Document design with interactive evolution

Juan C. Quiroz, Amit Banerjee, Sushil J. Louis, Sergiu M. Dascalu

Research output: Chapter in Book/Report/Conference proceedingChapter

2 Citations (Scopus)

Abstract

We present human guided evolution of brochure documents. The user interacts with a genetic algorithm, which evolves placeholders, each placeholder represented with one of three shapes: (1) ellipse, (2) rectangle, and (3) rounded rectangle. The user guides the evolutionary process by evaluating a small subset taken from a large population of documents. Along with the subjective user input, individuals in the population of the genetic algorithm are evaluated on a set of objective heuristics for document design. We present pretest results, including an evaluation of the tool and documents created.

Original languageEnglish (US)
Title of host publicationNew Directions in Intelligent Interactive Multimedia Systems and Services - 2
EditorsErnesto Damiani, Jechang Jeong, Robert Howlett, Lakhmi Jain
Pages309-319
Number of pages11
DOIs
StatePublished - Jul 22 2009

Publication series

NameStudies in Computational Intelligence
Volume226
ISSN (Print)1860-949X

Fingerprint

Genetic algorithms

All Science Journal Classification (ASJC) codes

  • Artificial Intelligence

Cite this

Quiroz, J. C., Banerjee, A., Louis, S. J., & Dascalu, S. M. (2009). Document design with interactive evolution. In E. Damiani, J. Jeong, R. Howlett, & L. Jain (Eds.), New Directions in Intelligent Interactive Multimedia Systems and Services - 2 (pp. 309-319). (Studies in Computational Intelligence; Vol. 226). https://doi.org/10.1007/978-3-642-02937-0_28
Quiroz, Juan C. ; Banerjee, Amit ; Louis, Sushil J. ; Dascalu, Sergiu M. / Document design with interactive evolution. New Directions in Intelligent Interactive Multimedia Systems and Services - 2. editor / Ernesto Damiani ; Jechang Jeong ; Robert Howlett ; Lakhmi Jain. 2009. pp. 309-319 (Studies in Computational Intelligence).
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Quiroz, JC, Banerjee, A, Louis, SJ & Dascalu, SM 2009, Document design with interactive evolution. in E Damiani, J Jeong, R Howlett & L Jain (eds), New Directions in Intelligent Interactive Multimedia Systems and Services - 2. Studies in Computational Intelligence, vol. 226, pp. 309-319. https://doi.org/10.1007/978-3-642-02937-0_28

Document design with interactive evolution. / Quiroz, Juan C.; Banerjee, Amit; Louis, Sushil J.; Dascalu, Sergiu M.

New Directions in Intelligent Interactive Multimedia Systems and Services - 2. ed. / Ernesto Damiani; Jechang Jeong; Robert Howlett; Lakhmi Jain. 2009. p. 309-319 (Studies in Computational Intelligence; Vol. 226).

Research output: Chapter in Book/Report/Conference proceedingChapter

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Quiroz JC, Banerjee A, Louis SJ, Dascalu SM. Document design with interactive evolution. In Damiani E, Jeong J, Howlett R, Jain L, editors, New Directions in Intelligent Interactive Multimedia Systems and Services - 2. 2009. p. 309-319. (Studies in Computational Intelligence). https://doi.org/10.1007/978-3-642-02937-0_28