Article Instance

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{
    "pk": 24206,
    "title": "Information foraging in human-ChatGPT interactions: factors of computational thinking dissociate exploration and exploitation",
    "subtitle": null,
    "abstract": "LLMs can interact as though they understand language, yet they remain algorithms and can be used as such. This study explores a novel guided interaction design for modeling users' information foraging behavior when navigating GPT-generated content and the role of Computational Thinking skills in shaping such behavior. Conducted with nine educational researchers in a doctoral-level AIEd course, our research used editable prompt templates and keywords to structure the prompt crafting process. We modeled and analyzed participants' behaviors in terms of \\textit{exploration} (to generate and explore various information landscapes) and \\textit{exploitation} (to delve deeper in a specific landscape). Our data, including responses from the Computational Thinking Scale, suggests that Algorithmic Thinking and Creativity might encourage exploitation behavior, leaning more on AI-generated information rather than pre-defined design elements.",
    "language": "eng",
    "license": {
        "name": "",
        "short_name": "",
        "text": null,
        "url": ""
    },
    "keywords": [
        {
            "word": "Psychology; Behavioral Science; Decision making; Human-computer interaction; Interactive behavior"
        }
    ],
    "section": "Papers with Poster Presentation",
    "is_remote": true,
    "remote_url": "https://escholarship.org/uc/item/1d83386g",
    "frozenauthors": [
        {
            "first_name": "Pablo",
            "middle_name": "",
            "last_name": "Flores",
            "name_suffix": "",
            "institution": "University of Helsinki",
            "department": ""
        },
        {
            "first_name": "Benjamin",
            "middle_name": "",
            "last_name": "Cowley",
            "name_suffix": "",
            "institution": "University of Helsinki",
            "department": ""
        },
        {
            "first_name": "Guang",
            "middle_name": "",
            "last_name": "Rong",
            "name_suffix": "",
            "institution": "University of Helsinki",
            "department": ""
        }
    ],
    "date_submitted": null,
    "date_accepted": null,
    "date_published": "2024-01-01T18:00:00Z",
    "render_galley": null,
    "galleys": [
        {
            "label": "PDF",
            "type": "pdf",
            "path": "https://journalpub.escholarship.org/cognitivesciencesociety/article/24206/galley/13802/download/"
        },
        {
            "label": "PDF",
            "type": "pdf",
            "path": "https://journalpub.escholarship.org/cognitivesciencesociety/article/24206/galley/21285/download/"
        }
    ]
}