Search Results for author: Alden Dima

Found 2 papers, 1 papers with code

Improving the TENOR of Labeling: Re-evaluating Topic Models for Content Analysis

1 code implementation29 Jan 2024 Zongxia Li, Andrew Mao, Daniel Stephens, Pranav Goel, Emily Walpole, Alden Dima, Juan Fung, Jordan Boyd-Graber

Topic models are a popular tool for understanding text collections, but their evaluation has been a point of contention.

Topic Models

KPI Extraction from Maintenance Work Orders -- A Comparison of Expert Labeling, Text Classification and AI-Assisted Tagging for Computing Failure Rates of Wind Turbines

no code implementations7 Nov 2023 Marc-Alexander Lutz, Bastian Schäfermeier, Rachael Sexton, Michael Sharp, Alden Dima, Stefan Faulstich, Jagan Mohini Aluri

Overall, our findings make extracting maintenance information from maintenance work orders more efficient, enable the assessment of reliability key performance indicators and therefore support the optimization of wind turbine operation and maintenance.

TAG text-classification +1

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