常識推論（第２版） Commonsense Reasoning : An Event Calculus Based Approach （2ND）

Mueller, Erik T.

Morgan Kaufmann Publishers In（2014/10発売）

• 製本 Paperback:紙装版/ペーパーバック版／ページ数 516 p.
• 言語 ENG
• 商品コード 9780128014165
• DDC分類 006.3

Full Description

To endow computers with common sense is one of the major long-term goals of artificial intelligence research. One approach to this problem is to formalize commonsense reasoning using mathematical logic. Commonsense Reasoning: An Event Calculus Based Approach is a detailed, high-level reference on logic-based commonsense reasoning. It uses the event calculus, a highly powerful and usable tool for commonsense reasoning, which Erik Mueller demonstrates as the most effective tool for the broadest range of applications. He provides an up-to-date work promoting the use of the event calculus for commonsense reasoning, and bringing into one place information scattered across many books and papers. Mueller shares the knowledge gained in using the event calculus and extends the literature with detailed event calculus solutions that span many areas of the commonsense world.

The Second Edition features new chapters on commonsense reasoning using unstructured information including the Watson system, commonsense reasoning using answer set programming, and techniques for acquisition of commonsense knowledge including crowdsourcing.

Contents

Part I: Foundations

Part II: Commonsense Phenomena

Part III: Commonsense Domains

Part IV: Default Reasoning

Part V: Programs and Applications

Part VI: Logical and Non-logical Methods

Part VII: Knowledge Acquisition

Part VIII: Conclusion

Part IX: Appendices