictating the extent of connectivity, and incorporate both small-world effects and the notion of preferential attachment in our network models. We compare the effectiveness of referral systems over various network structures for easy and hard choice tasks, and evaluate how this effectiveness changes with the imposition of market barriers.

References

[1]
E. Anderson. Customer satisfaction and word-of-mouth. Journal of Service Research, 1(Aug):5--17, 1998.
[2]
A. Barabási. Emergence of scaling in random networks. Science, 286:509--512, 1999.
[3]
J. Brown and P. Reingen. Social ties and word-of-mouth referral behaviour. Journal of Consumer Research, 14(Dec):350--362, 1987.
[4]
T. Brown, T. Berry, P. Dacin, and R. Gunst. Spreading the word: investigating positive word-of-mouth intentions and behaviours in a retailing context. Journal of the Academy of Marketing Sciences, 33(2):123--139, 2005.
[5]
T. Burnham, J. Frels, and V. Mahajan. Consumer switching costs: A typology, antecedents, and consequences. Journal of the Academy of Marketing Sciences, 31(2):109--126, 2003.
[6]
T. Candale and S. Sen. Effect of referrals on convergence to satisficing distributions. In Proceedings of the fourth international joint conference on Autonomous agents and multiagent systems, pages 347--354. ACM Press, New York, 2005.
[7]
D. Duhan, S. Johnson, J. Wilcox, and G. Harrell. Influences on consumer use of word-of-mouth recommendation sources. Journal of the Academy of Marketing Sciences, 25(4):283--295, 1997.
[8]
G. Ellison and D. Fudenberg. Word-of-mouth communication and social learning. Quarterly Journal of Economics, 110(1):93--125, 1995.
[9]
M. Fishbein and I. Ajzen. Belief, Attitude, Intention, and Behaviour: An Introduction to the Theory and Research. Addison-Wesley, Reading, 1975.
[10]
R. Fisher and L. Price. An investigation into the social context of early adoption behaviour. Journal of Consumer Research, 19(Dec):477--486, 1992.
[11]
S. Keaveney. Customer switching behaviour in service industries: an exploratory study. Journal of Marketing Research, 59(Apr):71--82, 1995.
[12]
P. Klemperer. Markets with consumer switching costs. Quarterly Journal of Economics, 102:375--394, 1979.
[13]
D. McDonald. Recommending collaboration with social networks: a comparative evaluation. In CHI '03: Proceedings of the SIGCHI conference on human factors in computing systems, pages 593--600. ACM Press, New York, 2003.
[14]
R. Oliver. A cognitive model of the antecedents and consequences of satisfaction decisions. Journal of Marketing, 17:460--469, 1980.
[15]
H. Simon. Administrative Behaviour. The Free Press, New York, 1976.
[16]
T. Tran and R. Cohen. Improving user satisfaction in agent-based electronic marketplaces by reputation modelling and adjustable product quality. In Proceedings of the third international joint conference on Autonomous agents and multiagent systems, pages 826--833. ACM Press, New York, 2004.
[17]
P. Warshaw. A New Model for Predicting Behavioural Intentions: An Alternative to Fishbein. Journal of Marketing Research, 17:153--172, 1980.
[18]
D. Watts. Networks, dynamics, and the small world phenomenon. American Journal of Sociology, 105:493--592, 1999.

Index Terms

  1. Interactions between market barriers and communication networks in marketing systems

    Recommendations

    Comments

    Information & Contributors

    Information

    Published In

    cover image ACM Other conferences
    AAMAS '07: Proceedings of the 6th international joint conference on Autonomous agents and multiagent systems
    May 2007
    1585 pages
    ISBN:9788190426275
    DOI:10.1145/1329125
    Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

    Sponsors

    • IFAAMAS

    Publisher

    Association for Computing Machinery

    New York, NY, United States

    Publication History

    Published: 14 May 2007

    Permissions

    Request permissions for this article.

    Check for updates

    Author Tags

    1. artificial social systems
    2. cognitive models
    3. social networks

    Qualifiers

    • Research-article

    Conference

    AAMAS07
    Sponsor:

    Acceptance Rates

    Overall Acceptance Rate 1,155 of 5,036 submissions, 23%

    Contributors

    Other Metrics

    Bibliometrics & Citations

    Bibliometrics

    Article Metrics

    • 0
      Total Citations
    • 274
      Total Downloads
    • Downloads (Last 12 months)2
    • Downloads (Last 6 weeks)0
    Reflects downloads up to 29 Jan 2025

    Other Metrics

    Citations

    View Options

    Login options

    View options

    PDF

    View or Download as a PDF file.

    PDF

    eReader

    View online with eReader.

    eReader

    Figures

    Tables

    Media

    Share

    Share

    Share this Publication link

    Share on social media