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Toddlers May Learn Language By Data Mining

Ponca City, We Love You writes "Toddlers' brains can effortlessly do what the most powerful computers with the most sophisticated software cannot: learn language simply by hearing it used. A ground-breaking new theory postulates that young children are able to learn large groups of words rapidly by data-mining. Researchers Linda Smith and Chen Yu attempted to teach 28 children, 12 to 14 months old, six words by showing them two objects at a time on a computer monitor while two pre-recorded words were read to them. No information was given regarding which word went with which image. After viewing various combinations of words and images, however, the children were surprisingly successful at figuring out which word went with which picture. Yu and Smith say it's possible that the more words tots hear, and the more information available for any individual word, the better their brains can begin simultaneously ruling out and putting together word-object pairings, thus learning what's what. Yu says if they can identify key factors involved in this form of learning and how it can be manipulated, they might be able to make learning languages easier for children and adults. Understanding children's learning mechanisms could also further machine learning."

5 of 213 comments (clear)

  1. Re:Interesting, but... by linest · · Score: 5, Interesting

    What they've done is taken the same old thing that wasn't clearly understood and put the label "data mining" on it. Now that it's been labeled, some will feel like we've got a better handle on it than we did before.

  2. Multiple languages by Max+Romantschuk · · Score: 5, Interesting

    I'm a parent in a bilingual family. (Finnish & Swedish, two fundamentally different languages.) One of the more interesting things is the way my kids pick up grammar. I speak Swedish to the kids (my first language) and my wife speaks Finnish. The kids (even our younger one and a half year olds) understand both languages more or less perfectly, but they do tend to mess up grammar and sometimes words between them. Every now and then they use the grammar of one language to conjugate a word from the other. It's all pretty interesting.

    But I personally believe that the human brain does a hell of a lot more data mining than we give it credit for. There's a damn good reason why things seem clearer after a good night's sleep. The human brain is designed for massively parallel information processing, and we can't possibly handle it all in a conscious processing context. A lot happens behind the scenes. I'm guessing it's going to be quite some time still until we can fully understand the "inner workings" of the human brain.

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    .: Max Romantschuk :: http://max.romantschuk.fi/
  3. Rosetta Stone by KermodeBear · · Score: 5, Interesting

    This is how the Rosetta Stone software works, if anyone was ever curious. Several pictures are shown with a phrase in the foreign language - no translation at all. You have to pick the right one. It goes through permutations of the phrase with different pictures and you eventually learn what each of the words means. It's very effective, much better than the rote memorization that I had to do in school.

    --
    Love sees no species.
  4. Re:Interesting, but... by rucs_hack · · Score: 5, Interesting

    When a baby manages to put together something simple like ma-ma or da-da, suddenly there's happy parents all jumping up and down with excitement.

    Actually, the first sound (aside from crying) that a baby is capable of forming is the sound 'ma', and subsequently 'ma-ma'. Unfortunately, all those mothers who believe their child is referring to them are mistaken, although the term rapidly becomes associated with mother anyway, so it gets to be true after a while.

    It should be obvious really, how else would every child ever born (that could vocalise) select the same sound?

    I'm less sure about da-da. I know 'da' is another sound that a child can form earlier, but that's all.

  5. Re:Interesting, but... by gujo-odori · · Score: 5, Interesting

    I give a little more weight to the "ma ma" = "baby is talking to mom" than that. The reason why is my first daughter's first word as an infant was the Vietnamese world for "dad" ( b). She didn't start using the word for "mother" (m ) until much later. Coincidence? Possibly, but she had the tone correct as well, not just the consonant+vowel sound, which is a stronger argument for actual speech rather than coincidence. Additionally, she would say it only when she saw me, not at other times.