Search Results - "Knoth, Petr"
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An analysis of work saved over sampling in the evaluation of automated citation screening in systematic literature reviews
Published in Intelligent systems with applications (01-05-2023)“…Citation screening is an essential and time-consuming step of the systematic literature review process in medicine. Multiple previous studies have proposed…”
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Explainable online health information truthfulness in Consumer Health Search
Published in Frontiers in artificial intelligence (21-06-2023)“…People are today increasingly relying on health information they find online to make decisions that may impact both their physical and mental wellbeing…”
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CORE: A Global Aggregation Service for Open Access Papers
Published in Scientific data (07-06-2023)“…This paper introduces CORE, a widely used scholarly service, which provides access to the world’s largest collection of open access research publications,…”
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How do career promotion policies affect research publications and open access?
Published in Open research Europe (2022)“…We present a novel dataset which enables quantitative analysis of the relationship between institutional support for Open Science and research performance. We…”
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Developing Infrastructure to Support Closer Collaboration of Aggregators with Open Repositories
Published in LIBER quarterly (2016)“…The amount of open access content stored in repositories has increased dramatically, which has created new technical and organisational challenges for bringing…”
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Stepping up Open Science training for european research
Published in Publications (Basel) (01-06-2016)“…Open science refers to all things open in research and scholarly communication: from publications and research data to code, models and methods as well as…”
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A Case Report: Building communities with training and resources for Open Science trainers
Published in LIBER quarterly (2019)“…To foster responsible research and innovation, research communities, institutions, and funders are shifting their practices and requirements towards Open…”
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Importance and Benefits of OPEN SCIENCE for Ubiquitous Sharing, Dissemination and Impact
Published in Digital Presentation and Preservation of Cultural and Scientific Heritage (30-09-2014)“…While openness is well applied to software development and exploitation (open sources), and successfully applied to new business models (open innovation),…”
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Value dissonance in research(er) assessment: individual and perceived institutional priorities in review, promotion, and tenure
Published in Science & public policy (31-05-2024)“…Abstract There are currently broad moves to reform research assessment, especially to better incentivize open and responsible research and avoid problematic…”
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Formal Analysis and Estimation of Chance in Datasets Based on Their Properties
Published in IEEE transactions on knowledge and data engineering (01-12-2022)“…Machine learning research, particularly in genomics, is often based on wide shaped datasets, i.e. datasets having a large number of features, but a small…”
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Indicators of research quality, quantity, openness, and responsibility in institutional review, promotion, and tenure policies across seven countries
Published in Quantitative science studies (20-12-2022)“…The need to reform research assessment processes related to career advancement at research institutions has become increasingly recognized in recent years,…”
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Effective matching of patients to clinical trials using entity extraction and neural re-ranking
Published in Journal of biomedical informatics (01-08-2023)“…Clinical trials (CTs) often fail due to inadequate patient recruitment. Finding eligible patients involves comparing the patient’s information with the CT…”
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A meta-analysis of semantic classification of citations
Published in Quantitative science studies (04-02-2022)“…The aim of this literature review is to examine the current state of the art in the area of citation classification. In particular, we investigate the…”
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Do citations and readership identify seminal publications?
Published in Scientometrics (01-04-2018)“…This work presents a new approach for analysing the ability of existing research metrics to identify research which has strongly influenced future…”
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Predicting article quality scores with machine learning: The U.K. Research Excellence Framework
Published in Quantitative science studies (01-05-2023)“…National research evaluation initiatives and incentive schemes choose between simplistic quantitative indicators and time-consuming peer/expert review,…”
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Quantifying the influence of Open Access on innovation and patents
Published in Open research Europe (2022)“…Background: Open Access aims at improving the discovery, access and re-use of research not only within the scientific community, but also within broader…”
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Linking Textual Resources to Support Information Discovery
Published 01-01-2015“…A vast amount of information is today stored in the form of textual documents, many of which are available online. These documents come from different sources…”
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Dissertation -
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Sharing and reusing multimedia multilingual educational resources in medicine
Published in Studies in health technology and informatics (2013)“…The paper describes the Eurogene portal for sharing and reusing multilingual multimedia educational resources in human genetics. The content is annotated using…”
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CRUISE-Screening: Living Literature Reviews Toolbox
Published 04-09-2023“…Keeping up with research and finding related work is still a time-consuming task for academics. Researchers sift through thousands of studies to identify a few…”
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CORE-GPT: Combining Open Access research and large language models for credible, trustworthy question answering
Published 06-07-2023“…In this paper, we present CORE-GPT, a novel question-answering platform that combines GPT-based language models and more than 32 million full-text open access…”
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