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LitPathExplorer: a confidence-based visual text analytics tool for exploring literature-enriched pathway models
<span title="2017-12-08">2017</span>
<i title="Oxford University Press (OUP)">
<a target="_blank" rel="noopener" href="https://fatcat.wiki/container/wmo54ba2jnemdingjj4fl3736a" style="color: black;">Bioinformatics</a>
</i>
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Results: We have developed LitPathExplorer, a visual text analytics tool that integrates advanced text mining, semi-supervised learning and interactive visualization, to facilitate the exploration and ...
Qualitative evaluation using pair analytics based on the feedback of three domain experts confirmed the utility of our tool within the context of pathway model exploration. ...
Acknowledgements The authors thank Paul Thompson ...
<span class="external-identifiers">
<a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1093/bioinformatics/btx774">doi:10.1093/bioinformatics/btx774</a>
<a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/29228271">pmid:29228271</a>
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<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190428114918/https://www.research.manchester.ac.uk/portal/files/62261799/61782705.Soto_et_al_Bioinformatics_2017.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext">
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The role of data visualization in railway Big Data Risk Analysis
[chapter]
<span title="2015-09-03">2015</span>
<i title="CRC Press">
Safety and Reliability of Complex Engineered Systems
</i>
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This work reports a literature review of risk communication and visualization in order to find out its applicability to BDRA, and beyond the visual techniques, what human factors have to be considered ...
The benefits of this approach may lie in improving the understanding of the risk factors involved in railways, detecting possible new threats or assessing the risk levels for rolling stock, rail infrastructure ...
Although cognitive science has been present since the early literature of exploratory data analysis for improving data analysis, new scientific models that explain the data analysis process are proposed ...
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Covid-on-the-Web: Exploring the COVID-19 Scientific Literature through Visualization of Linked Data from Entity and Argument Mining
<span title="2021-11-05">2021</span>
<i title="MIT Press - Journals">
<a target="_blank" rel="noopener" href="https://fatcat.wiki/container/jpvipei3mjh6dnaiqfvgidjnzu" style="color: black;">Quantitative Science Studies</a>
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We demonstrate the potential of our approach to assist biomedical researchers in solving domain-related tasks, as well as to perform exploratory analyses through use case scenarios. ...
In this context, we created the Covid-on-the-Web project, which aims to assist the access, querying, and sense making of COVID-19 related literature by combining efforts from semantic web, natural language ...
Acknowledgments This work is partly funded by the French government labelled PIA program under its IDEX UCAJEDI project (ANR-15-IDEX-0001) and the 3IA Côte d'Azur ...
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Visual Analytics: A Comprehensive Overview
<span title="">2019</span>
<i title="Institute of Electrical and Electronics Engineers (IEEE)">
<a target="_blank" rel="noopener" href="https://fatcat.wiki/container/q7qi7j4ckfac7ehf3mjbso4hne" style="color: black;">IEEE Access</a>
</i>
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In this paper, the aim is to draw a complete picture of visual analytics to direct future research by examining the related research in various application domains. ...
This gap has led to a surge of research activity in the field of visual analytics. ...
It is likely that the first appearance of ''visual analytics'' as a term in the literature was in the VOLUME 7, 2019 ''Guest Editors' Introduction-Visual Analytics'' [32] of a special issue of IEEE Computer ...
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GlassViz: Visualizing Automatically-Extracted Entry Points for Exploring Scientific Corpora in Problem-Driven Visualization Research
[article]
<span title="2020-09-20">2020</span>
<i >
arXiv
</i>
<span class="release-stage" >pre-print</span>
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<span title="2020-09-04">2020</span>
<span class="release-stage" >pre-print</span>
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<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2009.02094v1">arXiv:2009.02094v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/3kqop3jd5vcavdgkaoow6zuyeq">fatcat:3kqop3jd5vcavdgkaoow6zuyeq</a> </span>
In this paper, we report the development of a model and a proof-of-concept visual text analytics (VTA) tool to enhance documentdiscovery in a problem-driven visualization research (PDVR) con-text. ...
