Natural language processing as work support in project tendering

Research output: Contribution to book/Conference proceedings/Anthology/ReportConference contributionContributedpeer-review

Contributors

  • L. Cusumano - , Chalmers University of Technology (Author)
  • R. Rempling - , Chalmers University of Technology (Author)
  • R. Jockwer - , Chalmers University of Technology (Author)
  • R. Saraiva - , Chalmers University of Technology (Author)
  • M. Granath - , University of Gothenburg (Author)
  • N. Olsson - , NCC Sweden AB (Author)
  • S. Okazawa - , Savantic AB (Author)

Abstract

When producing a tender, contractors manually analyze client requirements contained within many different text documents. The combination of requirements lead to crucial design decisions and every decision is related to costs and risks. This study explores the possibility of making the client requirement analysis in design-bid contracts automated to reduce the risk of conceptual design mistakes. The research approach chosen includes developing a work support tool based on natural language processing and analyzing its usefulness through a combination of surveys and a workshop for tendering specialist. The results show that applying digitalized working methods and using artificial intelligence in the tender phase can enable data-informed decision making and generate benchmarking and risk management opportunities. The study contributes to insights regarding automation and digitization possibilities in tender projects and how artificial intelligence tools can be designed for supporting data-driven decisions.

Details

Original languageEnglish
Title of host publicationCurrent Perspectives and New Directions in Mechanics, Modelling and Design of Structural Systems - Proceedings of the 8th International Conference on Structural Engineering, Mechanics and Computation, 2022
EditorsAlphose Zingoni
PublisherCRC Press/Balkema
Pages1583-1588
Number of pages6
ISBN (print)9781003348443
Publication statusPublished - 2022
Peer-reviewedYes
Externally publishedYes

Publication series

SeriesInternational Conference on Structural Engineering, Mechanics and Computation

Conference

Title8th International Conference on Structural Engineering, Mechanics and Computation, SEMC 2022
Duration5 - 7 September 2022
CityCape Town
CountrySouth Africa

External IDs

ORCID /0000-0003-0767-684X/work/168207994