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Pathways for Theoretical Advances in Visualization

Min Chen, Georges Grinstein, Chris R. Johnson, Jessie Kennedy, Melanie Tory
2017 IEEE Computer Graphics and Applications  
More than a decade ago, Chris Johnson proposed the "Theory of Visualization" as one of the top research problems in visualization. 1 Since then, there have been several theory-focused events, including  ...  Together, these events have produced a set of convincing arguments: • As in all scientific and scholarly subjects, theoretical development in visualization is a necessary and integral part of the progression  ...  We hope every visualization researcher can find at least one pathway in this article through which to explore unanswered questions, known problems, and identified deficiencies in the theoretical foundation  ... 
doi:10.1109/mcg.2017.3271463 pmid:28829298 pmcid:PMC5819994 fatcat:fayw26e2tbgn3iwup4lx7dsgou

Characterizing Grounded Theory Approaches in Visualization [article]

Alexandra Diehl
2022 arXiv   pre-print
Grounded theory (GT) is a research methodology that entails a systematic workflow for theory generation grounded on emergent data.  ...  We exemplify this "how" methodology by adopting GT approaches in studying the messages posted on VisGuides - an Open Discourse Forum for discussing visualization guidelines.  ...  Grounded Theory: Terminology and Concepts Grounded Theory (GT) is a research methodology centered on the principle that theories must be grounded in the data † .  ... 
arXiv:2203.01777v2 fatcat:u3ojnl7wlncbzmyteqg2snrc4q

Studying Visualization Guidelines According to Grounded Theory [article]

Alexandra Diehl
2020 arXiv   pre-print
In this paper, we present a collection of research activities for studying visualization guidelines according to Grounded Theory (GT).  ...  We used the discourses at VisGuides, which is an online discussion forum for visualization guidelines, as the main data source for enabling data-driven research processes as advocated by the grounded theory  ...  A summary of the principles and methods of grounded theory, and an outlook on how computer-assisted implementation may complement the traditional implementation of the grounded theory (GT) methodology  ... 
arXiv:2010.09040v2 fatcat:v4kqx6exvvgyrkpot6uhbrvrzm

A Systematic Literature Review of Applications of the Physics of Notation

Dirk Van Der Linden, Irit Hadar
2018 IEEE Transactions on Software Engineering  
However, validating this principle also requires an experimental study." Additionally, some authors do not refer to the theory or data in which some of their assumptions are grounded.  ...  Given all these considerations, one could thus ask whether the PoN indeed contains a prescriptive theory or whether it is a collection of guidelines and best practices stemming from relevant theories,  ...  As previously, the degree to which a principle is satisfied is denoted as -, ± and + for resp. no reporting or reasoned absence, ± for claimed satisfaction with no details, + for any kind of details given  ... 
doi:10.1109/tse.2018.2802910 fatcat:e33ycsem7rfepdgltsheiemmxm

Evaluating the Evaluators - An Analysis of Cognitive Effectiveness Improvement Efforts for Visual Notations

Dirk van der Linden, Irit Hadar
2016 Proceedings of the 11th International Conference on Evaluation of Novel Software Approaches to Software Engineering  
of visual notations.  ...  This position paper presents the preliminary findings of a systematic literature review of applications of the Physics of Notations: a recently dominant framework for assessing the cognitive effectiveness  ...  its specialization for visual programming languages (Green and Petre, 1996) and Guidelines of Modeling (Schuette and Rotthowe, 1998) .  ... 
doi:10.5220/0005895802220227 dblp:conf/enase/LindenH16 fatcat:yi5mgidom5etpdzsnlz3ooey5e

VisGuides: A Forum for Discussing Visualization Guidelines [article]

Alexandra Diehl, Alfie Abdul-Rahman, Mennatallah El-Assady, Benjamin Bach, Daniel Keim, Min Chen
2018 Eurographics Conference on Visualization  
A visualization guideline can be anything ranging from good practices, empirical studies, and survey reports with the goal to inform visualization design and understanding.  ...  This paper presents VisGuides, a discussion platform to facilitate the collection, evaluation, critique, revision, and dissemination of visualization guidelines.  ...  They proposed the use of grounded theory to study the proposed concepts, theory, models, causal relation, and guidelines in a systematic, thorough, detailed manner.  ... 
doi:10.2312/eurovisshort.20181079 dblp:conf/vissym/DiehlAEBKC18 fatcat:o4lnpbjhqfbofig7zwatgt4hja

The "Physics of Diagrams": Revealing the scientific basis of graphical representation design [article]

Sarah Pissierssens, Jan Claes, Geert Poels
2019 arXiv   pre-print
Data is omnipresent in the modern, digital world and a significant number of people need to make sense of data as part of their everyday social and professional life.  ...  The research resulted in the collection and structuring of 81 guidelines and 34 underlying propositions, as well as in the derivation of 7 foundational principles about graphical representation design,  ...  Therefore, diagram designers may consider the audience familiarity with visual syntax and visual languages (Guideline 67).  ... 
arXiv:1903.05941v1 fatcat:ssikwpxcdbdi3c5mxfzjgv3we4

