Document design with interactive evolution

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

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contribution

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
Title of host publicationNew directions in intelligent interactive multimedia systems and services - 2
EditorsErnesto Damiani, Jechang Jeong
PublisherSpringer, Springer Nature
Pages309-319
Number of pages11
ISBN (Electronic)9783642029370
ISBN (Print)9783642029363, 9783642242564
Publication statusPublished - 2009
Externally publishedYes
Event2nd International Symposium on Intelligent Interactive Multimedia Systems and Services - Mogliano Veneto, Italy
Duration: 16 Jul 200917 Jul 2009

Publication series

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

Conference

Conference2nd International Symposium on Intelligent Interactive Multimedia Systems and Services
CountryItaly
CityMogliano Veneto
Period16/07/0917/07/09

Cite this

Quiroz, J. C., Banerjee, A., Louis, S. J., & Dascalu, S. M. (2009). Document design with interactive evolution. In E. Damiani, & J. Jeong (Eds.), New directions in intelligent interactive multimedia systems and services - 2 (pp. 309-319). (Studies in Computational Intelligence; Vol. 226). Springer, Springer Nature.