Re: How to train the model using user clicks when use ltr(learning to rank) module?

2017-02-02 Thread Koji Sekiguchi
Hi, NLP4L[1] has not only Learning-to-Rank module but also a module which calculates click model and converts it into pointwise annotation data. NLP4L has a comprehensive manual[2], but you may want to read "Click Log Analysis" section[3] first to see if it suits your requirements. Hope this

Re: How to train the model using user clicks when use ltr(learning to rank) module?

2017-01-12 Thread alessandro.benedetti
Hi Jeffery, Just noticed your comment to my blog, I will try to respond asap. Related your doubt, I second Diego's readme. If you have other user signals as well ( apart from clicks) it may be interesting to use them as well. Users signals such as : "Add To Favorites" , "Add to the basket" ,

Re: How to train the model using user clicks when use ltr(learning to rank) module?

2017-01-06 Thread Will Martin
ah. very nice Diego. Thanks. On 1/6/2017 1:52 PM, Diego Ceccarelli (BLOOMBERG/ LONDON) wrote: Hi Jeffery, I submitted a patch to the README of the learning to rank example folder, trying to explain better how to produce a training set given a log with interaction data. Patch is available

Re: How to train the model using user clicks when use ltr(learning to rank) module?

2017-01-06 Thread Diego Ceccarelli (BLOOMBERG/ LONDON)
Hi Jeffery, I submitted a patch to the README of the learning to rank example folder, trying to explain better how to produce a training set given a log with interaction data. Patch is available here: https://issues.apache.org/jira/browse/SOLR-9929 And you can see the new version of the

Re: How to train the model using user clicks when use ltr(learning to rank) module?

2017-01-05 Thread Will Martin
In the Assemble training data part: the third column indicates the relative importance or relevance of that doc Could you please give more info about how to give a score based on what user clicks? Hi Jeffery, Give your questions more detail and there may be more feedback; just a suggestion.

Re: How to train the model using user clicks when use ltr(learning to rank) module?

2017-01-05 Thread Jeffery Yuan
Thanks , Will Martin. I checked the pdf it's great. but seems not very useful for my question: How to train the model using user clicks when use ltr(learning to rank) module. I know the concept after reading these papers. But still not sure how to code them. -- View this message in context:

Re: How to train the model using user clicks when use ltr(learning to rank) module?

2017-01-05 Thread Will Martin
http://www.dcc.fc.up.pt/~pribeiro/aulas/na1516/slides/na1516-slides-ir.pdf see the relevant sections for good info On 1/5/2017 3:02 AM, Jeffery Yuan wrote: > Thanks very much for integrating machine learning to Solr. >