Information Visualization in Data Mining and Knowledge Discovery

Information Visualization in Data Mining and Knowledge Discovery

Usama Fayyad , Georges Grinstein , Andreas Wierse
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Sep 3, 2001 · 英語 · ハードカバー (407 ページ)
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本の詳細

形式 ハードカバー
ページ数 407
言語 英語
公開されました Sep 3, 2001
出版社 Morgan Kaufmann
First Edition
ISBN-10 1558606890
ISBN-13 9781558606890

説明

In a world increasingly dominated by data, the ability to visualize information becomes paramount for effective decision-making. This book presents a compelling exploration of the intersection between information visualization and data mining. The authors, recognized experts in their fields, delve into the limitations of traditional data mining techniques, which often overlook the nuances of human reasoning and intuition.

The narrative emphasizes the importance of integrating human insight into data analysis processes. By showcasing various visualization techniques and tools, the book illustrates how they can enhance understanding and interpretation of complex datasets. It aims to bridge the gap between mere data observation and actionable knowledge, revealing the power of visual representation in uncovering hidden patterns.

Through real-world examples and case studies, the authors effectively demonstrate the transformative impact of visualization in the realms of data mining and knowledge discovery. Readers are invited to rethink their approach to data, seeing it not just as numbers but as stories waiting to be told through thoughtful visualization.

Ultimately, this book serves as a guide for practitioners and researchers alike, encouraging a deeper engagement with data through visual means. By fostering a symbiotic relationship between technology and human insight, it aims to empower its readers to make more informed decisions in the age of information overload.

ジャンル

科学&技術

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