{"product_id":"multi-dimensional-summarization-in-cyber-physical-society-9780128034552","title":"Multi-Dimensional Summarization in Cyber-Physical Society","description":"\u003cp\u003e • Author(s): Hai Zhuge\u003cbr\u003e • Publisher: Elsevier\u003cbr\u003e • Publisher Imprint: Elsevier\u003cbr\u003e • BISAC: Artificial Intelligence - Expert Systems\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\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","brand":"Elsevier","offers":[{"title":"Paperback","offer_id":45309907239063,"sku":"9780128034552","price":2249.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9780128034552.webp?v=1769286512","url":"https:\/\/atlanticbooks.com\/products\/multi-dimensional-summarization-in-cyber-physical-society-9780128034552","provider":"Atlantic Books","version":"1.0","type":"link"}