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Extending Solr: Building a Cloud-like Knowledge Discovery Platform

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Trey Grainger
Trey Grainger

Presentation from Lucene Revolution 2011

TechnologyEducation
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Extending Solr: Building a Cloud-like Knowledge Discovery Platform Trey Grainger , ,CareerBuilder
Overview ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
My background ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
CareerBuilder’s Search Scale ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Job Search
Resume Search
Talent Network Search
Auto-Complete
Geo-spatial Search
Recommendations ,[object Object],[object Object],[object Object],[object Object]
Job Recommendations
Resume Recommendations
Multi-lingual Analysis ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Multi-lingual Analysis ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Input: Output:
Multi-lingual Analysis ,[object Object],[object Object],Take-away : Lemmatization allows you to greatly increase recall while preserving the precision you lose with stemming i.e. English shows 92% increase in recall using Lemmatization with minimal impact on precision Measuring Recall Overlap Between Options
Custom Scoring ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Stopping Keyword Spamming ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
CareerBuilder’s Search Cloud ,[object Object],[object Object],[object Object],[object Object]
Creating a virtual search engine ,[object Object]
Creating a virtual search engine ,[object Object]
Creating a virtual search engine ,[object Object],[object Object],[object Object],[object Object],[object Object]
Knowledge Discovery & Data Analytics
Knowledge Discovery & Data Analytics
Knowledge Discovery & Data Analytics
Knowledge Discovery & Data Analytics
Knowledge Discovery & Data Analytics
Knowledge Discovery & Data Analytics
Clustering: Nursing
Clustering: .Net
Clustering: Hyperion Developer
Take Aways ,[object Object],[object Object],[object Object]
Contact ,[object Object],[object Object],[object Object]

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