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{ "pk": 30878, "title": "Evaluating and Debugging Analogically Acquired Models", "subtitle": null, "abstract": "We describe elements of a cognitive theory of analogical reasoning. The theory was developed using protocol data and has been implemented as a computer model. In order to constrain the theory, it has been developed within a problem-solving context, reflecting the purpose of analogical reasoning. This has allowed us to develop: A purpose-constrained mapping process which makes learning and debugging more tractable; An evaluation process that actively searches for bugs; And a debugging process that maintains functional aspects of base models, while adding target-appropriate causal explanations. The active, knowledge-based elements of our theory are characteristic of mechanisms needed to model complex problem-solving.", "language": "eng", "license": { "name": "", "short_name": "", "text": null, "url": "" }, "keywords": [], "section": "Paper Presentations -- Group 1: Reasoning", "is_remote": true, "remote_url": "https://escholarship.org/uc/item/2577v3g8", "frozenauthors": [ { "first_name": "Beth", "middle_name": "", "last_name": "Adelson", "name_suffix": "", "institution": "Tufts University", "department": "" } ], "date_submitted": null, "date_accepted": null, "date_published": "1990-01-01T18:00:00Z", "render_galley": null, "galleys": [ { "label": "PDF", "type": "pdf", "path": "https://journalpub.escholarship.org/cognitivesciencesociety/article/30878/galley/20727/download/" } ] }