[KNJIGA][B] An introduction to information retrieval

CD Manning - 2009 - edl.emi.gov.et
As recently as the 1990s, studies showed that most people preferred getting information
from other people rather than from information retrieval systems. Of course, in that time …

Evaluating evaluation metrics based on the bootstrap

T Sakai - Proceedings of the 29th annual international ACM …, 2006 - dl.acm.org
This paper describes how the Bootstrap approach to statistics can be applied to the
evaluation of IR effectiveness metrics. First, we argue that Bootstrap Hypothesis Tests …

Alternatives to bpref

T Sakai - Proceedings of the 30th annual international ACM …, 2007 - dl.acm.org
Recently, a number of TREC tracks have adopted a retrieval effectiveness metric called
bpref which has been designed for evaluation environments with incomplete relevance data …

Drug-target interaction prediction: a Bayesian ranking approach

L Peska, K Buza, J Koller - Computer methods and programs in …, 2017 - Elsevier
Background and objective In silico prediction of drug-target interactions (DTI) could provide
valuable information and speed-up the process of drug repositioning–finding novel usage …

On information retrieval metrics designed for evaluation with incomplete relevance assessments

T Sakai, N Kando - Information Retrieval, 2008 - Springer
Modern information retrieval (IR) test collections have grown in size, but the available
manpower for relevance assessments has more or less remained constant. Hence, how to …

[PDF][PDF] A simple measure to assess non-response

A Peñas, A Rodrigo - Proceedings of the 49th annual meeting of …, 2011 - aclanthology.org
There are several tasks where is preferable not responding than responding incorrectly. This
idea is not new, but despite several previous attempts there isn'ta commonly accepted …

An overview of semantic search evaluation initiatives

KM Elbedweihy, SN Wrigley, P Clough… - Journal of Web …, 2015 - Elsevier
Recent work on searching the Semantic Web has yielded a wide range of approaches with
respect to the underlying search mechanisms, results management and presentation, and …

On the effect of relevance scales in crowdsourcing relevance assessments for Information Retrieval evaluation

K Roitero, E Maddalena, S Mizzaro… - Information Processing & …, 2021 - Elsevier
Relevance is a key concept in information retrieval and widely used for the evaluation of
search systems using test collections. We present a comprehensive study of the effect of the …

On crowdsourcing relevance magnitudes for information retrieval evaluation

E Maddalena, S Mizzaro, F Scholer… - ACM Transactions on …, 2017 - dl.acm.org
Magnitude estimation is a psychophysical scaling technique for the measurement of
sensation, where observers assign numbers to stimuli in response to their perceived …

Evaluation in music information retrieval

J Urbano, M Schedl, X Serra - Journal of Intelligent Information Systems, 2013 - Springer
Abstract The field of Music Information Retrieval has always acknowledged the need for
rigorous scientific evaluations, and several efforts have set out to develop and provide the …