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Synthetically Trained Icon Proposals for Parsing and Summarizing Infographics [article]

Spandan Madan, Adrià Recasens , Aude Oliva Massachusetts Institute of Technology,
2018 arXiv   pre-print
training data for an icon proposal mechanism.  ...  Combining our icon proposals with icon classification and text extraction, we present a multi-modal summarization application.  ...  Acknowledgements The authors would like to thank Anelise Newman and Nathan Landman for feedback on earlier versions of this manuscript.  ... 
arXiv:1807.10441v1 fatcat:rubyyk47cfahvn5sf2hw6jr7d4

Towards Automated Infographic Design: Deep Learning-based Auto-Extraction of Extensible Timeline

Zhutian Chen, Yun Wang, Qianwen Wang, Yong Wang, Huamin Qu
2019 IEEE Transactions on Visualization and Computer Graphics  
This process can be difficult and time consuming for professional designers, not to mention non-expert users, leading to the demand for automated infographics design.  ...  As a first step, we focus on timeline infographics, which have been widely used for centuries.  ...  ACKNOWLEDGMENTS The authors wish to thank Weiwei Cui for valuable feedback on this project, Sikai Cai, Zicheng Xu, Kun Xie for assistance in labeling the dataset, as well as the anonymous reviewers for  ... 
doi:10.1109/tvcg.2019.2934810 pmid:31443028 fatcat:d7giezupq5hlfcs7pygm5sqeie

Deep Learning for Free-Hand Sketch: A Survey [article]

Peng Xu, Timothy M. Hospedales, Qiyue Yin, Yi-Zhe Song, Tao Xiang, Liang Wang
2022 arXiv   pre-print
(iii) Promotion of future work via a discussion of bottlenecks, open problems, and potential research directions for the community.  ...  (ii) A review of the developments of free-hand sketch research in the deep learning era, by surveying existing datasets, research topics, and the state-of-the-art methods through a detailed taxonomy and  ...  , and parsing.  ... 
arXiv:2001.02600v3 fatcat:lek5sivzsrat3i52lqh2eifnia

An Interaction Model for Visualizations Beyond The Desktop

Yvonne Jansen, Pierre Dragicevic
2013 IEEE Transactions on Visualization and Computer Graphics  
While these technologies allow for new forms of interaction, they are often studied in isolation.  ...  This process is referred to as the visualization reference model or the "infovis pipeline" and has been described by Card et al. [11] and Chi and Riedl [13] , and refined by others [12, 56] .  ...  ACKNOWLEDGMENTS We thank Jean-Daniel Fekete for fruitful discussions, and Petra Isenberg and our reviewers for helpful comments on this paper.  ... 
doi:10.1109/tvcg.2013.134 pmid:24051806 fatcat:cg3m5lw3cfhvxhop2r6usftfom

Themenheft zu Heft 5

(:Unkn) Unknown, Mediarep.Org, Jörg Schirra
2021 Image  
for applications, stimulated discussions and helped to improve certain aspects of the above-mentioned tools.  ...  We also thank Sheelagh Carpendale, Pauline Jepp, Petra Neumann, and Martin Schwarz for fruitful discussions on the topic.  ...  [Zhu et al. 2003 ] uses a hierarchy for video summarization quite similar to that defined by our trailer rules base. However, it does not discuss video summarization for the movie trailer format.  ... 
doi:10.25969/mediarep/16743 fatcat:uh3wpotdmjgpjciazcj4cmbjie

Hybrid techniques for analysis and knowledge discovery out of multi-sourced social networks data

Ηλίας Π. Δημητριάδης
Methods for dat [...]  ...  Taking into account the fact that users' online behavior and interactions change over time and that the presence of automated accounts, namely bots, is now more obvious than ever, the need for novel methodologies  ...  infographics [55] ).  ... 
doi:10.26262/ fatcat:pcpkxjiesvhwrkhveeust76age

Global Data For Global Science

Multiple Authors
2015 Zenodo  
ACKNOWLEDGEMENTS The authors were both members of the ICSU Strategic Committee for Information and Data (SCID), 2007 -2008 and the Strategic Coordinating Committee for Information and Data (SCCID), 2009  ...  Christina Lief who serves as the day-to-day manager of the GOSIC and is responsible for it easy to use interface and up-to-date contact.  ...  Data plotting is a key aspect of data visualization and infographics technology and a useful method for a data analyst to locate interesting data.  ... 
doi:10.5281/zenodo.34188 fatcat:dhoudwjt2bdjnmnq2e3jubmysa

