With the new Tag-Xplore project, the IVDA group continues their contribution towards sustainable open research data practices. The design and development of an interactive data exploration system will aid curators in creating interoperable digital editions and connect the Digital Library community. Tag-Xplore is funded by swissuniversities.
IVDA had a booth at Scientifica 2023! Madhav Sachdeva and Jürgen Bernard presented ORD-Xplore, an interactive and visual prototype that reveals connections between multiple Digital Editions, which are online available as Open Research Data. With ORD-Xplore, digital librarians and the general public have a novel approach to identify and leverage interesting connections between Digital Editions, which so far rather exist as isolated islands.
The IVDA group was a main contributor to the 49th issue of the alumni "readme" magazine. The special issue on Data Visualization includes the main article on interactive data visualization and analysis by Prof. Jürgen Bernard, as well as project-related articles on the role of interactive model visualization in healthcare by Gabriela Morgenshtern and the interactive-visual creation of item rankings by Jenny Schmid.
Clara-Maria Barth has successfully applied for the DSI Excellence Program and got the Ph.D. stipendium, congratulations and warm welcome to the IVDA Group! Clara will be jointly supervised by Prof. Elaine Huang and Prof. Jürgen Bernard on the topic of personalized health, with a focus on type 1 diabetes. Clara has already worked with us as a student, with quite some research success including several publications.
The IVDA looks back on a very successful EuroVis Conference!
Jürgen Bernard contributed as a member of the EuroVA Steering Committee, chaired a EuroVA session, received a certificate of appreciation at EuroVA for his services as co-chair, and organized a panel on the The Future of Interactive Data Analysis and Visualization at EuroVis. Also, Madhav Sachdeva presented his work on the ORD-Xplore project in a Lightning Talk. Scientific contributions:
We are happy to welcome Prof. Miriah Meyer as our guest in the IVDA group this week! Her research focuses on the design of visualization systems for helping people make sense of complex data, and on the development of methods for helping visualization designers make sense of the world.
Miriah talk in the IfI Colloquium Series on June 01, 5:15pm, about new perspectives on how we, as data-centered visualization researchers, make sense of the world and design with it.
We are happy to have Lena Cibulski as our guest in the IVDA group! Lena conducts industrial and research projects that aim at assisting and informing decisions by using interactive visualization. She is particularly interested in multidisciplinary collaborations to encourage discussions on human factors, methodological aspects, and applications.
Lena will give a talk in the IfI Colloquium Series on Thursday, May 04, 5:15pm, about different perspectives on using data visualization to leverage user preferences in making choices.
Gabi's research interest is on validating machine learning models in healthcare through effective interactive interfaces fostering the human-machine dialog.
Madhav's focus is on the interactive visual search and exploration in digital object spaces, such as in digital libraries, digital editions, sustainability data, or finance data.
We are organizing a workshop series in the DSI Health Community. Topic of the project is "Remote monitoring of patient and athlete activity".
Gabriela Morgenshtern moderated the first workshop at the DSI Headquarter.
Thanks to the audience for a fantastic participation!
Prof. Jürgen Bernard was invited to talk at the UZH Alumni Informatik Series.
Title of his talk was "Solving Data Science Challenges with Interactive Visual Data Analytics". Jürgen showed examples of interactive visual data analysis solutions, with an emphasis on the interactive ranking of data items based on user preferences and on labeling the well-being state of prostate cancer patients.
Johanna Schmidt will be our guest in the IVDA group this week! Johanna leads the Visual Analytics team of senior and junior researchers, research engineers, and students and interns at the VRVis in Vienna. She is interested in web-based, mobile, and progressive data visualization and visual analytics solutions.
Johanna's talk in the IfI Colloquium Series on February 03, 5:15pm will be about reflections from working on visualisation with industry partners – and ahead.
We have conducted a research workshop on "Explainable AI for Rankings and Recommender Systems".
Ibrahim Al Hazwani moderated this workshop, at the DSI Headquarter.
