《逻辑与关系学习》封面

逻辑与关系学习

Logical and Relational Learning

Luc De Raedt · 初版 2008 年

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Hacker News 上怎么说

  • ……关于 ILP 的教材,大部分都是散落在各大期刊和会议上的论文。Nienhuys-Cheng 和 de Wolf 的书是非常棒的首选入门书。你也可以试试下面这几本书:《Logical and Relational Learning》- Luc de Raedt [https://www.amazon.com/Logical-Relational-Learning-Cognitive...]、《Probabilistic Inductive Logic Programming, Theory and applications》- Luc de Raedt, Paolo Frasconi, Kristian Kersting,……

    …textbooks on ILP, it's mostly a bunch of scattered papers published in various journals and conferences. Nienhuys-Cheng and de Wolf are an excellent first point of call. You can also try the following books: Logical and Relational Learning - Luc de Raedt [https://www.amazon.com/Logical-Relational-Learning-Cognitive...] Probabilistic Inductive Logic Programming, Theory and applications - Luc de Raedt, Paolo Frasconi, Kristian Kersting,…

  • ……关系学习(Relational Learning),又称统计关系学习(Statistical and Relational Learning),还有一些概率逻辑编程语言,比如 Problog(没打错字)。你可以在 Luc de Raedt 写的教材《Logical and Relational Learning》[http://www.springer.com/us/book/9783540200406] 里找到很多关于 ILP 的资料,强烈推荐(跟作者没利益关系)(但我确实是个逻辑编程狂热粉就是了)。

    …Relational Learning a.k.a. Statistical and Relational Learning and a number of probabilistic logic programming languages like Problog (no typo). You can find a lot of information about ILP in the textbook Logical and Relational Learning by Luc de Raedt [http://www.springer.com/us/book/9783540200406], which I recommend (not related to the author) (but I am a logic programming looney so).

  • ……大纲网页(https://www.doc.ic.ac.uk/~shm/ilp_theory.html)。我理解 ILP 理论的首选书是 Nienhuys-Cheng 和 de Wolf 的《Foundations of Inductive Logic Programming》,而 De Raedt 的《Logical and Relational Learning》则是更新一些的综述,但我总觉得还缺一本更现代的教材。这个新的 MIL 玩意儿似乎是一个重要的统一思想,还能串联回溯因逻辑编程(abductive logic programming),……

    …outline webpage (https://www.doc.ic.ac.uk/~shm/ilp_theory.html). My go-to for trying to understand ILP theory is Nienhuys-Cheng and de Wolf, _Foundations of Inductive Logic Programming_ and De Raedt's _Logical and Relational Learning_ is a more up-to-date overview, but I feel like there's room for a more modern textbook. This new MIL stuff seems to be be an important unifying idea that also connects back to abductive logic programming,…

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