Our approach is demonstrated in the contextof research on visualization for the digital humanities. ...
ACKNOWLEDGMENTS The authors want to thank the three anonymous reviewers for their helpful comments. ...
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Beyond Journals—Visual Abstracts Promote Wider Suicide Prevention Research Dissemination and Engagement: A Randomized Crossover Trial
<span title="2020-10-14">2020</span>
<i title="Frontiers Media SA">
<a target="_blank" rel="noopener" href="https://fatcat.wiki/container/32icvxgesrh5hd52olushdduty" style="color: black;">Frontiers in Research Metrics and Analytics</a>
</i>
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This study expands on previous research by examining the impact of visual abstracts compared to traditional text abstracts to disseminate research produced in a national research center focused on preventing ...
with text tweets. ...
AUTHOR CONTRIBUTIONS AH, JH, and NB contributed to the conception of the study. AH, JH, NB, and JF contributed to the study design. AH, JH, and AC contributed to visual abstract creation. ...
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Visual analytics for software requirements engineering
<span title="">2013</span>
<i title="IEEE">
<a target="_blank" rel="noopener" href="https://fatcat.wiki/container/35k6qz2nqrfkziwp6ui5gszhbi" style="color: black;">2013 21st IEEE International Requirements Engineering Conference (RE)</a>
</i>
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In this research proposal, we advance the literature on visual requirements analytics by characterizing its key components and relationships. ...
The research on visual analytics for requirements engineering has noticeably advanced in the past few years. ...
Visual Requirements Analytics Based on the existing VA literature we have developed an RE-oriented VA framework [16] that provides the built-in analytical reasoning capabilities via interactive visualization ...
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<a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/re.2013.6636762">doi:10.1109/re.2013.6636762</a>
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Bridging Text Visualization and Mining: A Task-Driven Survey
<span title="">2018</span>
<i title="Institute of Electrical and Electronics Engineers (IEEE)">
<a target="_blank" rel="noopener" href="https://fatcat.wiki/container/hjrujdrg7zaghbdsp5pdzq7cmm" style="color: black;">IEEE Transactions on Visualization and Computer Graphics</a>
</i>
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Visual text analytics has recently emerged as one of the most prominent topics in both academic research and the commercial world. ...
We have also contributed a web-based visualization tool for analyzing and understanding research trends and opportunities in visual text analytics. ...
We also discuss potential research opportunities by comparing the trends observed in the literature of visual text analytics to the trends in text mining. ...
<span class="external-identifiers">
<a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tvcg.2018.2834341">doi:10.1109/tvcg.2018.2834341</a>
<a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/29993887">pmid:29993887</a>
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Defragmenting Research Areas with Knowledge Visualization and Visual Text Analytics
<span title="2020-10-16">2020</span>
<i title="MDPI AG">
<a target="_blank" rel="noopener" href="https://fatcat.wiki/container/smrngspzhzce7dy6ofycrfxbim" style="color: black;">Applied Sciences</a>
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In this paper, we employ the findings obtained during the development of a novel visual text analytics tool we built in previous studies, GlassViz, to automatically detect interesting knowledge associations ...
This is the case of problem-driven visualization research (PDVR), in which groups of scholars use visualization techniques in different application domains such as the digital humanities, bioinformatics ...
Visual Text Analytics of Research Paper Collections Visual text analytics (VTA) is a novel, text-centered specialization of a broader research discipline known as visual analytics (VA) [11, 12] that ...
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Exploratory versus Explanatory Visual Learning Analytics: Driving Teachers' Attention through Educational Data Storytelling
<span title="2018-12-11">2018</span>
<i title="Society for Learning Analytics Research">
<a target="_blank" rel="noopener" href="https://fatcat.wiki/container/34maflkhafa5lne4inbwhjkvf4" style="color: black;">Journal of Learning Analytics</a>
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field, to effectively support teaching and learning visually, needs to move on from visual analytics that invite users to explore the data, to visualizations that explain insights. In this paper, we ...
