Advances in Smart Knowledge Computing: Towards Post Artificial Intelligence Era
暫譯: 智慧知識計算的進展:邁向後人工智慧時代
Lumban Gaol, Ford, Matsuo, Tokuro, Ito, Takayuki
商品描述
This book explores the evolution of computing beyond current AI paradigms, with a particular emphasis on the potential of knowledge to be used to develop more intelligent, adaptive, and potentially conscious systems. This book has three elements:
First, moving beyond "Narrow AI" and data-centric paradigms were investigated.The book likely discusses the inherent limitations of current "narrow AI", despite impressive performance in specific tasks, interpretability, reasoning capabilities, and true understanding.
Second, the modelling and uses cases were explored. The book would explore advanced methods for representing knowledge and performing logical or probabilistic reasoning over that knowledge.
Third, provide the applications and impact of post-AI. The book provides with details of smart knowledge computing which can lead to more informed, explainable, and robust decision-making in complex real-world scenarios.
In essence, this presents itself as a forward-looking investigation into how intelligence might be constructed by combining the capacity of data processing with explicit knowledge representation and advanced reasoning.
商品描述(中文翻譯)
這本書探討了計算技術超越當前人工智慧(AI)範式的演變,特別強調了知識在開發更智能、適應性強且可能具意識的系統中的潛力。這本書包含三個要素:
首先,探討了超越「狹義人工智慧」和以數據為中心的範式。書中可能會討論當前「狹義人工智慧」的固有限制,儘管在特定任務中表現出色,但在可解釋性、推理能力和真正理解方面仍然存在不足。
其次,探索了建模和使用案例。書中將探討表示知識和對該知識進行邏輯或概率推理的先進方法。
第三,提供後人工智慧的應用和影響。這本書詳細介紹了智能知識計算,這可以在複雜的現實場景中促進更明智、可解釋和穩健的決策。
總之,這本書呈現了一個前瞻性的研究,探討如何通過將數據處理能力與明確的知識表示和先進的推理相結合來構建智慧。