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{ "pk": 31726, "title": "Making Mathematical Connections Through Natural Language: A Computer Model of Text Comprehension in Arithmetic Word Problem Understanding", "subtitle": null, "abstract": "Understiinding arithmetic word problems involves a\ncomplex interaction of text comprehension jmd\nmathematicjd processes. This work presents a com-\nputer model of the hypothesized processes that are\nrequired of a young student solving arithmetic word\nproblems, including the processes of sentence-level\nreading and text integration. Unlike previous com-\nputer simuLitions of word problem solving, which\nneglect the early stages of text processing, this model\nforces a detailed consideration of the linguistic pro-\ncess, which is being increasingly recognized as a pri-\nmary source of difficulty. Experiments were con-\nducted to isolate critical text comprehension processes.\nChildren's probability of solution was jinalyzed in\nregression jinalyses as a function of the model's text\ncomprehension processes. A variable measuring the\ncombined effects of the load on working m e m o r y and\ntext integration inferences accounted for a significant\nrunount of variance across four grade levels (K-3).\nThe results suggest n e w process-oriented measures of\ndetermining w h y a particular word problem m a y be\ndifficult, especially for young students. A n implica-\ntion for education is the potential for a difficulty-\ndifferentiated network of problems that includes a\nmultiple number of rewordings for each \"traditionjU\"\nproblem wording as an iiid for classroom assessment\nand future computer-based learning environments.", "language": "eng", "license": { "name": "", "short_name": "", "text": null, "url": "" }, "keywords": [], "section": "Submitted Presentations", "is_remote": true, "remote_url": "https://escholarship.org/uc/item/3j78j8bs", "frozenauthors": [ { "first_name": "Mark", "middle_name": "D.", "last_name": "LeBlanc", "name_suffix": "", "institution": "University of New Hampshire", "department": "" }, { "first_name": "Sylvia", "middle_name": "", "last_name": "Weber-Russell", "name_suffix": "", "institution": "University of New Hampshire", "department": "" } ], "date_submitted": null, "date_accepted": null, "date_published": "1993-01-01T18:00:00Z", "render_galley": null, "galleys": [ { "label": "PDF", "type": "pdf", "path": "https://journalpub.escholarship.org/cognitivesciencesociety/article/31726/galley/22794/download/" } ] }