Evolving Augmented Graph Grammars for Argument Analysis

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@InProceedings{Lynch:2016:GECCOcomp,
  author =       "Collin F. Lynch and Linting Xue and Min Chi",
  title =        "Evolving Augmented Graph Grammars for Argument
                 Analysis",
  booktitle =    "GECCO 2016 Companion Volume",
  year =         "2016",
  editor =       "Tobias Friedrich and Frank Neumann and 
                 Andrew M. Sutton and Martin Middendorf and Xiaodong Li and 
                 Emma Hart and Mengjie Zhang and Youhei Akimoto and 
                 Peter A. N. Bosman and Terry Soule and Risto Miikkulainen and 
                 Daniele Loiacono and Julian Togelius and 
                 Manuel Lopez-Ibanez and Holger Hoos and Julia Handl and 
                 Faustino Gomez and Carlos M. Fonseca and 
                 Heike Trautmann and Alberto Moraglio and William F. Punch and 
                 Krzysztof Krawiec and Zdenek Vasicek and 
                 Thomas Jansen and Jim Smith and Simone Ludwig and JJ Merelo and 
                 Boris Naujoks and Enrique Alba and Gabriela Ochoa and 
                 Simon Poulding and Dirk Sudholt and Timo Koetzing",
  pages =        "65--66",
  keywords =     "genetic algorithms, genetic programming: Poster",
  month =        "20-24 " # jul,
  organisation = "SIGEVO",
  address =      "Denver, USA",
  publisher =    "ACM",
  publisher_address = "New York, NY, USA",
  isbn13 =       "978-1-4503-4323-7",
  DOI =          "doi:10.1145/2908961.2908994",
  abstract =     "Augmented Graph Grammars are a robust rule
                 representation for rich graph data. In this paper we
                 present our work on the automatic induction of graph
                 grammars for argument diagrams via EC. We show that EC
                 outperforms the existing grammar induction algorithms
                 gSpan and Subdue on our dataset. We also show that it
                 is possible to augment the standard EC process to
                 harvest a set of diverse rules which can be filtered
                 via a post-hoc Chi-Squared analysis.",
  notes =        "also known as \cite{Lynch:Evolving:2016}

                 Distributed at GECCO-2016.",
}

Genetic Programming entries for Collin Lynch Linting Xue Min Chi

Citations