PageRank 有哪些替代方案?
这与图算法(与 SEO 或其他无关)严格相关。我有兴趣知道是否有其他算法仅使用图形结构(而不是关键字等内容)来进行推理?
例如,如果你给定一个充满节点的大图,假设你不知道节点中的值实际意味着什么,你如何才能做出推断(例如,pagerank知道谁链接(边缘)到谁并且不知道任何事情)关于内容本身)?
这并不限于网络搜索,任何使用图形结构进行推理的事物。
This is strictly related to the graph algorithm(not SEO or anything). I'm interested in knowing if there are other algorithms out there that solely use the structure of a graph(not content like keywords, etc) to make inferences?
So for example, if your given a large graph full of nodes how can you make inferences assuming you have no idea what the values within the nodes actually mean(for example, pagerank knows who's linking(edges) to whom and doesn't know anything about the content itself)?
This is not exclusive to web searching, anything that uses graph structure to make inferences.
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除了 HITS [按照 @larsmans 的建议],还有 SALSA,被认为比 HITS 更“稳定”[因此更不容易受到垃圾邮件发送者的影响]。
还鼓励您查看此调查或排名算法
As well as HITS [as suggested by @larsmans], there is also SALSA, which is concidered more "stable" from HITS [and thus is less vulnerable to be affected by spammers].
You are also encourage to have a look at this survey or ranking algorithms
PageRank 的主要替代方案是 HITS。
The main alternative to PageRank is HITS.
页面排名的另一个替代方案是OPIC。
Another alternative to page rank is OPIC.