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Concept information

information entity > algorithm > latent semantic analysis

Preferred term

latent semantic analysis  

Definition

  • Statistical method that identifies semantic components underlying words. It is based on the idea that words in a corpus of texts that co-occur in the same contexts have similar meanings.

Broader concept

Related concepts

Entry terms

  • latent semantic indexing
  • LSA

Belongs to group

Bibliographic citation(s)

  • • Bellissens, C., Thérouanne, P., & Denhière, G. (2004). Deux modèles vectoriels de la mémoire sémantique: Description, théorie et perspectives. Le Langage et l’homme, 39(2), 101–121.

    [Study type: literature review / Access: closed]
  • • Jhean-Larose, S., & Denhière, G. (2019). Mémoire et langage : Apports de l’« Analyse de la Sémantique Latente » à l’étude du développement. Enfance, N° 3(3), 395‑411.

    [Study type: literature review / Access: closed]
  • • Landauer, T. K., & Dumais, S. T. (1997). A solution to Plato’s problem: The latent semantic analysis theory of acquisition, induction, and representation of knowledge. Psychological review, 104(2), 211–240. https://doi.org/10.1037/0033-295X.104.2.211

    [Study type: empirical study / Access: closed]
  • • Landauer, T. K., Foltz, P. W., & Laham, D. (1998). An introduction to latent semantic analysis. Discourse processes, 25(2-3), 259–284.

    [Study type: literature review / Access: closed]
  • • Lemaire, B., & Dessus, P. (2003). Modèles cognitifs issus de l’Analyse de la sémantique latente. Cahiers Romans de sciences cognitives, 1(1), 55–74.

    [Study type: literature review / Access: closed]

Creator

  • Frank Arnould

In other languages

URI

http://data.loterre.fr/ark:/67375/P66-K412CML4-3

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