Literature DB >> 25067870

Automated analysis of the Cinderella story.

Brian MacWhinney1, Davida Fromm1, Audrey Holland2, Margaret Forbes1, Heather Wright3.   

Abstract

BACKGROUND: AphasiaBank is a collaborative project whose goal is to develop an archival database of the discourse of individuals with aphasia. Along with databases on first language acquisition, classroom discourse, second language acquisition, and other topics, it forms a component of the general TalkBank database. It uses tools from the wider system that are further adapted to the particular goal of studying language use in aphasia. AIMS: The goal of this paper is to illustrate how TalkBank analytic tools can be applied to AphasiaBank data. METHODS & PROCEDURES: Both aphasic (n = 24) and non-aphasic (n = 25) participants completed a 1-hour standardised videotaped data elicitation protocol. These sessions were transcribed and tagged automatically for part of speech. One component of the larger protocol was the telling of the Cinderella story. For these narratives we compared lexical diversity across the groups and computed the top 10 nouns and verbs across both groups. We then examined the profiles for two participants in greater detail.
CONCLUSIONS: Using these tools we showed that, in a story-retelling task, aphasic speakers had a marked reduction in lexical diversity and a greater use of light verbs. For example, aphasic speakers often substituted "girl" for "stepsister" and "go" for "disappear". These findings illustrate how it is possible to use TalkBank tools to analyse AphasiaBank data.

Entities:  

Keywords:  Computer analysis; Lexicon; Narrative

Year:  2010        PMID: 25067870      PMCID: PMC4110243          DOI: 10.1080/02687030903452632

Source DB:  PubMed          Journal:  Aphasiology        ISSN: 0268-7038            Impact factor:   2.773


  5 in total

1.  Quantitative analysis of aphasic sentence production: further development and new data.

Authors:  E Rochon; E M Saffran; R S Berndt; M F Schwartz
Journal:  Brain Lang       Date:  2000-05       Impact factor: 2.381

2.  Automatic disambiguation of morphosyntax in spoken language corpora.

Authors:  C Parisse; M T Le Normand
Journal:  Behav Res Methods Instrum Comput       Date:  2000-08

3.  Verb inflections in agrammatic aphasia: Encoding of tense features.

Authors:  Yasmeen Faroqi-Shah; Cynthia K Thompson
Journal:  J Mem Lang       Date:  2007       Impact factor: 3.059

4.  Measuring the lexical semantics of picture description in aphasia.

Authors:  Jean K Gordon
Journal:  Aphasiology       Date:  2008-01-01       Impact factor: 2.773

5.  Mothers' lexicon of internal state words in speech to children with Down syndrome and to nonhandicapped children at mealtime.

Authors:  E C Tingley; J B Gleason; N Hooshyar
Journal:  J Commun Disord       Date:  1994-06       Impact factor: 2.288

  5 in total
  19 in total

1.  Challenges facing COS development for aphasia.

Authors:  Brian MacWhinney
Journal:  Aphasiology       Date:  2014-07-15       Impact factor: 2.773

Review 2.  Do age-related word retrieval difficulties appear (or disappear) in connected speech?

Authors:  Gitit Kavé; Mira Goral
Journal:  Neuropsychol Dev Cogn B Aging Neuropsychol Cogn       Date:  2016-09-01

3.  Concurrent Validity and Reliability of the Core Lexicon Measure as a Measure of Word Retrieval Ability in Aphasia Narratives.

Authors:  Hana Kim; Heather Harris Wright
Journal:  Am J Speech Lang Pathol       Date:  2019-11-05       Impact factor: 2.408

4.  An Integrative Analysis of Spontaneous Storytelling Discourse in Aphasia: Relationship With Listeners' Rating and Prediction of Severity and Fluency Status of Aphasia.

Authors:  Anthony Pak-Hin Kong; Cherie Wan-Yin Wong
Journal:  Am J Speech Lang Pathol       Date:  2018-11-21       Impact factor: 2.408

5.  AphasiaBank: Methods for Studying Discourse.

Authors:  Brian Macwhinney; Davida Fromm; Margaret Forbes; Audrey Holland
Journal:  Aphasiology       Date:  2011-09-22       Impact factor: 2.773

6.  What do pauses in narrative production reveal about the nature of word retrieval deficits in PPA?

Authors:  Jennifer E Mack; Sarah D Chandler; Aya Meltzer-Asscher; Emily Rogalski; Sandra Weintraub; M-Marsel Mesulam; Cynthia K Thompson
Journal:  Neuropsychologia       Date:  2015-08-20       Impact factor: 3.139

7.  Lexical diversity for adults with and without aphasia across discourse elicitation tasks.

Authors:  Gerasimos Fergadiotis; Heather Harris Wright
Journal:  Aphasiology       Date:  2011-10-24       Impact factor: 2.773

8.  Measuring lexical diversity in narrative discourse of people with aphasia.

Authors:  Gerasimos Fergadiotis; Heather H Wright; Thomas M West
Journal:  Am J Speech Lang Pathol       Date:  2013-05       Impact factor: 2.408

9.  Manual Versus Automated Narrative Analysis of Agrammatic Production Patterns: The Northwestern Narrative Language Analysis and Computerized Language Analysis.

Authors:  Chien-Ju Hsu; Cynthia K Thompson
Journal:  J Speech Lang Hear Res       Date:  2018-02-15       Impact factor: 2.297

10.  Using AphasiaBank for Discourse Assessment.

Authors:  Davida Fromm; Margaret Forbes; Audrey Holland; Brian MacWhinney
Journal:  Semin Speech Lang       Date:  2019-12-23       Impact factor: 1.761

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