My LinkedIn connection Paul wrote: “I have a database of records (nodes) with an underlying relational network (positive, negative, no edges/relations). I have values for several of the records, but want to estimate the others based on the relations/edges. Could you recommend techniques I could use for this? (see figure)”
![](https://i0.wp.com/hranalytics.live/wp-content/uploads/2017/02/2ee8e97f-6531-407a-9467-62c0639ebc86-large.png?resize=1024%2C960&ssl=1)
Answer: Hi Paul, I am not an expert in this. It is not easy to keep up with the evolution of HR Analytics, but I agree it is an interesting subject. Recently I read a document on “Preference Learning” which might give you the answers you are looking for. You can download it down below.
Get the Tutorial on Preference Learning