Re: Re: Re: Anyone have experience with Query Auto-Suggestor?

2020-01-31 Thread Audrey Lorberfeld - audrey.lorberf...@ibm.com
Hi all, reviving this thread. For those of you who use an external file for your suggestions, how do you decide from your query logs what suggestions to include? Just starting out with some exploratory analysis of clicks, dwell times, etc., and would love to hear from the community any advise.

Re: Re: Re: Re: Anyone have experience with Query Auto-Suggestor?

2020-01-24 Thread Audrey Lorberfeld - audrey.lorberf...@ibm.com
David, True! But we are hoping that these are purely seen as suggestions and that people, if they know exactly what they are wanting to type/looking for, will simply ignore the dropdown options. On 1/24/20, 10:03 AM, "David Hastings" wrote: This is a really cool idea! My only concern

Re: Re: Re: Anyone have experience with Query Auto-Suggestor?

2020-01-24 Thread Lucky Sharma
Hi Audrey, As suggested by Erik, you can index the data into a seperate collection and You can instead of adding weights inthe document you can also use LTR(Learning to Rank) with in Solr to rerank on the documents. And also to increase more relevance with in the Autosuggestion and making

Re: Re: Re: Anyone have experience with Query Auto-Suggestor?

2020-01-24 Thread David Hastings
This is a really cool idea! My only concern is that the edge case searches, where a user knows exactly what they want to find, would be autocomplete into something that happens to be more "successful" rather than what they were looking for. for example, i want to know the legal implications of

Re: Re: Re: Anyone have experience with Query Auto-Suggestor?

2020-01-24 Thread Lucky Sharma
Hi Audrey, As suggested by Erik, you can index the data into a seperate collection and You can instead of adding weights inthe document you can also use LTR with in Solr to rerank on the features. Regards, Lucky Sharma On Fri, 24 Jan, 2020, 8:01 pm Audrey Lorberfeld - audrey.lorberf...@ibm.com,

Re: Re: Re: Anyone have experience with Query Auto-Suggestor?

2020-01-24 Thread Audrey Lorberfeld - audrey.lorberf...@ibm.com
Hi Alessandro, I'm so happy there is someone who's done extensive work with QAC here! Right now, we measure nDCG via a Dynamic Bayesian Network. To break it down, we: - use a DBN model to generate a "score" for each query_url pair. - We then plug that score into a mathematical formula we

Re: Re: Re: Anyone have experience with Query Auto-Suggestor?

2020-01-24 Thread Audrey Lorberfeld - audrey.lorberf...@ibm.com
Erik, Thank you! Yes, that's exactly how we were thinking of architecting it. And our ML engineer suggested something else for the suggestion weights, actually -- to build a model that would programmatically update the weights based on those suggestions' live clicks @ position k, etc. Pretty