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木虫 (正式写手)

[求助] 有没有人知道Path Ranking Algorithm？已有1人参与

我导师给了我一个主题Path Ranking Algorithm，让我自己查阅相关资料，然后写一份报告发给他。
我想请教各位虫友，有没有人知道该算法？
或者能否帮忙推荐一些关于该算法的文献？

还有，像这样个报告应该怎么写呢？

谢谢！

1楼 2016-07-30 14:31:16

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木虫 (正式写手)

Laurent的论文？

发自小木虫IOS客户端

2楼2016-07-30 23:39:23

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木虫 (正式写手)

引用回帖:

2楼: Originally posted by 划船不用浆 at 2016-07-30 23:39:23
Laurent的论文？

是谁？我不知道啊，所以才问的。
能否给一个论文标题，或者给一个链接？

多谢！

3楼2016-07-31 09:24:28

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至尊木虫 (知名作家)

★ ★ ★ ★ ★
xzllxls: 金币+5, ★★★很有帮助, 非常详细，很感谢！ 2016-08-02 23:56:05

The repository of PRA (Path Ranking Algorithm) and SFE (Subgraph Feature Extraction)
https://github.com/matt-gardner/pra

Efficient and Expressive Knowledge Base Completion Using Subgraph Feature Extraction. Matt Gardner and Tom Mitchell. EMNLP 2015.
http://rtw.ml.cmu.edu/emnlp2015_sfe

Incorporating Vector Space Similarity in Random Walk Inference over Knowledge Bases. Matt Gardner, Partha Talukdar, Jayant Krishnamurthy, and Tom Mitchell. EMNLP 2014.
http://rtw.ml.cmu.edu/emnlp2014_vector_space_pra

Improving Learning and Inference in a Large Knowledge-base using Latent Syntactic Cues. Matt Gardner, Partha Talukdar, Bryan Kisiel, and Tom Mitchell. EMNLP 2013.
http://rtw.ml.cmu.edu/emnlp2013_pra

Slides:
http://brenocon.com/NiLao_2011.lecture.SPLODD.pdf

The original paper is Relational Retrieval using a combination of path-constrained random walks.
https://www.cs.cmu.edu/~nlao/publication/2010/2010.ML.PRA.pdf

Ni Lao, Tom Mitchell and William Cohen. Random Walk Inference and Learning in A Large Scale Knowledge Base
https://www.cs.cmu.edu/~nlao/pub ... 011.emnlp.paper.pdf

Ni Lao, Amarnag Subramanya, Fernando Pereira, and William Cohen. Reading The Web with Learned Syntactic-Semantic Inference Rules
https://www.cs.cmu.edu/~nlao/pub ... 012.emnlp.paper.pdf

4楼2016-08-02 18:31:16

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