ML Anthology

Data-Driven Web Design

Ranjitha Kumar, Jerry O. Talton, Salman Ahmad, Scott R. Klemmer
ICML 2012
/icml/2012/kumar2012icml-data/

Abstract

This short paper summarizes challenges and opportunities of applying machine learning methods to Web design problems, and describes how structured prediction, deep learning, and probabilistic program induction can enable useful interactions for designers. We intend for these techniques to foster new work in data-driven Web design.

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Cite

Text

Kumar et al. "Data-Driven Web Design." International Conference on Machine Learning, 2012.

Markdown

[Kumar et al. "Data-Driven Web Design." International Conference on Machine Learning, 2012.](https://mlanthology.org/icml/2012/kumar2012icml-data/)

BibTeX

@inproceedings{kumar2012icml-data,
  title     = {{Data-Driven Web Design}},
  author    = {Kumar, Ranjitha and Talton, Jerry O. and Ahmad, Salman and Klemmer, Scott R.},
  booktitle = {International Conference on Machine Learning},
  year      = {2012},
  url       = {https://mlanthology.org/icml/2012/kumar2012icml-data/}
}