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
Link To Document