Living Beyond Data: Toward Sustainable Value Creation
暫譯: 超越數據:邁向可持續價值創造

Ohsawa, Yukio

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商品描述

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

商品描述(中文翻譯)

這本書指出,數據使用者常常面臨獲取決策知識的困難,而其他人則不確定現有數據的實用性。讀者將擺脫這些困境,並能夠超越過去事件的模式,通過創建一個與數據市場互動的過程,來應對充滿新事件的動態現實世界。

我們從計算、通信及其整合的角度,向包括科學和商業分析師、系統管理員以及希望設計知識以進行學習的學習者介紹新的方法。我們展示了解釋目標世界中黑箱 AI 的因果關係的線索,使用者可能會尋求其預測性能。為了獲得可解釋的知識,我們展示了模型驅動和數據驅動方法的整合,分析和感知從網絡或現實世界獲取的數據信號,以及通過將數據市場視覺化為創新場所來連接需求與數據的創意通信。