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Gepubliceerd in: Journal of Autism and Developmental Disorders 2/2022

25-03-2021 | Original Paper

Social Inferences in Agenesis of the Corpus Callosum and Autism: Semantic Analysis and Topic Modeling

Auteurs: Tiffany Renteria-Vazquez, Warren S. Brown, Christine Kang, Mark Graves, Fulvia Castelli, Lynn K. Paul

Gepubliceerd in: Journal of Autism and Developmental Disorders | Uitgave 2/2022

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Abstract

Impoverished capacity for social inference is one of several symptoms that are common to both agenesis of the corpus callosum (AgCC) and Autism Spectrum Disorder (ASD). This research compared the ability of 14 adults with AgCC, 13 high-functioning adults with ASD and 14 neurotypical controls to accurately attribute social meaning to the interactions of animated triangles. Descriptions of the animations were analyzed in three ways: subjective ratings, Linguistic Inquiry and Word Count, and topic modeling (Latent Dirichlet Allocation). Although subjective ratings indicated that all groups made similar inferences from the animations, the index of perplexity (atypicality of topic) generated from topic modeling revealed that inferences from individuals with AgCC or ASD displayed significantly less social imagination than those of controls.
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Literatuur
go back to reference AlSumait, L., Barbará, D., & Domeniconi, C. (2008). On-line LDA: Adaptive topic models for mining text streams with applications to topic detection and tracking. In Proceedings—IEEE International Conference on Data Mining, ICDM (pp. 3–12). shttps://doi.org/10.1109/ICDM.2008.140. AlSumait, L., Barbará, D., & Domeniconi, C. (2008). On-line LDA: Adaptive topic models for mining text streams with applications to topic detection and tracking. In Proceedings—IEEE International Conference on Data Mining, ICDM (pp. 3–12). shttps://​doi.​org/​10.​1109/​ICDM.​2008.​140.
go back to reference American Psychiatric Association. (2013). Diagnostic and statistical manual of mental disorders: DSM-5 (5th ed.). American Psychiatric Association. American Psychiatric Association. (2013). Diagnostic and statistical manual of mental disorders: DSM-5 (5th ed.). American Psychiatric Association.
go back to reference Craig, J., & Baron-Cohen, S. (2000). Story-telling ability in children with autism or Asperger Syndrome: A window into the imagination. Israel Journal of Psychiatry and Related Sciences, 37(1), 64–70. Craig, J., & Baron-Cohen, S. (2000). Story-telling ability in children with autism or Asperger Syndrome: A window into the imagination. Israel Journal of Psychiatry and Related Sciences, 37(1), 64–70.
go back to reference Craig, J., Baron-Cohen, S., & Scott, F. (2001). Drawing ability in autism: A window into the imagination. Israel Journal of Psychiatry and Related Sciences, 38(3–4), 242–253. Craig, J., Baron-Cohen, S., & Scott, F. (2001). Drawing ability in autism: A window into the imagination. Israel Journal of Psychiatry and Related Sciences, 38(3–4), 242–253.
go back to reference Critchley, H. D., Daly, E. M., Bullmore, E. T., Williams, S. C. R., Van Amelsvoort, T., Robertson, D. M., Rowe, A., Phillips, M., McAlonan, G., Howlin, P., & Murphy, D. G. (2000). The functional neuroanatomy of social behaviour: Changes in cerebral blood flow when people with autistic disorder process facial expressions. Brain: A Journal of Neurology, 123(11), 2203–2212. https://doi.org/10.1093/brain/123.11.2203CrossRef Critchley, H. D., Daly, E. M., Bullmore, E. T., Williams, S. C. R., Van Amelsvoort, T., Robertson, D. M., Rowe, A., Phillips, M., McAlonan, G., Howlin, P., & Murphy, D. G. (2000). The functional neuroanatomy of social behaviour: Changes in cerebral blood flow when people with autistic disorder process facial expressions. Brain: A Journal of Neurology, 123(11), 2203–2212. https://​doi.​org/​10.​1093/​brain/​123.​11.​2203CrossRef
go back to reference Francis M. E., & Pennebaker J. W. (1993). LIWC: Linguistic Inquiry and Word Count. Southern Methodist University. Francis M. E., & Pennebaker J. W. (1993). LIWC: Linguistic Inquiry and Word Count. Southern Methodist University.
go back to reference Garrels, S. R. (2004). Divergent thinking and abstract problem solving in children and adults with agenesis of the corpus callosum. Doctoral Dissertation. Retrieved from Proquest Dissertations and Theses database. Order number 3124710. Garrels, S. R. (2004). Divergent thinking and abstract problem solving in children and adults with agenesis of the corpus callosum. Doctoral Dissertation. Retrieved from Proquest Dissertations and Theses database. Order number 3124710.
go back to reference Griffiths, T. L., & Steyvers, M. (2004). Finding scientific topics. Proceedings of the National Academy of Science of USA, 101(Supplement 1), 5228–5234.CrossRef Griffiths, T. L., & Steyvers, M. (2004). Finding scientific topics. Proceedings of the National Academy of Science of USA, 101(Supplement 1), 5228–5234.CrossRef
go back to reference Heerey, E. A., Keltner, D., & Capps, L. M. (2003). Making sense of self-conscious emotion: Linking theory of mind and emotion in children with autism. Emotion, 3(4), 394–400.CrossRef Heerey, E. A., Keltner, D., & Capps, L. M. (2003). Making sense of self-conscious emotion: Linking theory of mind and emotion in children with autism. Emotion, 3(4), 394–400.CrossRef
