{"product_id":"challenges-in-machine-generation-of-analytic-products-from-multi-source-data-proceedings-of-a-workshop-9780309465731","title":"Challenges in Machine Generation of Analytic Products from Multi-Source Data: Proceedings of a Workshop","description":"\u003cp\u003e • Author(s): National Academies of Sciences Engineeri | Division on Engineering and Physical Sci | Intelligence Community Studies Board\u003cbr\u003e • Publisher: National Academies Press\u003cbr\u003e • Publisher Imprint: National Academies Press\u003cbr\u003e • BISAC: General\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eThe Intelligence Community Studies Board of the National Academies of Sciences, Engineering, and Medicine convened a workshop on August 9-10, 2017 to examine challenges in machine generation of analytic products from multi-source data. Workshop speakers and participants discussed research challenges related to machine-based methods for generating analytic products and for automating the evaluation of these products, with special attention to learning from small data, using multi-source data, adversarial learning, and understanding the human-machine relationship. This publication summarizes the presentations and discussions from the workshop.\u003c\/p\u003e","brand":"National Academies Press","offers":[{"title":"Paperback","offer_id":47574056894615,"sku":"9780309465731","price":4341.0,"currency_code":"INR","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9780309465731.webp?v=1774894504","url":"https:\/\/atlanticbooks.com\/products\/challenges-in-machine-generation-of-analytic-products-from-multi-source-data-proceedings-of-a-workshop-9780309465731","provider":"Atlantic Books","version":"1.0","type":"link"}