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🧠 AI🟢 Bullish

LikeThis! Empowering App Users to Submit UI Improvement Suggestions Instead of Complaints

arXiv – CS AI|Jialiang Wei, Ali Ebrahimi Pourasad, Walid Maalej|
🤖AI Summary

Researchers developed LikeThis!, a GenAI-based tool that helps mobile app users submit constructive UI improvement suggestions instead of vague complaints by generating visual alternatives from user screenshots and comments. The system uses GPT-Image-1 to create multiple improvement options that users can select from, with studies showing it produces more actionable feedback for developers.

Key Takeaways
  • LikeThis! transforms user complaints into constructive UI improvement suggestions using GenAI technology
  • GPT-Image-1 outperformed other image generation models in creating effective UI design improvements
  • The system generates solution specifications before creating visual designs to ensure effective improvements
  • User studies with 15 participants and 10 production apps showed improved feedback quality from both user and developer perspectives
  • The approach enables AI-assisted collaboration between users and developers for better app evolution
Read Original →via arXiv – CS AI
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