This paper proposes a new method for evaluating the quality of retrieval
functions. Unlike traditional methods that require relevance judgments
by experts or explicit user feedback, it is based entirely on clickthrough
data. This is a key advantage, since clickthrough data can be
collected at very low cost and without overhead for the user. Taking
an approach from experiment design, the paper proposes an experiment
setup that generates unbiased feedback about the relative quality of two...
%0 Generic
%1 citeulike:460217
%A Joachims, T.
%D 2002
%K clickthrough, evaluation, feedback, implicit, information, performance, relevance, retrieval
%T Evaluating Retrieval Performance Using Clickthrough Data
%U http://citeseer.ist.psu.edu/667182.html
%X This paper proposes a new method for evaluating the quality of retrieval
functions. Unlike traditional methods that require relevance judgments
by experts or explicit user feedback, it is based entirely on clickthrough
data. This is a key advantage, since clickthrough data can be
collected at very low cost and without overhead for the user. Taking
an approach from experiment design, the paper proposes an experiment
setup that generates unbiased feedback about the relative quality of two...
@misc{citeulike:460217,
abstract = {This paper proposes a new method for evaluating the quality of retrieval
functions. Unlike traditional methods that require relevance judgments
by experts or explicit user feedback, it is based entirely on clickthrough
data. This is a key advantage, since clickthrough data can be
collected at very low cost and without overhead for the user. Taking
an approach from experiment design, the paper proposes an experiment
setup that generates unbiased feedback about the relative quality of two...},
added-at = {2008-06-17T16:01:02.000+0200},
author = {Joachims, T.},
biburl = {https://www.bibsonomy.org/bibtex/2bdfa7bca3ca5201d26c8394425fcc316/pprett},
citeulike-article-id = {460217},
interhash = {14e10f07f072f4c0382417fd76f461b5},
intrahash = {bdfa7bca3ca5201d26c8394425fcc316},
keywords = {clickthrough, evaluation, feedback, implicit, information, performance, relevance, retrieval},
posted-at = {2007-10-01 13:35:31},
priority = {0},
timestamp = {2008-06-17T16:02:05.000+0200},
title = {Evaluating Retrieval Performance Using Clickthrough Data},
url = {http://citeseer.ist.psu.edu/667182.html},
year = 2002
}