go back to reference Hobson, R. (1993). Autism and the development of mind. L. Erlbaum Associates. Hobson, R. (1993). Autism and the development of mind. L. Erlbaum Associates.
go back to reference Kang, C. H. (2008). Mental state attribution in agenesis of the corpus callosum versus high functioning autism. Doctoral Dissertation. Available from ProQuest Dissertations and Theses database 304412195. Kang, C. H. (2008). Mental state attribution in agenesis of the corpus callosum versus high functioning autism. Doctoral Dissertation. Available from ProQuest Dissertations and Theses database 304412195.
go back to reference Klin, A. (2000). Attributing social meaning to ambiguous visual stimuli in high-functioning autism and Asperger syndrome: The Social Attribution Task. Journal of Child Psychology and Psychiatry, 41, 831–846.CrossRef Klin, A. (2000). Attributing social meaning to ambiguous visual stimuli in high-functioning autism and Asperger syndrome: The Social Attribution Task. Journal of Child Psychology and Psychiatry, 41, 831–846.CrossRef
go back to reference Lau, J. H., Grieser, K., Newman, D., & Baldwin, T. (2010). Automatic Evaluation of Topic Coherence. Paper presented at the meeting Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association Computational Linguistics. Los Angeles, CA. Lau, J. H., Grieser, K., Newman, D., & Baldwin, T. (2010). Automatic Evaluation of Topic Coherence. Paper presented at the meeting Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association Computational Linguistics. Los Angeles, CA.
go back to reference Lord, C., Leventhal, B. L., & Cook, E. H., Jr. (2001). Quantifying the phenotype in autism spectrum disorders. American Journal of Medical Genetics, 105(1), 36–38.CrossRef Lord, C., Leventhal, B. L., & Cook, E. H., Jr. (2001). Quantifying the phenotype in autism spectrum disorders. American Journal of Medical Genetics, 105(1), 36–38.CrossRef
go back to reference Paul, L. K., Brown, W. S., Adolphs, R., Tyszka, J. M., Richards, L. J., Mukherjee, P., & Sherr, E. H. (2007). Agenesis of the corpus callosum: Genetic, developmental and functional aspects of connectivity. Nature Reviews: Neuroscience, 8(4), 287–299. https://doi.org/10.1038/nm2017CrossRefPubMed Paul, L. K., Brown, W. S., Adolphs, R., Tyszka, J. M., Richards, L. J., Mukherjee, P., & Sherr, E. H. (2007). Agenesis of the corpus callosum: Genetic, developmental and functional aspects of connectivity. Nature Reviews: Neuroscience, 8(4), 287–299. https://​doi.​org/​10.​1038/​nm2017CrossRefPubMed
go back to reference Paul, L. K., Erikson, R., Hartman, J., & Brown, W. S. (2016). Memory functioning in individuals with agenesis of the corpus callosum. Neuropsychologia, 86, 183–192.CrossRef Paul, L. K., Erikson, R., Hartman, J., & Brown, W. S. (2016). Memory functioning in individuals with agenesis of the corpus callosum. Neuropsychologia, 86, 183–192.CrossRef
go back to reference Pennebaker, J. W., Boyd, R. L., Jordan, K., & Blackburn, K. (2015). The development and psychometric properties of LIWC2015. University of Texas at Austin. Pennebaker, J. W., Boyd, R. L., Jordan, K., & Blackburn, K. (2015). The development and psychometric properties of LIWC2015. University of Texas at Austin.
go back to reference Pennebaker, J. W., Francis, M. E., & Booth, R. J. (2001). Linguistic Inquiry and Word Count (LIWC): LIWC2001. Lawrence Erlbaum Associates. Pennebaker, J. W., Francis, M. E., & Booth, R. J. (2001). Linguistic Inquiry and Word Count (LIWC): LIWC2001. Lawrence Erlbaum Associates.
go back to reference Thiébaut, F., White, S., Walsh, A., Klargaard, S., Wu, H. C., Rees, G., & Burgess, P. (2016). Does faux pas detention in adult autism reflect differences in social cognition or decision-making abilities? Journal of Autism and Developmental Disorder, 46(1), 103–112. https://doi.org/10.1007/s10803-015-2551-1CrossRef Thiébaut, F., White, S., Walsh, A., Klargaard, S., Wu, H. C., Rees, G., & Burgess, P. (2016). Does faux pas detention in adult autism reflect differences in social cognition or decision-making abilities? Journal of Autism and Developmental Disorder, 46(1), 103–112. https://​doi.​org/​10.​1007/​s10803-015-2551-1CrossRef
go back to reference Wechsler, D. (1997). WAIS-III: Wechsler Adult Intelligence Scale (3rd ed.). The Psychological Corporation. Wechsler, D. (1997). WAIS-III: Wechsler Adult Intelligence Scale (3rd ed.). The Psychological Corporation.
go back to reference Wechsler, D. (1999). Wechsler Abbreviated Scale of Intelligence. The Psychological Corporation. Wechsler, D. (1999). Wechsler Abbreviated Scale of Intelligence. The Psychological Corporation.
Metagegevens
Titel
Social Inferences in Agenesis of the Corpus Callosum and Autism: Semantic Analysis and Topic Modeling
Auteurs
Tiffany Renteria-Vazquez
Warren S. Brown
Christine Kang
Mark Graves
Fulvia Castelli
Lynn K. Paul
Publicatiedatum
25-03-2021
Uitgeverij
Springer US
Gepubliceerd in
Journal of Autism and Developmental Disorders / Uitgave 2/2022
Print ISSN: 0162-3257
Elektronisch ISSN: 1573-3432
DOI
https://doi.org/10.1007/s10803-021-04957-2

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