LawV: Towards an Ontology-Based Visual Modeling Language in the Legal Domain

Cristine Griffo, Maria das Graças da Silva Teixeira, João Paulo Andrade Almeida, Frederik Gailly, Giancarlo Guizzardi
2020 Joint Seminar on Ontology Research in Brazil / International Workshop on Metamodels, Ontologies and Semantic Technologies  
There has been an increase use of Domain-Specific Visual Modeling Language (DSVML) as a means of improving models' comprehensibility and, consequently, stakeholders' productivity.  ...  The main purpose of LawV is to provide for a visual symbolic representation for legal statements.  ...  As highlighted by [Rossi and Palmirani 2015] , there is still a gap for a comprehensive framework for visual interpretation of legal texts.  ... 
dblp:conf/ontobras/GriffoTAGG20 fatcat:xc2tv4xshnhgrbph36c3flnjia

Action Design Research and Visualization Design

Nina McCurdy, Jason Dykes, Miriah Meyer
2016 Proceedings of the Beyond Time and Errors on Novel Evaluation Methods for Visualization - BELIV '16  
ADR to existing visualization methodologies; and analyzing a recent design study retrospectively through the lens of ADR's framework and principles.  ...  In particular, ADR offers a framework along with a set of guiding principles for navigating and capitalizing on the disruptive, subjective, human-centered nature of applied design work, while aiming to  ...  Visualization design studies frequently focus on the application of theory to inform and justify design. P3: Reciprocal Shaping.  ... 
doi:10.1145/2993901.2993916 dblp:conf/beliv/McCurdyDM16 fatcat:vpnsvin4pbempjoo6qe4bodpeu

New Multimodal Designs for Foreign Language Learning

Henrik Kasch
2018 Learning Tech -Tidsskrift for læremidler, didaktik og teknologi  
This study from an ongoing project investigates the hypothesis from a theoretical and an empirical perspective, examining digital scaffolds.  ...  Enhanced with multimodality theory and ecological perspectives UDL and CALL can crossbreed, forming a multimodally and ecologically aware inclusive design for language learning.  ...  language typology and contrastive awareness studies to implement UDL principles of how and what to scaffold in CALL designs.  ... 
doi:10.7146/lt.v4i5.111561 fatcat:ysarxujgebdzvgvgxv74gls2pm

What practitioners really want: requirements for visual notations in conceptual modeling

Dirk van der Linden, Irit Hadar, Anna Zamansky
2018 Journal of Software and Systems Modeling  
It established a core set of nine principles for cognitively effective notations grounded in theory and empirical evidence from a wide range of fields.  ...  Summary and Concluding Outlook This article presented a study on the requirements held by practitioners for visual notations of conceptual modeling languages.  ...  On a scale of 1 to 5, how important would the following requirements be for this notation?  ... 
doi:10.1007/s10270-018-0667-4 fatcat:kykorud52nbqfj2arzyc2jdrcu

An Architectural Framework for Healthcare Dashboards Design

Saeed Rouhani, Shooka Zamenian, Osamah Ibrahim Khalaf
2021 Journal of Healthcare Engineering  
Following the steps of metasynthesis methods, the principles extracted with major and minor titles principles and guidelines in the form of multilayered system architecture including presentation layer  ...  Then, with regard to the principles and guidelines of technical architecture, the required information was extracted from the selected articles and was analyzed with the method of open, axial, and selective  ...  A review of the literature and studies from different data sources in the dashboard era was done and also by utilizing the steps of the metasynthesis, principles, and guidelines for the design and architecture  ... 
doi:10.1155/2021/1964054 pmid:34745492 pmcid:PMC8566039 fatcat:or5add6swfbojarnsqxous5oyq

A Study on Visual Scaffolding Design Principles in Web-Based Learning Environments

Soyoung Park
2022 Electronic Journal of e-Learning  
This study aims to develop visual scaffolding design principles and guidelines in a web-based learning environment through a literature review.  ...  In terms of visuals, the principles drawn are 8) ensuring visibility, coupling, and usability, 9) the use of appropriate visuals, 10) proximity and simplicity of the display, 11) spatial organization of  ...  and Nathan, 2007; Bernardi, el al., 2019) because visual data that are jointly processed with language contribute to the grounded process and easier language understanding (Bernardi, et al., 2019) .  ... 
doi:10.34190/ejel.20.2.2604 fatcat:krokafdngzhrrb2rytfa3gzkmm

Information Design–Principles and Guidelines

Rune Pettersson
2010 Journal of Visual Literacy  
Based on research it is possible to formulate several ID-principles and then develop a number of guidelines for the design of effective and efficient information sets.  ...  However, the information designer will always have to consider one of the main ID-principles: "it depends."  ...  Visuals can strengthen language fluency by enhancing memory and recall, as well as providing a visual schema in which information can be organized and studied.  ... 
doi:10.1080/23796529.2010.11674679 fatcat:bf723t3rfrbv3i63d57yphs554

The Impact of Combining Gestalt Theories with Interface Design Guidelines in Designing User Interfaces

Juan M. Gómez Reynoso, Lorne Olfman
2012 Americas Conference on Information Systems  
Software systems are one of the most important technologies that are present in every task that humans and computers perform. Humans perform their tasks by using a computer interface.  ...  We conducted a study to identity whether software that is developed by using Gestalt theories combined with interface development guidelines produces better outcomes compared to software developed using  ...  It is important to conduct a new study with two groups of developers teaching only one the GUI development guidelines and Gestalt theory principles as well.  ... 
dblp:conf/amcis/ReynosoO12 fatcat:jda5ayd4crbopkbarffyflsy2m
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