The dual purpose is to understand the contribution of each visual element for data storytelling, as well as the effectiveness of the enhancements when combined. 1 Notes for Practice The learning analytics ...
Borrowing from data and web analytics in other domains, learning analytics dashboards aggregate indicators, from one or more sources, about student activity and/or learning, using one or more visualizations ...
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Visual analytics for technology and innovation management
<span title="2021-05-20">2021</span>
<i title="Springer Science and Business Media LLC">
<a target="_blank" rel="noopener" href="https://fatcat.wiki/container/7inqmh346zfjjizjyieh7ijtma" style="color: black;">Multimedia tools and applications</a>
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However, it is essential to keep the human in the loop of these complex analytical tasks, which, often lack an appropriate interaction design. ...
A combination of information visualization, trend mining and interaction design can support human users to explore, detect, and identify such trends. ...
group on Human-Computer Interaction and Visual Analytics (https://vis.h-da.de)". ...
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Research Challenges for Data Mining in Science and Engineering
[chapter]
<span title="2008-12-24">2008</span>
<i title="Chapman and Hall/CRC">
Chapman & Hall/CRC Data Mining and Knowledge Discovery Series
</i>
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, Web, and other unstructured data, (7) data cube-oriented multidimensional online analytical mining, (8) visual data mining, and (9) data mining by integration of sophisticated scientific and engineering ...
domain knowledge. ...
The power of such links should be thoroughly explored in many scientific domains, such as in protein network analysis in biology and in the analysis of networks of research publications in library science ...
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Editorial to the Special Issue on Demographic Data Visualization: Getting the point across – Reaching the potential of demographic data visualization
<span title="2021-04-20">2021</span>
<i title="Max Planck Institute for Demographic Research">
<a target="_blank" rel="noopener" href="https://fatcat.wiki/container/e4iffaj7xvgpdeecvtcul4fqiy" style="color: black;">Demographic Research</a>
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However, demographic data visualizations presented in the scientific literature often fall short of the state-of-the-art. ...
of data visualization in demography. ...
in demography by Perozzo (1881), Snow (1855), and Minard (1861)Note: All images are in the public domain. ...
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Visual Summary Identification From Scientific Publications via Self-Supervised Learning
<span title="2021-08-19">2021</span>
<i title="Frontiers Media SA">
<a target="_blank" rel="noopener" href="https://fatcat.wiki/container/32icvxgesrh5hd52olushdduty" style="color: black;">Frontiers in Research Metrics and Analytics</a>
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This exploratory process can be facilitated by providing graphical abstracts–a visual summary of a scientific publication. ...
The exponential growth of scientific literature yields the need to support users to both effectively and efficiently analyze and understand the some body of research work. ...
Acknowledging the importance and usefulness of scientific figures for supporting users in their literature research, the publisher Elsevier recently started requesting authors to submit a visual summary ...
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Introduction: selected extended articles from the 2nd International Workshop on Semantics-Powered Data Analytics (SEPDA 2017)
<span title="">2018</span>
<i title="Springer Nature">
<a target="_blank" rel="noopener" href="https://fatcat.wiki/container/bnylrk2y7bfnrn7u2f2vjkx7ta" style="color: black;">BMC Medical Informatics and Decision Making</a>
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Acknowledgments The Guest Editors of this supplement would like to thank the authors and the reviewers for their scientific contribution and congratulate them on their high quality work. ...
For example, in the paper titled "Visualized Emotion Ontology: a model for representing visual cues of emotions" by Lin et al., the authors created the Visualized Emotion Ontology (VEO) to provide semantic ...
We believe that it is time that researchers in various domains work together and develop novel methodologies and algorithms to tackle this challenging problem in health data analytics. ...
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