Theory and practice of data citation

G Silvello - Journal of the Association for Information Science …, 2018 - Wiley Online Library
Citations are the cornerstone of knowledge propagation and the primary means of
assessing the quality of research, as well as directing investments in science. Science is …

Improving accountability in recommender systems research through reproducibility

A Bellogín, A Said - User Modeling and User-Adapted Interaction, 2021 - Springer
Reproducibility is a key requirement for scientific progress. It allows the reproduction of the
works of others, and, as a consequence, to fully trust the reported claims and results. In this …

[HTML][HTML] An in-depth investigation on the behavior of measures to quantify reproducibility

M Maistro, T Breuer, P Schaer, N Ferro - Information Processing & …, 2023 - Elsevier
Science is facing a so-called reproducibility crisis, where researchers struggle to repeat
experiments and to get the same or comparable results. This represents a fundamental …

[HTML][HTML] Reproducibility of studies on text mining for citation screening in systematic reviews: evaluation and checklist

BK Olorisade, P Brereton, P Andras - Journal of biomedical informatics, 2017 - Elsevier
Context Independent validation of published scientific results through study replication is a
pre-condition for accepting the validity of such results. In computation research, full …

SIGIR initiative to implement ACM artifact review and badging

N Ferro, D Kelly - ACM SIGIR Forum, 2018 - dl.acm.org
Recently, the ACM created a policy on Artifact Review and Badging, which presents a
framework to help SIGs recognize repeatability, replicability and reproducibility in published …

Reproducibility in computing research: An empirical study

W Raghupathi, V Raghupathi, J Ren - IEEE Access, 2022 - ieeexplore.ieee.org
In computing, research findings are often anecdotally faulted for not being reproducible.
Numerous empirical studies have analyzed the reproducibility of a variety of research. Our …

DECAF: a modular and extensible conversational search framework

M Alessio, G Faggioli, N Ferro - … of the 46th International ACM SIGIR …, 2023 - dl.acm.org
The Conversational Search (CS) paradigm allows for an intuitive interaction between the
user and the system through natural language sentences and it is increasingly being …

On the user-centric comparative remote evaluation of interactive video search systems

L Rossetto, R Gasser, S Heller… - IEEE …, 2021 - ieeexplore.ieee.org
In the research of video retrieval systems, comparative assessments during dedicated
retrieval competitions provide priceless insights into the performance of individual systems …

repro_eval: A Python Interface to Reproducibility Measures of System-Oriented IR Experiments

T Breuer, N Ferro, M Maistro, P Schaer - … , Virtual Event, March 28–April 1 …, 2021 - Springer
In this work we introduce repro_eval-a tool for reactive reproducibility studies of system-
oriented Information Retrieval (IR) experiments. The corresponding Python package …

Overview of CENTRE@ CLEF 2018: A first tale in the systematic reproducibility realm

N Ferro, M Maistro, T Sakai, I Soboroff - Experimental IR Meets …, 2018 - Springer
Reproducibility has become increasingly important for many research areas, among those
IR is not an exception and has started to be concerned with reproducibility and its impact on …