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- W2896424130 abstract "Project requirements are wishes and expectations of the client toward the design, construction, and other project management processes. The project definition is typically specified in a contract package including a contract document and many other related documents such as drawings, specifications, and government codes. Project definition determination is critical to the success of a project. Due to the lack of efficient tools for requirement processing, the current practices regarding project scoping still heavily rely on a manual basis which is tedious, time-consuming, and error-prone. This study aims to fill that gap by developing an automated method for identifying requirement texts from contractual documents. The study employed Naive Bayes to train a classification model that can be used to separate requirement statements from non-requirement statements. An experiment was conducted on a manually labeled dataset of 1191 statements. The results revealed that the developed requirement detection model achieves a promising accuracy of over 90%." @default.
- W2896424130 created "2018-10-26" @default.
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- W2896424130 date "2018-10-04" @default.
- W2896424130 modified "2023-09-27" @default.
- W2896424130 title "Requirement Text Detection from Contract Packages to Support Project Definition Determination" @default.
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- W2896424130 doi "https://doi.org/10.1007/978-3-030-00220-6_68" @default.
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