?url_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Adc&rft.title=Incremental+Construction+of+an+Associative+Network+from+a+Corpus&rft.creator=Lemaire%2C+Beno%C3%AEt&rft.creator=Denhi%C3%A8re%2C+Guy&rft.subject=Statistical+Models&rft.subject=Machine+Learning&rft.subject=Psycholinguistics&rft.description=This+paper+presents+a+computational+model+of+the+incremental+construction+of+an+associative+network+from+a+corpus.+It+is+aimed+at+modeling+the+development+of+the+human+semantic+memory.+It+is+not+based+on+a+vector+representation%2C+which+does+not+well+reproduce+the+asymmetrical+property+of+word+similarity%2C+but+rather+on+a+network+representation.+Compared+to+Latent+Semantic+Analysis%2C+it+is+incremental+which+is+cognitively+more+plausible.+It+is+also+an+attempt+to+take+into+account+higher-order+co-occurrences+in+the+construction+of+word+similarities.+This+model+was+compared+to+children+association+norms.+A+good+correlation+as+well+as+a+similar+gradient+of+similarity+were+found.&rft.publisher=Lawrence+Erlbaum+Associates&rft.contributor=Forbus%2C+Kenneth&rft.contributor=Gentner%2C+Dedre&rft.contributor=Regier%2C+Terry&rft.date=2004&rft.type=Conference+Paper&rft.type=PeerReviewed&rft.format=application%2Fpdf&rft.identifier=http%3A%2F%2Fcogprints.org%2F3779%2F1%2Fcogsci04_2.pdf&rft.identifier=++Lemaire%2C+Beno%C3%AEt+and+Denhi%C3%A8re%2C+Guy++(2004)+Incremental+Construction+of+an+Associative+Network+from+a+Corpus.++%5BConference+Paper%5D+++++&rft.relation=http%3A%2F%2Fcogprints.org%2F3779%2F