Skip to main content
Erschienen in: International Journal of Machine Learning and Cybernetics 4/2013

01.08.2013 | Original Article

A multi-agent based model for collective purchasing in electronic commerce

verfasst von: Bahador Shojaiemehr, Marjan Kuchaki Rafsanjani

Erschienen in: International Journal of Machine Learning and Cybernetics | Ausgabe 4/2013

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

Several types of e-commerce (EC) including B2B, B2C, C2C are common on the internet. Collective purchasing in the EC is called customer-to-business EC. This type of EC offers unification of buyer’s common needs and priorities and the interaction between buyers and vendors to provide benefit for both. To achieve this goal, we consider requirements and preferences as two effective factors in the collective purchasing model. Requirements are qualitative or quantitative values which buyers assign to the issues of purchasing. Preferences are priorities assigned by the buyers and their values express the buyer’s measure of importance to the issues. To get buyer’s preferences of the issues, we use analytic hierarchy process. Additionally, a laptop computer buying example is used for illustration how the model calculates preferences of the issues.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Weitere Produktempfehlungen anzeigen
Literatur
1.
Zurück zum Zitat Wang Y, Tan KL, Ran J (2004) PumaMart: a parallel and autonomous agent based internet marketplace. Electron Commer Res Appl 3:249–310CrossRef Wang Y, Tan KL, Ran J (2004) PumaMart: a parallel and autonomous agent based internet marketplace. Electron Commer Res Appl 3:249–310CrossRef
2.
Zurück zum Zitat Shah NH, Shukla KT (2010) Optimal production schedule in declining market for an imperfect production system. Int J Mach Learn Cybern 1(1–4):89–99CrossRef Shah NH, Shukla KT (2010) Optimal production schedule in declining market for an imperfect production system. Int J Mach Learn Cybern 1(1–4):89–99CrossRef
3.
Zurück zum Zitat Camarena-Ibarrola A, Chávez E (2011) Online music tracking with global alignment. Int J Mach Learn Cybern 2(3):147–156CrossRef Camarena-Ibarrola A, Chávez E (2011) Online music tracking with global alignment. Int J Mach Learn Cybern 2(3):147–156CrossRef
5.
Zurück zum Zitat Chavez A, Maes P (1996) Kasbah: an agent marketplace for buying and selling goods. In: Proceedings of the international conference on the practical application of intelligent agents and multi-agent technology, London Chavez A, Maes P (1996) Kasbah: an agent marketplace for buying and selling goods. In: Proceedings of the international conference on the practical application of intelligent agents and multi-agent technology, London
6.
Zurück zum Zitat Huang CC, Liang WY, Lai YH, Lin YC (2010) The agent-based negotiation process for B2C e-commerce. Expert Syst Appl 37:348–359CrossRef Huang CC, Liang WY, Lai YH, Lin YC (2010) The agent-based negotiation process for B2C e-commerce. Expert Syst Appl 37:348–359CrossRef
7.
Zurück zum Zitat Yamamoto J, Sycara K (2001) A stable and efficient buyer coalition formation scheme for e-marketplaces. In: Proceedings of the international conference on autonomous agents, pp 576–583 Yamamoto J, Sycara K (2001) A stable and efficient buyer coalition formation scheme for e-marketplaces. In: Proceedings of the international conference on autonomous agents, pp 576–583
8.
Zurück zum Zitat Tsvetovat M, Sycara K, Chen Y, Ying J (2000) Customer coalitions in the electronic marketplace. In: Proceedings of the workshop on agent mediated electronic commerce (AMEC-2000) Tsvetovat M, Sycara K, Chen Y, Ying J (2000) Customer coalitions in the electronic marketplace. In: Proceedings of the workshop on agent mediated electronic commerce (AMEC-2000)
9.
Zurück zum Zitat Lerman K, Shehory O (2000) Coalition formation for large-scale electronic markets. In: Proceedings of the fourth international conference on multiagent systems (ICMAS-2000), pp 216–222 Lerman K, Shehory O (2000) Coalition formation for large-scale electronic markets. In: Proceedings of the fourth international conference on multiagent systems (ICMAS-2000), pp 216–222
10.
Zurück zum Zitat Chen DN, Jeng B, Lee WP, Chuang CH (2008) An agent-based model for consumer-to-business electronic commerce. Expert Syst Appl 34:469–481CrossRef Chen DN, Jeng B, Lee WP, Chuang CH (2008) An agent-based model for consumer-to-business electronic commerce. Expert Syst Appl 34:469–481CrossRef
11.
Zurück zum Zitat He M, Jennings NR, Leung HF (2003) On agent-mediated electronic commerce. IEEE Trans Knowl Data Eng 15(4):985–1003CrossRef He M, Jennings NR, Leung HF (2003) On agent-mediated electronic commerce. IEEE Trans Knowl Data Eng 15(4):985–1003CrossRef
12.
Zurück zum Zitat Saaty TL (1980) The analytic hierarchy process. McGraw-Hill, New YorkMATH Saaty TL (1980) The analytic hierarchy process. McGraw-Hill, New YorkMATH
13.
Zurück zum Zitat Saaty TL (2008) Decision making with the analytic hierarchy process. Int J Serv Sci 1(1):83–98MathSciNet Saaty TL (2008) Decision making with the analytic hierarchy process. Int J Serv Sci 1(1):83–98MathSciNet
14.
Zurück zum Zitat Bayazit O, Karpak B (2005) An AHP application in vendor selection. ISAHP, Honolulu Bayazit O, Karpak B (2005) An AHP application in vendor selection. ISAHP, Honolulu
16.
Zurück zum Zitat Cheng CB, Chan CCH, Lin KC (2006) Intelligent agents for e-marketplace: negotiation with issue trade-offs by fuzzy inference systems. Decis Support Syst 42:626–638CrossRef Cheng CB, Chan CCH, Lin KC (2006) Intelligent agents for e-marketplace: negotiation with issue trade-offs by fuzzy inference systems. Decis Support Syst 42:626–638CrossRef
17.
Zurück zum Zitat Saaty TL, Aczél J (1983) Procedures for synthesizing ratio judgements. J Math Psychol 27:93–102MATHCrossRef Saaty TL, Aczél J (1983) Procedures for synthesizing ratio judgements. J Math Psychol 27:93–102MATHCrossRef
18.
Zurück zum Zitat Faratin P, Sierra C, Jennings NR (1998) Negotiation decision functions for autonomous agents. Robot Auton Syst 24:159–182CrossRef Faratin P, Sierra C, Jennings NR (1998) Negotiation decision functions for autonomous agents. Robot Auton Syst 24:159–182CrossRef
Metadaten
Titel
A multi-agent based model for collective purchasing in electronic commerce
verfasst von
Bahador Shojaiemehr
Marjan Kuchaki Rafsanjani
Publikationsdatum
01.08.2013
Verlag
Springer Berlin Heidelberg
Erschienen in
International Journal of Machine Learning and Cybernetics / Ausgabe 4/2013
Print ISSN: 1868-8071
Elektronische ISSN: 1868-808X
DOI
https://doi.org/10.1007/s13042-012-0098-4

Weitere Artikel der Ausgabe 4/2013

International Journal of Machine Learning and Cybernetics 4/2013 Zur Ausgabe

Neuer Inhalt