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An Initial Analysis of E-Procurement Search Behaviour

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Information for a Better World: Shaping the Global Future (iConference 2022)

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Abstract

Procurement or tender search is where suppliers seek opportunities for providing goods, works or services that authorities, organisations and businesses require. Such opportunities are listed as procurement contract notices for which suppliers can submit tenders. Typically, an E-Procurement system is used to help find and carry out one or more of the stages involved in the procurement process (from finding potential opportunities, bidding on such opportunities, to delivering the goods, works or services, i.e. find, win, deliver). Such systems are crucial in enabling suppliers to efficiently search through the available listings of procurement contract notices listed across various public and commercial portals. However, little research has investigated how end-users search for such opportunities. In this paper, we perform a descriptive analysis of the professional search behaviours of suppliers using a bespoke e-procurement system. Our analysis is based on a sub-sample of six months of search log interaction data. First, we provide an overview of the usage patterns of our sample of users before investigating how the behaviour of searchers is influenced by the type of search form used (quick vs advanced), user expertise (new vs experienced), and the domain of the procurement notices (General, Defence, Medical, etc.). Our findings highlight that more experienced searchers appear to be more strategic than less experienced searchers and that searchers behave differently depending on the domain in terms of querying and assessing behaviours. This analysis suggests that e-procurement search engines need to be mindful of the differences across searchers and between domains when designing a system to help support their users.

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Notes

  1. 1.

    ec.europa.eu/growth/single-market/public-procurement_en.

  2. 2.

    ec.europa.eu/growth/single-market/public-procurement/rules-implementation_en.

  3. 3.

    trackerintelligence.com.

  4. 4.

    contractsfinder.service.gov.uk.

  5. 5.

    ted.europa.eu/TED.

  6. 6.

    beta.sam.gov.

  7. 7.

    simap.ted.europa.eu/web/simap/cpv.

References

  1. Alvarez-Rodríguez, J., Labra Gayo, J., Silva, F., Alor-Hernández, G., Sanchez-Ramirez, C., Luna, J.: Towards a pan-european e-procurement platform to aggregate, publish and search public procurement notices powered by linked open data: the moldeas approach. Int. J. Softw. Eng. Knowl. Eng. 22, 365–384 (2012)

    Article  Google Scholar 

  2. Doring, S., Fischer, S., Kiessling, W., Preisinger, T.: Optimizing the catalog search process for e-procurement platforms. In: International Workshop on Data Engineering Issues in E-Commerce, pp. 39–48 (2005)

    Google Scholar 

  3. Döring, S., Kießling, W., Preisinger, T., Fischer, S.: Evaluation and optimization of the catalog search process of e-procurement platforms. Electron. Comm. Res. Appl. 5(1), 44–56 (2006). International Workshop on Data Engineering Issues in E-Commerce (DEEC 2005)

    Google Scholar 

  4. Jansen, B.J., Spink, A., Bateman, J., Saracevic, T.: Real life information retrieval: a study of user queries on the web. In: ACM SIGIR Forum (1998)

    Google Scholar 

  5. Mackie, S., Azzopardi, L., Moshfeghi, Y.: Search user behaviour within the procurement contracts domain. In: European Conference on Information Retrieval, Industry Day (ECIR) (2020).

    Google Scholar 

  6. Mackie, S., Macdonald, D., Azzopardi, L., Moshfeghi, Y.: Looking for opportunities: challenges in procurement search. In: Proceedings of the Conference on Research and Development in Information Retrieval (SIGIR) (2019)

    Google Scholar 

  7. Mehrbod, A., Zutshi, A., Grilo, A.: A vector space model approach for searching and matching product e-catalogues. In: Proceedings of the Eighth International Conference on Management Science and Engineering Management, pp. 833–842 (2014)

    Google Scholar 

  8. Mehrbod, A., Zutshi, A., Grilo, A., Cruz-Machado, V.: Evaluation of an e-catalogue matching mechanism in public procurement notice search. 502, 1237–1247 (2017)

    Google Scholar 

  9. Mynarz, J., Svátek, V., Di Noia, T.: Matchmaking Public Procurement Linked Open Data, pp. 405–422 (2015)

    Google Scholar 

  10. Russell-Rose, T., Chamberlain, J., Azzopardi, L.: Information retrieval in the workplace: a comparison of professional search practices. Inf. Process. Manag. (2018)

    Google Scholar 

  11. Silvestri, F.: Mining query logs: turning search usage data into knowledge. Found. Trends Inf. Retriev. (2010)

    Google Scholar 

  12. Verberne, S., et al.: First international workshop on professional search. SIGIR Forum 52(2) (2018)

    Google Scholar 

  13. White, R.W., Dumais, S., Teevan, J.: Characterizing the influence of domain expertise on web search behavior. In: WSDM 2009 (2009)

    Google Scholar 

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Acknowledgments

The collaboration between BiP Solutions Limited and the University of Strathclyde is supported by Innovate UK (Knowledge Transfer Project 11464).

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Correspondence to Stuart Mackie .

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Mackie, S., Azzopardi, L., Moshfeghi, Y. (2022). An Initial Analysis of E-Procurement Search Behaviour. In: Smits, M. (eds) Information for a Better World: Shaping the Global Future. iConference 2022. Lecture Notes in Computer Science(), vol 13193. Springer, Cham. https://doi.org/10.1007/978-3-030-96960-8_1

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  • DOI: https://doi.org/10.1007/978-3-030-96960-8_1

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