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A reputation based electronic government procurement model

Published: 22 October 2013 Publication History

Abstract

E-procurement systems allow governments to efficiently management their contracts by improving interactions with suppliers, and by increasing transparency. Governments generally choose their suppliers based on the minimum price. However, other criteria than price may be considered to help governments choose the best suppliers. This paper proposes a formal reputation model that is intended to determine the winners of an e-procurement process. The proposed model combines three elements: (1) the direct reputation of the supplier, (2) the indirect reputation of the supplier, and (3) the difference in beliefs between the government and the supplier. Using a multi-agent approach, the proposed model compares between situations where reputation is integrated along price for selecting suppliers and when it is not. Results show that the proposed reputation model may lead to lower costs.

References

[1]
Affisco, J. F., and Soliman, K. S. 2006. E-government: a strategic operations management framework for service delivery, Business Process Management, 12, 1, 13--21.
[2]
Anomyme, 2013. Web site of Canadian Governement. {On line} www.canada.gc.ca/accueil.html.
[3]
Artz, D., and Gil, Y. 2007. A survey of trust In computer science and the semantic web. Web semantics: scinec, services and agents, 5, 58--71.
[4]
Barouni, F., Mellouli, S., Ait-Kadi, D., and Ruiz, A. 2009. A reputation-based model for semi-competitive multi-agent systems, International journal of intelligent information and database systems, 3, 2, 146--162.
[5]
Bentahar J., Khorsavifar, B., and Gomrokchi, M. 2009. Social network-based trust for agent-based services, International conference on advanced information networking and applications workshops, 298--303.
[6]
Brisset, K., and Naegelen, F. 2008. Enchères en ligne et E-commerce. Revue française d'économie, 23, 1, 165--202.
[7]
Brun, A., Corti, D., and Cozzini, S. 2007. Value assessment of e-Procurement Projects: A Modular Methodology. Production Planning & Control, 15, 742--760.
[8]
Carbo, J., and Molina-Lopez, J. M. 2010. An extension of a fuzzy reputation agent trust model (AFRAS) in the ART testbed, Soft Comput, 14, 821--83.
[9]
Carley, K. 1999. On the evolution of social and organizational networks - Special issue of Research in the Sociology of Organizations on Networks In and Around Organizations, JAI Press, Inc. Stamford, CT, 3--30.
[10]
Castelfranchi, C., and Falcone, R. 1998. Principles of trust for MAS: cognitve anatomy, social importance, and quantification, ICMAS '98 Proceedings of the 3rd International Conference on Multi Agent Systems.
[11]
Chau, P. Y. K., and Hui, K. L. 2001. Determinants of small business EDI adoption: an empirical investigation. Journal of Organizational Computing and Electronic Commerce, 11, 4, 229--52.
[12]
Chwelos, P., Benbasat, I., and Dexter, A. S. 2001. Research report: empirical test of an EDI adoption model. Information Systems Research, 12, 3, 304--21.
[13]
Concha, G., Astudillo, H., Porrúa, M., and Pimenta, C. 2012. E-Government procurement observatory, maturity model and early measurements. Government Information Quarterly, 29, S43--S50.
[14]
Crary, D. R. 1992. Book review. International negotiation: Analysis, approaches, issues- Victor A. Kremenyuk, Ed. San Francisco- Jossey-Bass Publishers, 1991, 486 pp, Internotiond Journal of Intercultural Relations, 16, 237--241.
[15]
Criado, J. I., and Ramilo, M. C. 2003. E-government in practice: An analysis of Web site orientation to the citizens in spanish municipalities, The international Journal of Public Secteur Management, 16, 3, 191--218.
[16]
Crowder, S. V. 1987. Run_Lengh distribution of EWMA Charts, Technometrics, 29, 401--407.
[17]
Davila, A., Gupta, M., and Palmer, R. 2003. Moving Procurement Systems to the Internet: The Adoption and Use of E-Procurement Technology Models. European Management Journal, 21, 1, 11--23.
[18]
Davison, R. M., Wagner, C., and Ma, L. C. 2005. From government to e-government: a transition model, Information Technology & People, 18, 3, 280--299.
[19]
Denko, M. K., Sun, T., and Woungang, I. 2011. Trust management in ubiquitous computing: a bayesian approach, Computer Communications, 34, 3, 398--406
[20]
Garrido, M. J., Gutiérrez, A., San José, R. 2008. Organizational and economic consequences of business e-procurement intensity. Technovation, 28, 615--629.
[21]
Gunasekaran, A., McGaughey, R., Ngai E. W. T., and Rai B. K. 2009. E-Procurement adoption in the Southcoast SMEs. Int. J. Production Economics, 122, 161--175.
[22]
Hafedh Chourabi, and Sehl Mellouli. E-government: Integrated Services Framework. 12th Annual conference on Digital Government Research (dg.o 2011.).
[23]
Haghpanah, Y., and desJardins, M. 2009. A trust model for agent-organized networks, Association for the advancement of artificial intelligence.
[24]
Hart, P., and Saunders, CS. 1997. Power and trust: critical factors in the adoption and use of electronic data interchange. Organization Science, 8, 1, 23--42.
[25]
Heni, H., Mellouli, S, Karuranga, G. E, and Poulin, D. 2011. A ConceptualModel for G2G Relationships. IFIP-eGovernment Conference.
[26]
Ho, A. T. 2002. Reinventing Local Governments and the EGovernment Initiative, Public Administration Review, 62, 4, 434--444.
[27]
Howard, M. 2001. E-government across the globe: how will 'e' change government?, Government Finance Review, 17,4, 6--9.
[28]
Huang, C., Liang, W., Lai, Y., and Lin, Y. 2010. The agent-based negotiation process for B2C e-commerce. Expert Systems with Applications, 37, 348--359.
