Bricolage: Example-Based Retargeting for Web Design
The Web provides a corpus of design examples unparalleled in human history. However, leveraging existing designs to produce new pages is often difficult. We introduce the Bricolage algorithm for transferring design and content between Web pages. Bricolage employs a novel, structured-prediction technique that learns to create coherent mappings between pages by training on human-generated exemplars. The produced mappings are then used to automatically transfer the content from one page into the style and layout of another. We show that Bricolage can learn to accurately reproduce human page mappings, and that it provides a general, efficient, and automatic technique for retargeting content between a variety of real Web pages.
Ranjitha Kumar, Jerry O. Talton, Salman Ahmad, Scott R. Klemmer. Bricolage: Example-Based Retargeting for Web Design. Proceedings of CHI, Vancouver, BC, Canada, 2011. Best Paper
Ranjitha Kumar, Jerry O. Talton, Salman Ahmad, Tim Roughgarden and Scott R. Klemmer. Flexible Tree Matching. Proceedings of IJCAI, Barcelona, Spain, 2011.
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