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{ "pk": 32825, "title": "Extending a Model of Human Plausible Reasoning", "subtitle": null, "abstract": "When one looks at transcripts of people answering questions or carrying on dialogues about everyday matters, their comments are filled with plausible inferences -- inferences that are not certain, but that make sense. Often, in forming these inferences, generalizations are made that are equally uncertain, but are nevertheless useful as a guide to their reasoning. This paper describes some extensions to our earlier description of a core theory of plausible reasoning (Collins and Michalski, 1989), based in large part on a recent protocol study. The primary focus is on the inductive inference patterns people use to form plausible generalizations, weakly held beliefs based on few examples. W e also show how the model was extended to deal with plausible inferences involving continuous quantities and inequalities.", "language": "eng", "license": { "name": "", "short_name": "", "text": null, "url": "" }, "keywords": [], "section": "Paper Presentations -- Reasoning and Mental Models", "is_remote": true, "remote_url": "https://escholarship.org/uc/item/43w4t7vg", "frozenauthors": [ { "first_name": "Mark", "middle_name": "H.", "last_name": "Burstein", "name_suffix": "", "institution": "Bolt Beranek and Newman Inc.", "department": "" }, { "first_name": "Allan", "middle_name": "M.", "last_name": "Collins", "name_suffix": "", "institution": "Bolt Beranek and Newman Inc.", "department": "" } ], "date_submitted": null, "date_accepted": null, "date_published": "1991-01-01T18:00:00Z", "render_galley": null, "galleys": [ { "label": "PDF", "type": "pdf", "path": "https://journalpub.escholarship.org/cognitivesciencesociety/article/32825/galley/23885/download/" } ] }