New Computer Model Teaches Children Meaning of New Words They Encounter, Study Shows

A new study is currently looking, in particular, at how very young children are incorporating different information sources to learn new words through the use of a new computer system.

A ScienceAlert report specified, such sources can be everything from whether or not the kids have seen an object before, which points with whether or not that particular thing has a name they have never heard before, to what they might be talking about with someone when they encounter a new word.

To find out more about how these sources are incorporated, researchers developed a cognitive model, suggesting a social implication method where children use all existing information in front of them to understand the identity of a given object.

According to Massachusetts Institute of Technology developmental psychologist Michael Henry Tessler, one can think of this model as a small computer program.

He added, they input the sensitivity of children to various information, which they measure in separate experiments, and then the program mimics what needs to take place if such "information courses are combined in a rational way."

Science Times - New Computer Model Teaches Children Meaning of New Words They Encounter, Study Shows
A new study is currently looking in particular, at how very young children are incorporating different information sources to learn new words through the use of a new computer system. Bermix Studio on Unsplash

Cognitive Model

The cognitive model spits out forecasts for what needs to take place in hypothetical new circumstances in which these information sources are accessible.

The theoretical system that the study authors developed was informed by past research in philosophy, linguistics, and developmental psychology, like the one published in the National Library of Medicine.

Data were collected as well from tests conducted with 148 children whose ages range between two and five years to analyze their sensitivity to different information sources. Then, the data were plugged into the model.

Having gathered forecasts from their models, the study investigators then conducted real-world experiments with a total of 220 children to find out how they might understand the meaning of words like apple and duck, among others, when relevant objects were put on a tablet screen in front of them.

Link Between Words and Objects

An assortment of cues was provided to children about their links between words and objects, which include a voiceover from a presenter and a combination of labels that they would and would not have already been accustomed to.

In this manner, the authors of the study, "How young children integrate information sources to infer the meaning of words," published in the Nature Human Behaviour journal, could test three sources comprising previous knowledge, hits from the presenter, and the context in a specific conversation.

The model technique lined up very closely with the final experiments' results, proposing that these three sources of information are sued by children in predictable and measurable manners as they build up their vocabulary.

Tessler explained, the virtue of computational modeling is that a range of substitute hypotheses, substitute models, with different internal wiring to test if other theories would make equally good or even better forecasts.

According to a similar Tech and Science Post report, the findings presented in this research suggest that numerous substitute hypotheses can be discounted, that some information sources are ignored, for instance, or that the other way sources are processed changes as kids get older.

What this study offers is a mathematical perspective for deciphering how language learning occurs in children, although it is still early for such an approach. More research, the research team said, is needed with larger groups of children to help develop the notion.

Related information about learning new words for children is shown on 21st Century Teacher's YouTube video below:

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