{"product_id":"9780128034644","title":"Multi-Dimensional Summarization in Cyber-Physical Society","description":"\u003cp\u003eText summarization has been studied for over a half century, but traditional methods process texts empirically and neglect the fundamental characteristics and principles of language use and understanding. Automatic summarization is a desirable technique for processing big data. This reference summarizes previous text summarization approaches in a multi-dimensional category space, introduces a multi-dimensional methodology for research and development, unveils the basic characteristics and principles of language use and understanding, investigates some fundamental mechanisms of summarization, studies dimensions on representations, and proposes a multi-dimensional evaluation mechanism. Investigation extends to incorporating pictures into summary and to the summarization of videos, graphs and pictures, and converges to a general summarization method. Further, some basic behaviors of summarization are studied in the complex cyber-physical-social space. Finally, a creative summarization mechanism is proposed as an effort toward the creative summarization of things, which is an open process of interactions among physical objects, data, people, and systems in cyber-physical-social space through a multi-dimensional lens of semantic computing. The author’s insights can inspire research and development of many computing areas.\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eThe first book that proposes the method for the summarization of things in cyber-physical society through a multi-dimensional lens of semantic computing.\u003c\/li\u003e\n\u003cli\u003eA transformation from the traditional application-driven research paradigm into a data-driven research paradigm for creative summarization through information modeling, cognitive modeling and knowledge modeling.\u003c\/li\u003e\n\u003cli\u003eA multi-dimensional methodology for studying, managing, creating and applying methods. \u003c\/li\u003e\n\u003c\/ul\u003e","brand":"Elsevier Science","offers":[{"title":"Default Title","offer_id":47119391686896,"sku":"9780128034644","price":33.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0737\/7593\/9824\/files\/9780128034644_p0.jpg?v=1763639759","url":"https:\/\/shop-qa.barnesandnoble.com\/products\/9780128034644","provider":"Barnes \u0026 Noble (DEV)","version":"1.0","type":"link"}