Model-Based Reasoning in Science and Technology: Logical, Epistemological, and Cognitive Issues (Studies in Applied Philosophy, Epistemology and Rational Eth)
暫譯: 科學與技術中的模型基礎推理:邏輯、認識論與認知問題(應用哲學、認識論與理性倫理研究)

  • 出版商: Springer
  • 出版日期: 2018-06-07
  • 售價: $13,130
  • 貴賓價: 9.5$12,474
  • 語言: 英文
  • 頁數: 678
  • 裝訂: Paperback
  • ISBN: 3319817841
  • ISBN-13: 9783319817842
  • 海外代購書籍(需單獨結帳)

相關主題

商品描述

This book discusses how scientific and other types of cognition make use of models, abduction, and explanatory reasoning in order to produce important or creative changes in theories and concepts. It includes revised contributions presented during the international conference on Model-Based Reasoning (MBR’015), held on June 25-27 in Sestri Levante, Italy. The book is divided into three main parts, the first of which focuses on models, reasoning and representation. It highlights key theoretical concepts from an applied perspective, addressing issues concerning information visualization, experimental methods and design. The second part goes a step further, examining abduction, problem solving and reasoning. The respective contributions analyze different  types of reasoning, discussing various concepts of inference and creativity and their relationship with experimental data. In turn, the third part reports on a number of historical, epistemological and technological issues. By analyzing possible contradictions in modern research and describing representative case studies in experimental research, this part aims at fostering new discussions and stimulating new ideas.  All in all, the book provides researchers and  graduate students in the field of applied philosophy, epistemology, cognitive science and artificial intelligence alike with an authoritative snapshot of current theories and applications of model-based reasoning.

 

 

 

商品描述(中文翻譯)

本書探討科學及其他類型的認知如何利用模型、推斷和解釋性推理來產生理論和概念上的重要或創造性變化。書中包含了在2015年6月25日至27日於義大利塞斯特里萊萬特舉行的模型基礎推理國際會議(MBR’015)上所提出的修訂貢獻。全書分為三個主要部分,第一部分專注於模型、推理和表徵。它從應用的角度突顯關鍵的理論概念,並探討有關資訊視覺化、實驗方法和設計的議題。第二部分更進一步,檢視推斷、問題解決和推理。各自的貢獻分析不同類型的推理,討論各種推論和創造力的概念及其與實驗數據的關係。接著,第三部分報告了一些歷史、認識論和技術問題。透過分析現代研究中的可能矛盾並描述實驗研究中的代表性案例研究,這一部分旨在促進新的討論並激發新想法。總的來說,本書為應用哲學、認識論、認知科學和人工智慧領域的研究者和研究生提供了當前模型基礎推理理論和應用的權威快照。