Machine knowledge: Creation and curation of comprehensive knowledge bases

G Weikum, XL Dong, S Razniewski… - … and Trends® in …, 2021 - nowpublishers.com
Equipping machines with comprehensive knowledge of the world's entities and their
relationships has been a longstanding goal of AI. Over the last decade, large-scale …

A comparison of automatic Boolean query formulation for systematic reviews

H Scells, G Zuccon, B Koopman - Information Retrieval Journal, 2021 - Springer
Systematic reviews are comprehensive literature reviews that target a highly focused
research question. In the medical domain, complex Boolean queries are used to identify …

Overview of the CLEF eHealth evaluation lab 2018

H Suominen, L Kelly, L Goeuriot, A Névéol… - Experimental IR Meets …, 2018 - Springer
In this paper, we provide an overview of the sixth annual edition of the CLEF eHealth
evaluation lab. CLEF eHealth 2018 continues our evaluation resource building efforts …

Automatic boolean query formulation for systematic review literature search

H Scells, G Zuccon, B Koopman, J Clark - Proceedings of the web …, 2020 - dl.acm.org
Formulating Boolean queries for systematic review literature search is a challenging task.
Commonly, queries are formulated by information specialists using the protocol specified in …

Semantic information retrieval on medical texts: Research challenges, survey, and open issues

L Tamine, L Goeuriot - ACM Computing Surveys (CSUR), 2021 - dl.acm.org
The explosive growth and widespread accessibility of medical information on the Internet
have led to a surge of research activity in a wide range of scientific communities including …

Automatic Boolean query refinement for systematic review literature search

H Scells, G Zuccon, B Koopman - The world wide web conference, 2019 - dl.acm.org
In the medical domain, systematic reviews are a highly trustworthy evidence source used to
inform clinical diagnosis and treatment, and governmental policy making. Systematic …

Overview of the CLEF 2018 consumer health search task

J Jimmy, G Zuccon, J Palotti… - CLEF 2018 Working …, 2018 - repository.ubaya.ac.id
This paper details the collection, systems and evaluation methods used in the CLEF 2018
eHealth Evaluation Lab, Consumer Health Search (CHS) task (Task 3). This task …

An analysis of evaluation campaigns in ad-hoc medical information retrieval: CLEF eHealth 2013 and 2014

L Goeuriot, GJF Jones, L Kelly, J Leveling… - Information Retrieval …, 2018 - Springer
Since its inception in 2013, one of the key contributions of the CLEF eHealth evaluation
campaign has been the organization of an ad-hoc information retrieval (IR) benchmarking …

Payoffs and pitfalls in using knowledge-bases for consumer health search

Jimmy, G Zuccon, B Koopman - Information Retrieval Journal, 2019 - Springer
Consumer health search (CHS) is a challenging domain with vocabulary mismatch and
considerable domain expertise hampering peoples' ability to formulate effective queries. We …

Interpretable Clinical Trial Search using Pubmed Citation Network

S Roy, N Ganguly, S Sural… - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
Clinical trials are an essential source of information for practicing Evidence-Based Medicine
because they help to determine the efficacy of newly developed treatments and drugs …