[29]
Indiramma, M., and Anandakumar, K. R. 2008. TCM: A Trust Model for collaborative decision making in Milti-agent System, IJCSNS International journal of computer science and network security, 8, 11, 69--75.
[30]
Jiang, Y. C., Xia, Z. Y., Zhong, Y. P., and Zhang, S. Y. 2005. Autonomous trust construction in multi-agent systems- a graph theory methodology, Advances in engineering software, 36, 59--66.
[31]
Kheng, C. B., and Al-Hawamdeh, S. 2002. The adoption of electronic procurement in Singapore. Electronic Commerce Research, 2, 1--2, 61--73.
[32]
Khosravitar, B., Gomrokchi, M., Bentahar, J., and Thiran, P. 2009. Maintenance-based trust for multi-agent systems, In 8th international conference on autonomous agents and multiagent systems, Budapest, Hungary, 1017--1024.
[33]
Kovac, D., and Trcek, D. 2009. Qualitative trust modeling in SOA, Journal of Systems Architecture, 55, 255--263.
[34]
Leyton-Brown, K., Pearson, M., and Shoham, Y. 2000. Towards a universal test suite for combinatorial auction algorithms. In:Jhingran A, Mason JM and Tygar D (eds). Proceedings of the ACM Conference on Electronic Commerce (ACM-EC). ACM: New York, 66--76.
[35]
Liu, Q., Sun, S. X., Wang, H., and Zhao, J. 2001. A multi-agent based system for e-procurement exception management. Knowledge-Based Systems, 24, 49--57.
[36]
Lopes, F., Wooldridge, M., and Novais, A. Q. 2008. Negotiation among autonomous computational agents: principles, analysis and challenges, Artif Intell Rev, 29, 1--44, DOI 10.1007/s10462-009-9107-8.
[37]
Mellouli, S., and Bouslama, F. 2011. Issues in Multi-agent Systems for e-Government Applications. The 2011 International Conference and Workshop on Current Trends in Information Technology (CTIT'11).
[38]
Mellouli, S., Bousalam, F. 2009. Intelligent Agents for E-Government Development. Electronic Government, An International Journal, 6, 2, 177--192.
[39]
Moldovan, A. M. 2010. Operational profitability of targets in Central Eastern European manufacturing sector, Master Thesis, Utrecht University, pp 50.
[40]
Noorian, Z., and Ulieru, M. 2010. The stqte of the art in trust and reputation systems: a framework for comparison, Journal of theoritical and applied electronic commerce research, 5, 2, 97--117.
[41]
Pallier, C. 2002. Exemples d'analyses de variance avec R", INSERM U562, SHFJ CEA, Orsay.
[42]
Panayiotou, N. A., Gayialis, S. G., and Tatsiopoulos, T. P. 2004. An e-procurement system for governmental purchasing. Int. J. Production Economics, 90, 79--102.
[43]
Ramchurn, S. D., Sierra, C., Jennings, N. R., and Godo, L. 2003. A computational trust model for multi-agent interactions based on confidebce and reputation, In: 6th International Workshop of Deception, Fraud and Trust in Agent Societies, Melbourne, Australia, 69--75.
[44]
Rekik, M., and Mellouli, S. 2012. Reputation-based winner determination problem for combinatorial transportation procurement auctions, Journal of the Operational Research Society, 1, 10.
[45]
Sabater, J., and Sierra, C. 2001. REGRET: a reputation model for gregarious socieeties, AGENTS'01 Proceedings of the fifth international conference on Autonomous agent.
[46]
Sabater, J., and Sierra, C. 2002. Social ReGreT, a reputation model based on social relations", In: Proceedings of the Fourth Workshop on Deception, Fraud and Trust in Agent Societies, Montreal, Canada, 61--69.
[47]
Sabater, J., and Sierra, C. 2005. Review on computational trust and reputation models, Artificial intelligence review, 24, 33--60.
[48]
Tafreschi, O., Mahler, D., Fengel, J., Rebstock, M., and Eckert, C. 2008. A reputation system for electronic negotiations, Computer standards & interfaces, 30, 351--360.
[49]
Teo, T. S. H., and Ranganathan, C. 2004. Adopters and non-adopters of business- to-business electronic commerce in Singapore. Information and Management, 42, 1, 89--102.
[50]
Teo, T. S. H., and Tan, M. 1998. An empirical study of adopters and non- adopters of the Internet in Singapore. Information and Management, 34, 6, 339--45.
[51]
Teo, T. S. H., Devadoss, P., and Pan, S. L. 2006. Towards a holistic perspective of customer relationship management (CRM) implementation: a case study of the Housing and Development Board, Singapore. Decision Support Systems, 42, 3, 1613--27.
[52]
Teo, T. S. H., Lin, S., Lai, K. H. 2009. Adopters and non-adopters of e-procurement in Singapore: An empirical study. Omega 37, 972--987.
[53]
Teo, T. S. H., Tan, M., and Wong,. K. B. 1998. A contingency model of Internet adoption in Singapore. International Journal of Electronic Commerce, 2, 2, 95--118.
[54]
Thong, J. Y. L. 1999. An integrated model of information systems adoption in small businesses. Journal of Management Information Systems, 15, 4, 187--214.
[55]
Walker, H., and Brammer, S. 2012. The relationship between sustainable procurement and e-procurement in the public sector. Int. J. Production Economics, 140, 256--268.
[56]
Wang, Y., and Vassileva, J. 2004. Bayesian Network trust model in peer-to-peer networks, Proceding IEEE/WIC International conference on web intelligence, IEEE Press, 24--31.
[57]
William, D., and Presutti, Jr. 2003. Supply management and e-procurement: creating value added in the supply chain. Industrial Marketing Management, 32, 219--226
[58]
Xiong, L., and Liu, L. 2004. PeerTrust: Supporting Reputation-Based Trust for Peer-to-Peer. Electronic Communities. IEEE Transactions On Knowledge And Data Engineering, 16(7), 843--857.
[59]
Zaki, M., and Bouguettaya, A. 2009. RATEWeb: Reputation Assessment for Trust Establishment among Web services. The VLDB Journal, 18, 885--911.

