Data Structures in IR (DSIR)
published: Nov. 4, 2008, recorded: September 2008, views: 2206
Report a problem or upload filesIf you have found a problem with this lecture or would like to send us extra material, articles, exercises, etc., please use our ticket system to describe your request and upload the data.
Enter your e-mail into the 'Cc' field, and we will keep you updated with your request's status.
Watch videos: (click on thumbnail to launch)
The course presents an overview of theoretical and practical approaches to implementation of information retrieval systems. It is mainly focused on classic big and large-scale search problems but also includes brief description of structures applicable for other IR tasks. The course covers a wide range of questions from a high-level theoretical view on data structures design to particular questions of implementation. It includes such important practical problems, which are poorly presented in available educational literature, as parallelization, lossy compressions techniques, and relevant modern hardware features. The course contains a discussion of known open source and commercial systems implementations. Some considered examples are based on lecturer’s practical experience from his participation in IR systems development projects. The course can be interesting for students who want to know details of IR system implementation or tailoring existing systems for a specific data scale or IR task. It was presented at internal seminars for employees at Ask.com in 2007 and 2008.
Download slides: russir08_gubin_dsir_01.pdf (685.8 KB)
Link this pageWould you like to put a link to this lecture on your homepage?
Go ahead! Copy the HTML snippet !