Data mining for improving textbooks

SIGKDD Explorations(2012)

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摘要
We present our early explorations into developing a data mining based approach for enhancing the quality of textbooks. We describe a diagnostic tool to algorithmically identify deficient sections in textbooks. We also discuss techniques for algorithmically augmenting textbook sections with links to selective content mined from the Web. Our evaluation, employing widely-used textbooks from India, indicates that developing technological approaches to help improve textbooks holds promise.
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关键词
diagnostic tool,widely-used textbook,selective content,deficient section,technological approach,algorithmically augmenting textbook section,early exploration,data mining,machine learning,information retrieval
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