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Living beyond data = toward sustaina...

Ohsawa, Yukio.

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Living beyond data = toward sustainable value creation /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Living beyond data/ edited by Yukio Ohsawa.
Reminder of title:	toward sustainable value creation /
other author:	Ohsawa, Yukio.
Published:	Cham :Springer International Publishing : : 2023.,
Description:	xx, 281 p. :ill., digital ;24 cm.
[NT 15003449]:	Living beyond data with Feature Concepts -- Innovation for the Real-World through Knowing Why -- Why Abductive Cognition Goes Beyond Just Learning from Data.
Contained By:	Springer Nature eBook
Subject:	Artificial intelligence. -
Online resource:	https://doi.org/10.1007/978-3-031-11593-6
ISBN:	9783031115936

Living beyond data = toward sustainable value creation /
Living beyond datatoward sustainable value creation /[electronic resource] :edited by Yukio Ohsawa. - Cham :Springer International Publishing :2023. - xx, 281 p. :ill., digital ;24 cm. - Intelligent systems reference library,v. 2301868-4408 ;. - Intelligent systems reference library ;v. 230..

Living beyond data with Feature Concepts -- Innovation for the Real-World through Knowing Why -- Why Abductive Cognition Goes Beyond Just Learning from Data.

This book states that data users often suffer from the difficulty of acquiring knowledge for decision-making, and others are unsure how existing data are useful. The reader will be released from these dilemmas and enabled to act beyond patterns in past events by creating a process to interact with the data market and the dynamic real-world rich in new events. We present new approaches from the aspects of computation, communication, and their integration, to readers including analysts in sciences and businesses, systems managers, and learners desiring to design knowledge to learn. We show clues to explaining causalities in the target world of a black-box AI of which users may seek a predictive performance. For obtaining interpretable knowledge, we show the integration of model- and data-driven approaches, the analysis and perception of signals from data acquired in the cyber or the real word, and creative communication which connects demands to data by visualizing the data market as a place for innovations.

ISBN: 9783031115936

Standard No.: 10.1007/978-3-031-11593-6doiSubjects--Topical Terms:

516317
Artificial intelligence.

LC Class. No.: Q335

Dewey Class. No.: 006.3

Living beyond data = toward sustainable value creation /
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505 0 $a Living beyond data with Feature Concepts -- Innovation for the Real-World through Knowing Why -- Why Abductive Cognition Goes Beyond Just Learning from Data.
520 $a This book states that data users often suffer from the difficulty of acquiring knowledge for decision-making, and others are unsure how existing data are useful. The reader will be released from these dilemmas and enabled to act beyond patterns in past events by creating a process to interact with the data market and the dynamic real-world rich in new events. We present new approaches from the aspects of computation, communication, and their integration, to readers including analysts in sciences and businesses, systems managers, and learners desiring to design knowledge to learn. We show clues to explaining causalities in the target world of a black-box AI of which users may seek a predictive performance. For obtaining interpretable knowledge, we show the integration of model- and data-driven approaches, the analysis and perception of signals from data acquired in the cyber or the real word, and creative communication which connects demands to data by visualizing the data market as a place for innovations.
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700 1 $a Ohsawa, Yukio. $3 3448589
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950 $a Intelligent Technologies and Robotics (SpringerNature-42732)