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 …
assessing the quality of research, as well as directing investments in science. Science is …
Improving accountability in recommender systems research through reproducibility
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 …
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
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 …
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
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 …
pre-condition for accepting the validity of such results. In computation research, full …
SIGIR initiative to implement ACM artifact review and badging
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 …
framework to help SIGs recognize repeatability, replicability and reproducibility in published …
Reproducibility in computing research: An empirical study
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 …
Numerous empirical studies have analyzed the reproducibility of a variety of research. Our …
DECAF: a modular and extensible conversational search framework
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 …
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
In the research of video retrieval systems, comparative assessments during dedicated
retrieval competitions provide priceless insights into the performance of individual systems …
retrieval competitions provide priceless insights into the performance of individual systems …
repro_eval: A Python Interface to Reproducibility Measures of System-Oriented IR Experiments
In this work we introduce repro_eval-a tool for reactive reproducibility studies of system-
oriented Information Retrieval (IR) experiments. The corresponding Python package …
oriented Information Retrieval (IR) experiments. The corresponding Python package …
Overview of CENTRE@ CLEF 2018: A first tale in the systematic reproducibility realm
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 …
IR is not an exception and has started to be concerned with reproducibility and its impact on …