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A Grammar-Based Approach for Applying Visualization Taxonomies to Interaction Logs [article]

Sneha Gathani, Shayan Monadjemi, Alvitta Ottley, Leilani Battle
2022 arXiv   pre-print
To demonstrate our approach, we generate regular grammars for seven visualization taxonomies and develop code to apply them to three interaction log datasets.  ...  This paper seeks to bridge the gap between visualization task taxonomies and interaction log data by making the taxonomies more actionable for interaction log analysis.  ...  In this paper, we seek to bridge the gap between high-level visualization taxonomies and low-level interaction logs programmatically.  ... 
arXiv:2201.03740v2 fatcat:s5byjvcpizdidnnlrukbwxvh6e

Table Scraps: An Actionable Framework for Multi-Table Data Wrangling From An Artifact Study of Computational Journalism [article]

Stephen Kasica, Charles Berret, Tamara Munzner
2020 arXiv   pre-print
This framework, the first to incorporate tablesas first-class objects, will support future interactive wrangling tools for both computational journalism and general-purpose use.  ...  We assess the generative and descriptive power of our framework through discussion of its relationship to our set of taxonomies.  ...  We conjectured that these programmatic approaches to wrangling would be more expressive than the operations supported by interactive applications, which aim to democratize the tools and techniques for  ... 
arXiv:2009.02373v2 fatcat:jz54bdejujfqjegoktwzjrtn34

Visualising data in web observatories

Paul Booth, Wendy Hall, Nicholas Gibbins, Spyros Galanis
2014 Proceedings of the 23rd International Conference on World Wide Web - WWW '14 Companion  
The three principles presented in this paper propose a community evaluation approach to innovation in visual analytics and visualisation for Web Observatories through code sharing, the capturing of semantically  ...  Web Observatories use innovative analytic processes to gather insights from observed data and use the Web as a platform for publishing interactive data visualisations.  ...  Using a wrapper for the W3C DOM API, a number of operators can be applied within the 'd3' namespace to programmatically get or set attributes, styles and properties once the data operator binds input data  ... 
doi:10.1145/2567948.2579211 dblp:conf/www/BoothHGG14 fatcat:6ozan3xh6bewpm5c7ohfsz46z4

Personalizing Interactions with Information Systems [chapter]

Saverio Perugini, Naren Ramakrishnan
2003 Advances in Computers  
Three tiers of personalization systems are presented, paying careful attention to interaction considerations. These tiers show how progressive levels of sophistication in interaction can be achieved.  ...  Personalization constitutes the mechanisms and technologies necessary to customize information access to the end-user.  ...  Applying techniques from human-computer interaction to data analysis is an approach.  ... 
doi:10.1016/s0065-2458(03)57007-3 fatcat:rdooy2c4gnfajgvu246kjzm2ja

Understanding Visual Investigation Patterns Through Digital "Field" Observations

Irene Rae, Feng Zhou, Martin Bilsing, Philipp Bunge
2022 CHI Conference on Human Factors in Computing Systems  
We also performed a quantitative analysis of logs over 2530 user sessions from a second visual analysis product to validate that our patterns were not product-specifc.  ...  However, most of this work has studied the analysis process in simulated or isolated environments, leading to a gap in connecting these fndings to large-scale business (enterprise) contexts, where visual  ...  ACKNOWLEDGMENTS We would like to thank Jorik Tangelder, Yannick Carer, and the DataExplorer team for all of their support in completing this work.  ... 
doi:10.1145/3491102.3517445 fatcat:poxizrv4fnf2hgmzlqvdkcm35q

A Programmatic Definition of Visualization Tasks, Insights, and Objectives [article]

Leilani Battle, Alvitta Ottley
2022 arXiv   pre-print
Few models flow in the opposite direction to enable instantiation or a precise approach to applying high-level task concepts to specific analysis scenarios or user interaction logs.  ...  We present three use cases that apply Pyxis to a wide range of analysis scenarios from the literature to demonstrate its utility.  ...  Our model enables a precise, systematic approach to applying high-level theories of tasks to low-level interaction data.  ... 
arXiv:2206.04767v1 fatcat:uwdmnw3vi5cqrkx7jtpwunncnu

PhylomeDB v3.0: an expanding repository of genome-wide collections of trees, alignments and phylogeny-based orthology and paralogy predictions

J. Huerta-Cepas, S. Capella-Gutierrez, L. P. Pryszcz, I. Denisov, D. Kormes, M. Marcet-Houben, T. Gabaldon
2010 Nucleic Acids Research  
The new version of phylomeDB has been extended with novel data access and visualization features, including the possibility of programmatic access.  ...  The growing availability of complete genomic sequences from diverse species has brought about the need to scale up phylogenomic analyses, including the reconstruction of large collections of phylogenetic  ...  (D) Interactive tree visualization panel showing a particular tree from the human phylome.  ... 
doi:10.1093/nar/gkq1109 pmid:21075798 pmcid:PMC3013701 fatcat:3tcb5kxz7jh45clzzjrmysdvhm

Visual recipes for slicing and dicing data: teaching data wrangling using subgoal graphics

