Can A Machine Replace Humans In Building Regular Expressions? A Case Study

Created by W.Langdon from gp-bibliography.bib Revision:1.7650

@Article{Bartoli:2016:ieeeIS,

• author = "Alberto Bartoli and Eric Medvet and Andrea {De Lorenzo} and Fabiano Tarlao",
• title = "Can A Machine Replace Humans In Building Regular Expressions? A Case Study",
• journal = "IEEE Intelligent Systems",
• year = "2016",
• volume = "31",
• number = "6",
• pages = "15--21",
• month = nov,
• keywords = "genetic algorithms, genetic programming, Buildings, Creativity, Intelligent systems, Object recognition, Pattern matching, Web pages",
• ISSN = "1541-1672",
• URL = "http://www.human-competitive.org/sites/default/files/bartoli-delorenzo-medvet-tarlao-text.txt",
• DOI = "doi:10.1109/MIS.2016.46",
• size = "10 pages",
• abstract = "Regular expressions are routinely used in a variety of different application domains. Building a regular expression involves a considerable amount of skill, expertise and creativity. In this work we investigate whether a machine may surrogate these qualities and construct automatically regular expressions for tasks of realistic complexity. We discuss a large scale experiment involving more than 1700 users on 10 challenging tasks. We compared the solutions constructed by these users to those constructed by a tool based on Genetic Programming that we have recently developed and made publicly available. The quality of automatically-constructed solutions turned out to be similar to the quality of those constructed by the most skilled user group; and, the time for automatic construction was similar to the time required by human users.",
• notes = "Entered 2016 HUMIES University of Trieste. cited by \cite{Bartoli:2016:GECCOcomp}. Also known as \cite{7478431}",

}

Genetic Programming entries for Alberto Bartoli Eric Medvet Andrea De Lorenzo Fabiano Tarlao

Citations