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DOI: 10.4230/OASIcs.CMN.2013.53

Assessing Two-Mode Semantic Network Story Representations Using a False Memory Paradigm

Authors: Steven R. Corman, B. Hunter Ball, Kimberly M. Talboom, and Gene A. Brewer

Published in: OASIcs, Volume 32, 2013 Workshop on Computational Models of Narrative

Abstract

This paper describes a novel method of representing semantic networks of stories (and other text) as a two-mode graph. This method has some advantages over traditional one-mode semantic networks, but has the potential drawback (shared with n-gram text networks) that it contains paths that are not present in the text. An empirical study was devised using a false memory paradigm to determine whether these induced paths are remembered as being true of a set of stories. Results indicate that participants report false memories consistent with the induced paths. Implications for further research and two-mode semantic representations are discussed.

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Steven R. Corman, B. Hunter Ball, Kimberly M. Talboom, and Gene A. Brewer. Assessing Two-Mode Semantic Network Story Representations Using a False Memory Paradigm. In 2013 Workshop on Computational Models of Narrative. Open Access Series in Informatics (OASIcs), Volume 32, pp. 52-60, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2013)

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@InProceedings{corman_et_al:OASIcs.CMN.2013.53,
  author =	{Corman, Steven R. and Ball, B. Hunter and Talboom, Kimberly M. and Brewer, Gene A.},
  title =	{{Assessing Two-Mode Semantic Network Story Representations Using a False Memory Paradigm}},
  booktitle =	{2013 Workshop on Computational Models of Narrative},
  pages =	{52--60},
  series =	{Open Access Series in Informatics (OASIcs)},
  ISBN =	{978-3-939897-57-6},
  ISSN =	{2190-6807},
  year =	{2013},
  volume =	{32},
  editor =	{Finlayson, Mark A. and Fisseni, Bernhard and L\"{o}we, Benedikt and Meister, Jan Christoph},
  publisher =	{Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
  address =	{Dagstuhl, Germany},
  URL =		{https://drops-dev.dagstuhl.de/entities/document/10.4230/OASIcs.CMN.2013.53},
  URN =		{urn:nbn:de:0030-drops-41479},
  doi =		{10.4230/OASIcs.CMN.2013.53},
  annote =	{Keywords: Semantic networks, two-mode networks, false memory}
}

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Assessing Two-Mode Semantic Network Story Representations Using a False Memory Paradigm

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