• DocumentCode
    1962889
  • Title

    Age Effects on Semantic Coherence: Latent Semantic Analysis Applied to Letter Fluency Data

  • Author

    Marklund, Petter ; Sikström, Sverker ; Bååth, Rasmus ; Nilsson, Lars-Goran

  • Author_Institution
    Dept. of Psychol., Stockholm Univ., Stockholm, Sweden
  • fYear
    2009
  • fDate
    11-16 Oct. 2009
  • Firstpage
    73
  • Lastpage
    76
  • Abstract
    We investigated age-related changes in the semantic distance between successively generated words in two letter fluency tasks differing with respect to demands placed on executive control. The semantic distance was measured by Latent Semantic Analysis (LSA). The results show that older people have a larger semantic distance between successively generated items than young people, and that this effect is particularly pronounced in the more demanding fluency task. Taken together, our findings support the idea that elderly have a less distinct semantic network compared to young people while also demonstrating the feasibility of LSA as a powerful tool for delineating multifaceted aspects of semantic organization inherent in behavioural data from language production tasks.
  • Keywords
    cognition; geriatrics; linguistics; psychology; semantic networks; age effect; behavioural data; elderly people; language production tasks; latent semantic analysis; letter fluency data; semantic distance; semantic network; successively generated words; two letter fluency tasks; young people; Aging; Animals; Cognitive science; Information processing; Pattern analysis; Performance analysis; Production; Psychology; Senior citizens; Testing; cognitive aging; latent semantic ananlysis; letter fluency; semantic coherence;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Advances in Semantic Processing, 2009. SEMAPRO '09. Third International Conference on
  • Conference_Location
    Sliema
  • Print_ISBN
    978-1-4244-5044-2
  • Electronic_ISBN
    978-0-7695-3833-4
  • Type

    conf

  • DOI
    10.1109/SEMAPRO.2009.16
  • Filename
    5291533