Cited By

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  • (2023)Smart Cities and the Digitization of Government Services: Benefits and ChallengesProceedings of the 11th International Conference on Production Research – Americas10.1007/978-3-031-36121-0_2(16-24)Online publication date: 27-Jul-2023

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Published In

cover image ACM Other conferences
ICEGOV '13: Proceedings of the 7th International Conference on Theory and Practice of Electronic Governance
October 2013
398 pages
ISBN:9781450324564
DOI:10.1145/2591888
  • Editors:
  • Tomasz JANOWSKI,
  • Jeanne HOLM,
  • Elsa ESTEVEZ
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]

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  • International Institute for Software Technology of the United Nations University: International Institute for Software Technology of the United Nations University
  • NIA: National Information Society Agency, Republic of Korea
  • MOPAS: Ministry of Public Administration and Security

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 22 October 2013

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Author Tags

  1. combinatorial auction
  2. e-government
  3. e-procurement
  4. negotiation
  5. reputation
  6. truckload
  7. winner determination problems

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ICEGOV '13
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  • International Institute for Software Technology of the United Nations University
  • NIA
  • MOPAS

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  • (2023)Smart Cities and the Digitization of Government Services: Benefits and ChallengesProceedings of the 11th International Conference on Production Research – Americas10.1007/978-3-031-36121-0_2(16-24)Online publication date: 27-Jul-2023

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