Title
Practical considerations when filtering documents.
Abstract
Implementing, configuring, and running an information filtering system in a practical setting is a difficult and challenging problem. This is due to variety and configuration of available system components along with additional factors such as topic length, feedback, and system training. Moreover, the interplay between the different components and additional factors can lead to degraded system performance when adding or manipulating particular components. We explore the interactions and effects of different components and some of the factors with respect to performance. The main contribution of this paper is a better understanding of how to configure filtering systems along with the possible pitfalls of applying conflicting components which harm performance and result in a poor user experience.
Year
DOI
Venue
2012
10.1145/2362724.2362772
IIiX
Keywords
Field
DocType
practical consideration,better understanding,system training,degraded system performance,additional factor,challenging problem,available system component,conflicting component,main contribution,different component,particular component,filtering,user experience,system performance
Data mining,User experience design,Information retrieval,Computer science,Harm,Filter (signal processing),Information filtering system
Conference
Citations 
PageRank 
References 
0
0.34
8
Authors
2
Name
Order
Citations
PageRank
desmond elliott130924.91
Leif Azzopardi21919133.10