@inproceedings{enge_towards_2022, address = {Rome}, title = {Towards {Multimodal} {Exploratory} {Data} {Analysis}: {SoniScope} as a {Prototypical} {Implementation}}, copyright = {CC-BY}, url = {https://phaidra.fhstp.ac.at/o:4883}, doi = {10.2312/evs.20221095}, abstract = {The metaphor of auscultating with a stethoscope can be an inspiration to combine visualization and sonification for exploratory data analysis. This paper presents SoniScope, a multimodal approach and its prototypical implementation based on this metaphor. It combines a scatterplot with an interactive parameter mapping sonification, thereby conveying additional information about items that were selected with a visual lens. SoniScope explores several design options for the shape of its lens and the sorting of the selected items for subsequent sonification. Furthermore, the open-source prototype serves as a blueprint framework for how to combine D3.js visualization and SuperCollider sonification in the Jupyter notebook environment.}, language = {English}, booktitle = {Proc. 24th {Eurographics} {Conference} on {Visualization} ({EuroVis} 2022) - {Short} {Papers}}, publisher = {Eurographics Association}, author = {Enge, Kajetan and Rind, Alexander and Iber, Michael and Höldrich, Robert and Aigner, Wolfgang}, editor = {Agus, Marco and Aigner, Wolfgang and Hoellt, Thomas}, year = {2022}, note = {Projekt: SoniVis}, keywords = {Data Science, Department Medien und Digitale Technologien, Forschungsgruppe Media Computing, Forschungsgruppe Media Creation, Institut für Creative Media Technologies, Open Access, Sonification, Visualization, Vortrag, Wiss. Beitrag, peer-reviewed}, pages = {67--71}, } @inproceedings{aigner_workshop_2022, address = {New York, NY, USA}, series = {{AVI} 2022}, title = {Workshop on {Audio}-{Visual} {Analytics}}, copyright = {Grey OA}, isbn = {978-1-4503-9719-3}, url = {https://zenodo.org/record/6624212}, doi = {10.1145/3531073.3535252}, abstract = {In their daily lives, people use more than one sense to perceive and interpret their environment. Likewise, audio-visual interfaces can support human data analysts better than interfaces relying on just one sense. While the research communities of sonification and visualization have both carried out extensive research on the auditory and visual representation of data, comparatively little is known about their systematic and complementary combination for data analysis. After two workshops at Audio Mostly 2021 and IEEE VIS, this 3rd workshop on audio-visual analytics continues building a community of researchers interested in combining visualization and sonification.}, urldate = {2022-06-08}, booktitle = {Proceedings of the 2022 {International} {Conference} on {Advanced} {Visual} {Interfaces}}, publisher = {ACM}, author = {Aigner, Wolfgang and Enge, Kajetan and Iber, Michael and Rind, Alexander and Elmqvist, Niklas and Höldrich, Robert and Rönnberg, Niklas and Walker, Bruce N.}, month = jun, year = {2022}, note = {Projekt: SoniVis tex.ids= aigner\_2022\_workshop}, keywords = {Audio-Visual Data Analysis, Department Medien und Digitale Technologien, FH SP Data Analytics \& Visual Computing, Forschungsgruppe Media Computing, Forschungsgruppe Media Creation, Institut für Creative Media Technologies, Sonification, Visualization, Vortrag, Wiss. Beitrag}, pages = {92:1--92:4}, } @misc{rind_wie_2022, address = {St. Pölten}, type = {Demo \& {Poster}}, title = {Wie können wir {Daten} erlebbar machen?}, abstract = {Durch die steigende Digitalisierung vermehren sich die verfügbaren Daten rasant. Doch was können sie uns über unsere Welt verraten? Dazu sind anschauliche Darstellungen notwendig, um große Datenmengen leichter begreifbar zu machen. Hier erfahren Sie, mit welchen visuellen, klanglichen und physikalischen Methoden Daten dargestellt werden können und wie künstliche Intelligenz dazu beiträgt. In welchen Medien inseriert das Bundeskanzleramt? Welche Länder exportieren die meisten Waffensysteme? Wie kann man nachvollziehen, was das neuronale Netzwerke eines Fahrerassistenzsystems gelernt hat? Visuelle, klangliche und physikalische Darstellungen helfen, große Datenmengen leichter begreifbar zu machen und Schlüsse daraus zu ziehen. Dabei