GMap: Supporting Free-Form Text Entry of Game Titles in Games User Research
summary
GMap uses a fuzzing string machine to map messy free-form game-title entries (typos, extra spaces, unofficial abbreviations, duplicates) to canonical titles and is evaluated on 1,096 user-entered names. A runtime tool, GMap-R, provides real-time autocomplete during entry and is tested with 150 titles from 30 participants, raising correct mappings to 98.67%, cutting manual cleaning effort and preserving researcher resources.
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