{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,29]],"date-time":"2025-09-29T05:10:14Z","timestamp":1759122614803,"version":"3.44.0"},"reference-count":43,"publisher":"Oxford University Press (OUP)","issue":"1","license":[{"start":{"date-parts":[[2024,8,22]],"date-time":"2024-08-22T00:00:00Z","timestamp":1724284800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/academic.oup.com\/pages\/standard-publication-reuse-rights"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,1,1]]},"abstract":"<jats:title>Abstract<\/jats:title>\n               <jats:p>Graphical user interface (GUI) browsing and retrieval tools are becoming essential to interaction design research and practice. These tools allow GUI designers to browse large amounts of data and recover inspiring or relevant designs for their task. Unfortunately, data-driven market analysis or business intelligence (BI) applied to GUIs have mostly been left aside. To address this research gap, we elicit designers\u2019 needs and responses regarding the development of Enricommender, a high-fidelity prototype of a market analysis recommender and reporting system. We identify and discuss key design challenges, as reported by more than 200 real-world designers, as well as their workflows and overall expectations towards such a BI system. Ultimately, this article sets the foundation for developing future GUI-oriented BI applications.<\/jats:p>\n               <jats:p>RESEARCH HIGHLIGHTS Insights about ideation and design of graphical user interfaces. Elicited preferences and current practices from 200 real-world designers. A business intelligence prototype for comparative analysis and design recommendations.<\/jats:p>","DOI":"10.1093\/iwc\/iwae037","type":"journal-article","created":{"date-parts":[[2024,8,22]],"date-time":"2024-08-22T19:14:31Z","timestamp":1724354071000},"page":"1-17","source":"Crossref","is-referenced-by-count":0,"title":["Enricommender: Business Intelligence for User Interface Design"],"prefix":"10.1093","volume":"37","author":[{"given":"Alexis","family":"Ciarrone","sequence":"first","affiliation":[{"name":"University of Luxembourg , Luxembourg"}]},{"given":"Luis A","family":"Leiva","sequence":"additional","affiliation":[{"name":"University of Luxembourg , Luxembourg"}]},{"given":"Mateusz","family":"Dubiel","sequence":"additional","affiliation":[{"name":"University of Luxembourg , Luxembourg"}]}],"member":"286","published-online":{"date-parts":[[2024,8,22]]},"reference":[{"key":"2025092900520265600_ref5","first-page":"1","volume-title":"Proc of the 2021 CHI Conf. on Human Factors in Computing Systems","author":"Bunian","year":"2021"},{"volume-title":"Proceedings of the 7th AMI Conference, St. Paul, MN","year":"1988","author":"Arens","key":"2025092900520265600_ref1"},{"key":"2025092900520265600_ref9","doi-asserted-by":"crossref","first-page":"845","DOI":"10.1145\/3126594.3126651","article-title":"Rico: a mobile app dataset for building data-driven design applications","volume-title":"Proceedings of the 30th Annual ACM Symposium on User Interface Software and Technology","author":"Deka","year":"2017"},{"key":"2025092900520265600_ref11","first-page":"69","volume-title":"Proceedings of the 6th International Conference on Intelligent User Interfaces","author":"Eisenstein","year":"2002"},{"key":"2025092900520265600_ref15","first-page":"155","volume-title":"2nd Eurographics Workshop on Sketch-Based Interfaces and Modeling","author":"Hashimoto","year":"2005"},{"key":"2025092900520265600_ref4","first-page":"158","article-title":"Creativity in design activities: The role of analogies in a constrained cognitive environment","volume-title":"Proc. of the 3rd conf. on creativity and cognition - C & C \u201999","author":"Bonnardel","year":"1999"},{"key":"2025092900520265600_ref13","doi-asserted-by":"publisher","first-page":"29","DOI":"10.1016\/j.destud.2013.09.001","article-title":"What inspires designers? 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