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- W3201264154 abstract "Title: Ready or Not: Exploring Machine Learning Readiness in the Supplier Selection ProcessAuthors: Nazish Rashid and Afra MukhtarSupervisor Yulia VakulenkoPurpose: The aim of this research paper is to gain a better understanding of machine learningreadiness in the supplier selection process. The study aims to analyse the readiness factors thatconstitute this and barriers that may hinder this process for companies.Methodology: This study made use of a qualitative research approach, which includes a single casestudy. The case study covers a company interview and a content analysis of company documents.Findings: The findings reveal that academia relates readiness factors to measure readiness in termsof adopting machine learning in the supplier selection process to the industry. However, this studyis able to identify several other factors related to three contexts at an organisational level.Furthermore, the findings also validate the barriers found in academia, as well as recognise thatadditional barriers might hinder machine learning readiness in the supplier selection process.Value: The purpose of this research paper was to connect academia with industry practises, as wellas to identify the perception of readiness regarding machine learning technology in the supplierselection process to highlight the gaps within this field of study.Research Implications: This study attempts to enhance insights on the current literature regardingreadiness factors and potential barriers for machine learning in the supplier selection process byadding new readiness factors in the existing TOE framework. In addition to that, the authorsintroduced a new aspect to the framework in the form of barriers that should be taken into account.Practical Implications: The research paper aims to provide valuable insights for procurementprofessionals in the retail industry to improve their understanding of how a company is able tofacilitate machine learning readiness in the supplier selection process." @default.
- W3201264154 created "2021-09-27" @default.
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- W3201264154 date "2021-01-01" @default.
- W3201264154 modified "2023-09-25" @default.
- W3201264154 title "Ready or Not: Exploring Machine Learning Readiness in the Supplier Selection Process" @default.
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