Data Democracy: At the Nexus of Artificial Intelligence, Software Development, and Knowledge Engineering
暫譯: 數據民主:人工智慧、軟體開發與知識工程的交匯點

Batarseh, Feras A., Yang, Ruixin

  • 出版商: Academic Press
  • 出版日期: 2020-01-13
  • 售價: $5,470
  • 貴賓價: 9.5$5,197
  • 語言: 英文
  • 頁數: 266
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 0128183667
  • ISBN-13: 9780128183663
  • 相關分類: 人工智慧
  • 海外代購書籍(需單獨結帳)

商品描述

This book provides a manifesto to data democracy. After reading the chapters of this book, you are informed and suitably warned You are already part of the data republic, and you (and all of us) need to ensure that our data fall in the right hands. Everything you click, buy, swipe, try, sell, drive, or fly is a data point. But who owns the data? At this point, not you You do not even have access to most of it. The next best empire of our planet is one who owns and controls the world's best dataset. If you consume or create data, if you are a citizen of the data republic (willingly or grudgingly), and if you are interested in making a decision or finding the truth through data-driven analysis, this book is for you. A group of experts, academics, data science researchers, and industry practitioners gathered to write this manifesto about data democracy.

  • - The future of the data republic, life within a data democracy, and our digital freedoms.

    - An in-depth analysis of open science, open data, open source software, and their future challenges.

    - A comprehensive review of data democracy's implications within domains such as: healthcare, space exploration, earth sciences, business, and psychology.

    - The democratization of Artificial Intelligence (AI), and data issues such as: bias, imbalance, context, and knowledge extraction.

    - A systematic review of AI methods applied to software engineering problems.

商品描述(中文翻譯)

這本書提供了一份關於數據民主的宣言。在閱讀本書的各章節後,您將獲得資訊並適當地被警告。您已經成為數據共和國的一部分,而您(以及我們所有人)需要確保我們的數據落入正確的手中。您所點擊、購買、滑動、嘗試、出售、駕駛或飛行的每一個行為都是一個數據點。但誰擁有這些數據呢?目前,並不是您。您甚至無法訪問大部分數據。我們星球上下一個最強大的帝國是擁有和控制世界最佳數據集的實體。如果您消費或創建數據,如果您是數據共和國的公民(無論是自願還是勉強),並且如果您有興趣通過數據驅動的分析來做出決策或尋找真相,那麼這本書就是為您而寫的。一群專家、學者、數據科學研究人員和行業從業者聚集在一起撰寫了這份關於數據民主的宣言。

- 數據共和國的未來、數據民主中的生活以及我們的數位自由。
- 對開放科學、開放數據、開源軟體及其未來挑戰的深入分析。
- 對數據民主在醫療保健、太空探索、地球科學、商業和心理學等領域的影響進行全面回顧。
- 人工智慧(AI)的民主化,以及數據問題,如:偏見、不平衡、上下文和知識提取。
- 對應用於軟體工程問題的AI方法進行系統性回顧。