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{ "pk": 28178, "title": "Humans aren’t enough:Providing access for simulated participants to behavioral experiment software", "subtitle": null, "abstract": "Behavioral studies often warrant the inclusion of computa-tional participants in addition to humans. However, connect-ing computational cognitive or AI frameworks to GUI-basedsoftware developed for human use is extremely difficult. Thisresults in researchers either (1) diving into software code toappend an API for computational participants, (2) developingtwo separate versions of task code – one for human and one forcomputational participants, (3) cherry-picking research tasksthat already include both a GUI and an API, or (4) finding away to publish the research “as is” without the potentially use-ful results from running simulated participants on task. Theseemingly minor nuisance of the API-GUI dichotomy in to-day’s world of software development is, in fact, responsiblefor reduction in scientific progress. This work proposes afunctional-essence approach to software development, and theuse of STAP (Simple Task-Actor Protocol) as a standard UIinteraction language, for overcoming the API-GUI dichotomyand enabling access to the same software for both human andcomputational participants. We envision the adaptation of theproposed methodology to enable selection of off-the-shelf be-havioral tasks, decorative templates, and cognitive/AI frame-works for a more efficient path to research results.", "language": "eng", "license": { "name": "", "short_name": "", "text": null, "url": "" }, "keywords": [ { "word": "behavior research methods; simulations; cognitivemodeling; synthetic users; simulated humans; standards" } ], "section": "Publication-based-Talks", "is_remote": true, "remote_url": "https://escholarship.org/uc/item/97v637sm", "frozenauthors": [ { "first_name": "Vladislav", "middle_name": "D", "last_name": "Veksler", "name_suffix": "", "institution": "DCS copr, US Army Research Laboratory", "department": "" }, { "first_name": "Norbou", "middle_name": "", "last_name": "Buchler", "name_suffix": "", "institution": "US Army Research Laboratory", "department": "" }, { "first_name": "Christina", "middle_name": "", "last_name": "Lebiere", "name_suffix": "", "institution": "Carnegie Mellon", "department": "" }, { "first_name": "Don", "middle_name": "", "last_name": "Morrison", "name_suffix": "", "institution": "Carnegie Mellon", "department": "" } ], "date_submitted": null, "date_accepted": null, "date_published": "2018-01-01T18:00:00Z", "render_galley": null, "galleys": [ { "label": "PDF", "type": "pdf", "path": "https://journalpub.escholarship.org/cognitivesciencesociety/article/28178/galley/17837/download/" } ] }