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An Investigation of Using Keywords to Solve Word Problems

Sarah R. Powell, Jessica M. Namkung, Xin Lin

2022The Elementary School Journal36 citationsDOI

Abstract

In mathematics, the keyword strategy involves identifying a keyword and using that keyword to determine the operation needed to find a word problem’s solution. We analyzed 747 high-stakes released items across grades 3, 4, 5, 6, 7, and 8. Of these, 57 items did not involve written text. Of the 690 text-based items, we classified 69% as directive word problems and 31% as routineword problems. For all 690 items, we identified any keywords appearing in the text of the word problem. We categorized the 214 routine word problems by schema. We identified keywords within these problems and determined whether a keyword and its implied operation matched the correct problem solution. For single-step routine word problems, we determined that keywords featured within the problem led to a correct problem solution with less than a 50% match rate. For multistep routine word problems, the match rate was less than 10%.

Topics & Concepts

Word (group theory)Computer scienceNatural language processingSchema (genetic algorithms)DirectiveWord problem (mathematics education)Information retrievalArtificial intelligenceLinguisticsArithmeticMathematicsPhilosophyProgramming languageCognitive and developmental aspects of mathematical skillsMathematics Education and Teaching TechniquesReading and Literacy Development