Article Instance

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{
    "pk": 26434,
    "title": "From Words to Behaviour via Semantic Networks",
    "subtitle": null,
    "abstract": "The contents and structure of semantic networks have\nbeen the focus of much recent research, with major\nadvances in the development of distributional models. In\nparallel, connectionist modeling has extended our\nknowledge of the processes engaged in semantic\nactivation. However, these two lines of investigation have\nrarely brought together. Here, starting from a standard\ntextual model of semantics, we allow activation to spread\nthroughout its associated semantic network, as dictated by\nthe patterns of semantic similarity between words. We\nfind that the activation profile of the network, measured\nat various time points, can successfully account for\nresponse times in the lexical decision task, as well as for\nsubjective concreteness and imageability ratings.",
    "language": "eng",
    "license": {
        "name": "",
        "short_name": "",
        "text": null,
        "url": ""
    },
    "keywords": [
        {
            "word": "computational modelling; semantic networks; text\ncorpora; lexical decision; concreteness; imageability"
        }
    ],
    "section": "Papers",
    "is_remote": true,
    "remote_url": "https://escholarship.org/uc/item/3pk6z7xb",
    "frozenauthors": [
        {
            "first_name": "Armand",
            "middle_name": "",
            "last_name": "Rotaru",
            "name_suffix": "",
            "institution": "University College London",
            "department": ""
        },
        {
            "first_name": "Gabriella",
            "middle_name": "",
            "last_name": "Vigliocco",
            "name_suffix": "",
            "institution": "University College London",
            "department": ""
        },
        {
            "first_name": "Stefan",
            "middle_name": "",
            "last_name": "Frank",
            "name_suffix": "",
            "institution": "Radboud University",
            "department": ""
        }
    ],
    "date_submitted": null,
    "date_accepted": null,
    "date_published": "2016-01-01T18:00:00Z",
    "render_galley": null,
    "galleys": [
        {
            "label": "PDF",
            "type": "pdf",
            "path": "https://journalpub.escholarship.org/cognitivesciencesociety/article/26434/galley/16070/download/"
        }
    ]
}