{"product_id":"accelerating-discovery-mining-unstructured-information-for-hypothesis-generation-9781482239133","title":"Accelerating Discovery: Mining Unstructured Information for Hypothesis Generation","description":"\u003cp\u003e • Author(s): Scott Spangler\u003cbr\u003e • Publisher: Taylor \u0026amp; Francis\u003cbr\u003e • Publisher Imprint: CRC Press\u003cbr\u003e • BISAC: Statistics\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cem\u003eUnstructured Mining Approaches to Solve Complex Scientific Problems\u003c\/em\u003e\u003c\/p\u003e\u003cp\u003eAs the volume of scientific data and literature increases exponentially, scientists need more powerful tools and methods to process and synthesize information and to formulate new hypotheses that are most likely to be both true and important. \u003cstrong\u003eAccelerating Discovery: Mining Unstructured Information for Hypothesis Generation\u003c\/strong\u003e describes a novel approach to scientific research that uses unstructured data analysis as a generative tool for new hypotheses.\u003c\/p\u003e\u003cp\u003eThe author develops a systematic process for leveraging heterogeneous structured and unstructured data sources, data mining, and computational architectures to make the discovery process faster and more effective. This process accelerates human creativity by allowing scientists and inventors to more readily analyze and comprehend the space of possibilities, compare alternatives, and discover entirely new approaches.\u003c\/p\u003e\u003cp\u003eEncompassing systematic and practical perspectives, the book provides the necessary motivation and strategies as well as a heterogeneous set of comprehensive, illustrative examples. It reveals the importance of heterogeneous data analytics in aiding scientific discoveries and furthers data science as a discipline.\u003c\/p\u003e","brand":"Taylor \u0026 Francis","offers":[{"title":"Hardcover","offer_id":45237213364375,"sku":"9781482239133","price":8798.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9781482239133.webp?v=1769215926","url":"https:\/\/atlanticbooks.com\/products\/accelerating-discovery-mining-unstructured-information-for-hypothesis-generation-9781482239133","provider":"Atlantic Books","version":"1.0","type":"link"}