kommt auch künstliche Intelligenz ins Spiel. Das Programm „netflower“, mit dem man Geldflüsse zwischen öffentlichen Institutionen und Medien übersichtlich darstellen und vergleichen kann, ist eines der Beispiele für interaktive Visualisierungen bei unserer Station. Das sind bildliche Darstellungen von Daten, bei denen die Betrachter:innen selbst entscheiden können, welche Teilbereiche sie gerade ansehen oder noch genauer erforschen möchten. Aber auch über andere Sinne können die Besucher:innen bei dieser Station Daten als Sonifikation hören und als Physikalisierung begreifen. Darüber hinaus wird gezeigt, wie Data Comics den Einstieg in die Datenanalyse erleichtern, Sensordaten in Extended Reality visualisiert werden, KI das Onboarding am Arbeitsplatz unterstützt und neuronale Netzwerke verständlich gemacht werden.}, author = {Rind, Alexander and Böck, Jaqueline and Boucher, Magdalena and Grassinger, Florian and Kirchknopf, Armin and Stoiber, Christina and Stumpe, Eric and Zauchinger, Michael}, year = {2022}, note = {Projekt: SoniVis Projekt: SEVA Projekt: VALID}, keywords = {Demo, Department Medien und Digitale Technologien, Forschungsgruppe Media Computing, Institut für Creative Media Technologies, Poster, Visualization}, } @misc{aigner_timeviz_2022, address = {Bari, Italy}, type = {Invited {Talk}}, title = {{TimeViz}: {Visualization} of {Time}-{Oriented} {Data}}, language = {EN}, author = {Aigner, Wolfgang}, month = jun, year = {2022}, note = {Projekt: SoniVis Projekt: SEVA Projekt: VALID}, keywords = {Department Medien und Digitale Technologien, FH SP Data Analytics \& Visual Computing, Forschungsgruppe Media Computing, Human-Computer Interaction, Institut für Creative Media Technologies, Visualization, Vortrag}, } @misc{aigner_timeviz_2022-1, address = {Online}, type = {Invited {Talk}}, title = {{TimeViz}: {Visualization} of {Time}-{Oriented} {Data}}, url = {https://chinavis.org/lectures/english/index_en.html}, language = {EN}, author = {Aigner, Wolfgang}, month = jun, year = {2022}, note = {Projekt: SoniVis Projekt: SEVA Projekt: VALID}, keywords = {Department Medien und Digitale Technologien, FH SP Data Analytics \& Visual Computing, Forschungsgruppe Media Computing, Human-Computer Interaction, Institut für Creative Media Technologies, Visualization, Vortrag}, } @inproceedings{enge_its_2021, title = {It’s about {Time}: {Adopting} {Theoretical} {Constructs} from {Visualization} for {Sonification}}, url = {https://dl.acm.org/doi/10.1145/3478384.3478415}, doi = {10/gnhmbh}, booktitle = {Proceedings of the 16th {International} {Audio} {Mostly} {Conference} ({AM}’21)}, publisher = {ACM}, author = {Enge, Kajetan and Rind, Alexander and Iber, Michael and Höldrich, Robert and Aigner, Wolfgang}, year = {2021}, note = {Projekt: SoniVis}, keywords = {Data Science, Forschungsgruppe Media Computing, Forschungsgruppe Media Creation, Institut für Creative Media Technologies, Vortrag, Wiss. Beitrag, human-computer interaction, peer-reviewed}, pages = {64--71}, } @misc{enge_exploratory_2021, address = {Virtual Meeting}, type = {Presentation}, title = {Exploratory {Data} {Analysis} using {Multimodal} {Representations}: {Joint} {Sonification} and {Visualization} - {ICAD} {Student} {Think} {Tank} 2021}, url = {https://icad2021.icad.org/think-tank/}, abstract = {Presentation of my PhD project at the Student Think Tank of the ICAD 2021 (International Conference on Auditory Display)}, language = {English}, urldate = {2021-08-26}, author = {Enge, Kajetan}, month = jun, year = {2021}, note = {Projekt: SoniVis}, keywords = {Forschungsgruppe Media Computing, Institut für Creative Media Technologies, Vortrag}, } @misc{enge_exploratory_2021-1, address = {Virtual Meeting}, type = {Presentation}, title = {Exploratory {Data} {Analysis} using {Multimodal} {Representations}: {Joint} {Sonification} and {Visualization} - {IEEE} {VIS} {Doctoral} {Colloquium}}, abstract = {Presentation of my PhD project at the Doctoral Colloquium of the IEEE VIS 2021 Conference}, language = {English}, author = {Enge, Kajetan}, month = oct, year = {2021}, note = {Projekt: SoniVis}, keywords = {Forschungsgruppe Media Computing, Institut für Creative Media Technologies, Vortrag}, } @misc{enge_exploratory_2021-2, address = {Graz (Austria)}, type = {Presentation}, title = {Exploratory {Data} {Analysis} using {Multimodal} {Representations}: {Joint} {Sonification} and {Visualization} - {KUG} {Doktorand}*innen {Forum}}, url = {https://phd.kug.ac.at/fileadmin/03_Microsites/01_Kuenstlerisch_wissenschaftliche_Einheiten/02_Doktorratsschulen/Doktoratsschule_fuer_das_wissenschaftliche_Doktoratsstudium/04_Laufende_Dissertationen/Enge_Praes1.pdf}, abstract = {First presentation at "KUG Doktorand*innen Forum" on my dissertation "Exploratory Data Analysis using Multimodal Representations: Joint Sonification and Visualization"}, language = {German}, urldate = {2021-08-26}, author = {Enge, Kajetan}, month = jun, year = {2021}, note = {Projekt: SoniVis}, keywords = {Forschungsgruppe Media Creation, Institut für Creative Media Technologies, Vortrag}, } @misc{aigner_visual_2021, address = {Kremsmünster, Austria}, type = {Invited {Talk}}, title = {Visual {Analytics} for {Time}-{Oriented} {Data}}, author = {Aigner, Wolfgang}, month = mar, year = {2021}, note = {Projekt: KAVA-Time Projekt: IML Projekt: InnoFit Projekt: SoniVis}, keywords = {FH SP Data Analytics \& Visual Computing, Forschungsgruppe Media Computing, Human-Computer Interaction, Institut für Creative Media Technologies, Smart Manufacturing, Visualization, Vortrag}, } @misc{enge_workshop_2021, address = {Hamburg}, type = {Workshop}, title = {Workshop on the {Virtual} {Urban} {Soundscape} {Designer}}, url = {https://www.klg-tenor-21.de/static/program/KlingGut2020_21%20-%20Digital%20Program%20-%20V2_2.pdf}, abstract = {The prototype of the Urban Soundscape Designer (USD) is intended to enable urban planners and decision-makers to test the acoustic effects of structural measures in public spaces using virtual reality. Imagine you are in public space in a big city and want to know how the soundscape would change if you built a fountain in the middle of the square. The USD offers a dynamic (head tracked) binaural representation of both the sound of the fountain and a first order ambisonics recording of an original city soundscape.}, language = {English}, urldate = {2021-08-16}, author = {Enge, Kajetan and Wasserfall, Simon and Frauscher, Elisabeth}, month = dec, year = {2021}, note = {Projekt: SoniVis}, keywords = {Forschungsgruppe Media Creation, Institut für Creative Media Technologies}, } @misc{enge_listening_2021, address = {St. Pölten, Austria}, type = {Invited {Talk}}, title = {Listening experiment on the plausibility of acoustic modeling in virtual reality}, url = {https://www.fhstp.ac.at/en/newsroom/events/allaroundaudio-2021}, language = {English}, urldate = {2021-08-26}, author = {Enge, Kajetan}, month = jun, year = {2021}, note = {Projekt: SoniVis}, keywords = {Forschungsgruppe Media Creation, Institut für Creative Media Technologies}, } @inproceedings{aigner_workshop_2021, title = {Workshop on {Audio}-{Visual} {Analytics} – {Identifying} {Research} {Gaps} for {Integrating} {Sonification} and {Visualization}}, abstract = {This workshop aims to build a community of researchers from both the visualization and the sonification communities, to work towards a common language, and to identify research gaps for a combined visualization and sonification theory. We scheduled the larger part of the day for group and plenary discussions and it is open to all Audio Mostly 2021 attendees. The workshop will be organized along parallel working sessions formed around predefined topic streams. The participants will be assigned to these topic streams based on their background and interests. We expect the workshop to result in a collection of open research questions on how to combine visualization and sonification. An already confirmed follow-up workshop at IEEE VIS in October 2021 drives this further towards a research agenda for a combined design theory.}, booktitle = {Audio {Mostly} {Workshops}}, author = {Aigner, Wolfgang and Enge, Kajetan and Iber, Michael and Rind, Alexander and Elmqvist, Niklas and Höldrich, Robert and Rönnberg, Niklas and Walker, Bruce N.}, year = {2021}, note = {Projekt: SoniVis}, keywords = {Forschungsgruppe Media Computing, Institut für Creative Media Technologies, Wiss. Beitrag, ⛔ No DOI found}, }