5. Foundations of Digital Methods Query Design [chapter]

Richard Rogers, Mirko Tobias Schäfer, Karin van Es
2017 The Datafied Society  
Acknowledgements References Berry, David M. 2012 Acknowledgments The author would like to thank Anat Ben-David for her work on query design, and Becky Cachia for editorial assistance.  ...  Michael Stevenson, Erik Borra and researchers at the Digital Methods Initiative, University of Amsterdam, provided crucial input.  ...  infographics to make such data available to the public.  ... 
doi:10.1515/9789048531011-008 fatcat:7q6p2hlrufgndeozrarhkgggca

Data-driven prototyping in information visualization

Michael Oppermann
We propose a design framework and computational pipeline for the lossy compression of visual and textual content into representative snippets. A critical reflection on our data-driven prototypin [...]  ...  Yet, data is often seen merely as a resource in this process, and toy or synthetic datasets can lead to incorrect data abstractions and less effective visualization designs.  ...  Synthetically trained icon proposals for parsing and summarizing infographics. arXiv preprint arXiv: [ ] F. Miranda, H. Doraiswamy, M. Lage, K. Zhao, B. Gonçalves, L. Wilson, M. Hsieh, and C. T.  ... 
doi:10.14288/1.0401844 fatcat:wftlmm4krbhcvalxou2gchlqaq

Dagstuhl Reports, Volume 8, Issue 6, June 2018, Complete Issue [article]

We proceed with another example dataset which would benefit from metadata: jupyter notebooks, for which we envision the following uses: Publish along with research papers to encourage other researchers  ...  We benchmark PASTE using Write-Ahead Logging and B+tree, as well as porting it to key value stores and software switch, and show PASTE significantly outperforms well-tuned Linux and the state-of-the art  ...  The eye movements and gaze data recorded during the day, could be used for automatic summarization and journaling at the end of the day.  ... 
doi:10.4230/dagrep.8.6 fatcat:3ssdbne26vbafli4wg4udjocly

(PDF/eBook) Deconstructing Time, 3rd Edition: Illustrated Essay-blogs About the Human Experience of Time

Rick Doble
2017 Figshare  
Individual blog articles were also published separately for the academic community as PDF documents at and and have recorded over 2000 views and downloads.  ...  of time and includes personal and cultural aspects of time.  ...  TO SUMMARIZE The conflict between writing and working visually did not exist for me.  ... 
doi:10.6084/m9.figshare.5160994.v1 fatcat:l3kubvw7szbjnms5dyefmpksuu

Architecture in the Data-driven City

Frederick Peter Ortner
Forrester had used the same techniques in his book Urban Dynamics, which as Townsend discusses find new relevance today as the inspiration for Smart City initiatives like those of IBM.  ...  The Limits to Growth used techniques incubated in the lab of Jay Forrester at MIT to predict ecological and human population collapse in the mid 21st century.  ...  Acknowledging this transdisciplinary synthetic ability, and its often quantitative nature, does not mean the designer should abandon design and try to become a statistician, or worse an expert in everything  ... 
doi:10.5075/epfl-thesis-9554 fatcat:mpq7n242ijgw5o3aq6hn5yf7he

Unmaking – against general applicability [article]

Viktor Bedö, Merle Ibach, Michaela Büsse, Felix Gerloff, Shintaro Miyazaki, Jamie Allen, Fachhochschule Nordwestschweiz FHNW, Loes Bogers, Letizia Chiappini
Acknowledgments Thanks to John Marshall and Amelia Guimarin for feedback on this paper and Amy Ratelle for her copyediting assistance.  ...  Responding to these challenges will be key for creating an alternative space that is not confined to the logics of digital universalism.  ...  labs which we briefly summarize above.  ... 
doi:10.26041/fhnw-3545 fatcat:zfxzjoxm65e75gitsaibnc5xuq

Studi umanistici-Antichistica Information Technologies for Epigraphy and Cultural Heritage Information Technologies for Epigraphy and Cultural Heritage Proceedings of the First EAGLE International Conference

Silvia Orlandi, Vittore Casarosa, Raffaella Santucci, Pietro Liuzzo
that has taken place in recent decades. 2 An international committee [p.506] evaluated with a double peer review the proposals gathered from the event's Call for Papers.  ...  The need for translations of epigraphic documents both for didactic and research purposes as well as for user engagement has become patent in the latest years.  ...  A.B. particularly thanks Ljuba Merlina Bortolani for her precious suggestions and (digital) encouragement.  ... 

Sustainability by design : motivating pro-environmental action and improving waste diversion

Ivana Zelenika
Engaging the public in sustainable actions is essential for reaching local and global sustainability goals.  ...  The first two research questions of this dissertation focus on strategies to reduce contamination of waste in private and public areas through active and passive prompts, and immediate feedback on errors  ...  available in the marketplace and people's inability to parse through all the information quickly and effectively.  ... 
doi:10.14288/1.0372969 fatcat:kim7f6pyt5frhikz7eqnxmgav4