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
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;
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
DOI :
10.1109/SEMAPRO.2009.16