Lovisa Sundin, Nourhan Sakr, Juho Leinonen, Sherif Aly, Quintin Cutts
2021 21st Koli Calling International Conference on Computing Education Research  
An example of subgoal graphics visualizing how to access the matrix diagonal, here without subgoal labels.  ...  To test this idea, we developed an online tutorial that features subgoal graphics in both programmatic and non-programmatic data wrangling exercises.  ...  To control for this, we record the time spent in a different browser tab, logged out, or if a participant is inactive in terms of keystrokes and mouse movements for more than 60 seconds.  ... 
doi:10.1145/3488042.3488063 fatcat:ai4f44neyjcjtbogwotubjb2eu

Teaching and learning data structure concepts via Visual Kinesthetic Pseudocode with the aid of a constructively aligned app

Ogen Odisho, Mark Aziz, Nasser Giacaman
2016 Computer Applications in Engineering Education  
The development of this thought process is using a technique we term Visual Kinesthetic Pseudocode, with the overarching goal of helping students code without coding, yet providing the necessary scaffold  ...  The study is also a step forward in revealing potential threshold concepts pertaining to data structure modules.  ...  INTERAC-TIVEDS ensures only programmatically-correct steps may be executed, with interactions strongly aligned to pseudocode such that any given action correlates to a "real line of code".  ... 
doi:10.1002/cae.21768 fatcat:ctdorutzgjh4jo566gxwnyxft4

GraphSense: A General-Purpose Cryptoasset Analytics Platform [article]

Bernhard Haslhofer and Rainer Stütz and Matteo Romiti and Ross King
2021 arXiv   pre-print
By providing a growing set of open-source components, GraphSense could ultimately become an instrument for scientific investigations in academia and a possible response to emerging compliance and regulation  ...  At the moment, one can choose between commercial services or low-level open-source tools providing programmatic access.  ...  Users can also annotate nodes, export graphs, import additional tags, and download audit logs of their interactions.  ... 
arXiv:2102.13613v1 fatcat:bcv2lhje2veczlnagsfvnfqhui

Liquid query

Alessandro Bozzon, Marco Brambilla, Stefano Ceri, Piero Fraternali
2010 Proceedings of the 19th international conference on World wide web - WWW '10  
We demonstrate our approach with a prototype built upon the YQL (Yahoo! Query Language) framework.  ...  The Liquid Query interface consists of interaction primitives that let users pose questions and explore results spanning over multiple sources incrementally, thus getting closer and closer to the sought  ...  A review of approaches to search log data mining and Web search investigation is in [2] and [21] .  ... 
doi:10.1145/1772690.1772708 dblp:conf/www/BozzonBCF10 fatcat:23m5obav4fhwfewbslyca5r7qu

What is Interaction for Data Visualization?

Evanthia Dimara, Charles Perin
2019 IEEE Transactions on Visualization and Computer Graphics  
Our definition is meant to be a thinking tool and inspire novel and bolder interaction design practices.  ...  We argue that this confusion is due to a lack of consensual definition.  ...  The line between designer and end-user blurs even more with approaches that reduce the burden for programmatic generation of interactions [59, 100, 102] , placing custom visualizations in the hands of  ... 
doi:10.1109/tvcg.2019.2934283 pmid:31425089 fatcat:anuil4huvrdfre3l5jdmsgtvei

DiaSim: a simulator for pervasive computing applications

Julien Bruneau, Charles Consel
2012 Software, Practice & Experience  
Furthermore, a simulation renderer is coupled to Di-aSim to allow a simulated pervasive system to be visually monitored and debugged.  ...  To cope with widely heterogeneous entities, DiaSim is parameterized with respect to a description of a target pervasive computing environment.  ...  Applying DiaSim to other application areas We have been applying our approach to the building and home automation areas.  ... 
doi:10.1002/spe.2130 fatcat:kjcfhwtuendfhbysiuz4e5aoty

B2

Yifan Wu, Joseph M. Hellerstein, Arvind Satyanarayan
2020 Proceedings of the 33rd Annual ACM Symposium on User Interface Software and Technology  
When an interaction occurs, B2 reifies it as a data query and generates a history log in a new code cell.  ...  Subsequent cells can use this log to further analyze interaction results and, when marked as reactive, to ensure that code is automatically recomputed when new interaction occurs.  ...  ACKNOWLEDGEMENTS Thanks to Eugene Wu and Remco Chang for early discussions, Ryan Purpura for programming contributions, Brian Hempel and Andrew Head for helpful algorithmic and design advice, Anna Papitto  ... 
doi:10.1145/3379337.3415851 dblp:conf/uist/WuHS20 fatcat:bflx52diczcfrpl52ti7zasjc4

Integration of Environmental Information in a Mining Region Using a Geoportal

Svetlana Ivanova, Elena Sant'eva, Maxim Bakanov, Leszek Sobik, Leonid Lopukhinsky, S. Zhironkin, S. Vöth, M. Cehlár, J. Janocko, N. Demirel, D. Szurgacz, S. Spearing (+1 others)
2021 E3S Web of Conferences  
Its key task is to provide the users with tools and services for storing and cataloging, publishing and loading spatial and environmental data, searching and filtering by metadata, interactive web visualization  ...  , direct access to geodata based on map web services.  ...  This approach to the construction of geoportals allows you to focus on the tasks being solved and to apply all the variety of modern approaches to the integrated processing of spatial heterogeneous information  ... 
doi:10.1051/e3sconf/202127801013 fatcat:4b2iokxqz5h7fex5sbmhrfdedm
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