Overall, 20 participants contributed actively, in four group activity rounds. Thanks to all participants, it was a great experience!
Congratulations to Andrea Meier for a successful defense of her Master Thesis!
Title of Andrea's thesis is "IVIE-Docs: A Visual-Interactive Tool for Information Extraction from Documents through Clustering and Data Labeling". Andrea's work introduces one of the first unified processes that includes interactive document clustering and document labeling. This thesis was jointly supervised by Prof. Jürgen Bernard (primary), as well as Dr. Moritz Platscher (Acodis AG, Winterthur).
Prof. Jürgen Bernard was invited to talk at the Research Seminar of the Robotics and Perception Group led by Prof. Davide Scaramuzza.
Title of his talk was "Data Analysis - Challenges and Opportunities for Interactive Visual Solutions". Jürgen showed examples of interactive visual data analysis solutions with an emphasis on the interactive exploration of trajectory patterns and on interactively mastering multi-criteria decision-making problems. Thanks to the members of the Robotics and Perception Group for the great participation in discussions!
Prof. Benjamin Bach visits our lab! His research investigates more effective and efficient data visualizations, interfaces, and tools for data analysis, communication, and education.
Benjamin will conduct and co-moderate the IVDA lecture, together with Prof. Jürgen Bernard in a quite exceptional format, Tuesday Nov 15, 10:15 am in BIN 2.A.01! In his talk at 3pm, he then reflects on challenges designers and non-designers face when using and creating visualizations.
Title of his talk was "Human-Centered Data Analysis in Finance". Jürgen showed examples of interactive visual data analysis solutions with an emphasis on human-centered data analysis. The two example cases in the financial data analysis domain focused on the exploration of risk-return patterns using white-box visual clustering techniques, and on the personalized creation of stock rankings for portfolio management.
Great news: Prof. Michael Sedlmair visits our lab!
He will also give a talk in the IfI Colloquium Series on Interacting with AI!
Michael has a strong background in Interactive Data Visualization and Human-Computer Interaction, with methodological contributions that have been particularly impactful to the Visualization Community! A predominant example is the proposal of the Design Study Methodology, which got a Test of Time Award just three weeks ago, at the IEEE VIS Conference in Oklahoma, USA.
Raphael Beckmann has successfully defended his Master Thesis. Congratulations, dear Raphael!
He was studying the Visual Exploration and Explanation of Human- and Model-Based Instance Selection Behaviors. This thesis was jointly supervised by Prof. Jürgen Bernard (primary), as well as Dr. Mennatallah El-Assady (ETH) and Prof. Dr. Julia Vogt (ETH).
We have a workshop long paper and an interactive explainer publication at IEEE VIS, the premier forum for advances in visualization and visual analytics.
Clara-Maria Barth will present our paper: A Data-Centric Methodology and Task Typology
for Time-Stamped Event Sequences, published, together with Yasara Peiris, Prof. Elaine Huang, and Jürgen Bernard.
Ibrahim al Hazwani presents an interactive explainable AI article: What should we watch tonight? Why sometimes your favourite streaming service just cannot manage to recommend anything interesting, together with Gabriela Morgenshtern, Yves Rutishauser, Menna El-Assady (ETH), and Jürgen Bernard. Links: Paper Page.
We are very excited to announce our first IVDA Ph.D. student!
Ibrahim Al Hazwani, who was already a Research Assistant in our lab, will now continue his research around explainable recommendation/ranking via visual analytics as a Ph.D. student.
We look forward to great research outcome!
His research will be supported by the DSI Ph.D. Excellent Program.
Ibrahim Al Hazwani will present at the VIS co-located workshop about Visualization for AI Explainability (VISxAI) the interactive article "What should we watch tonight? Why sometimes your favourite streaming service just cannot manage to recommend anything interesting", work done with Gabriela Morgenshtern, Yves Rutishauser, Menna El-Assady (ETH Zürich), and Jürgen Bernard.
Link: interactive article
Yasara Peiris has successfully defended her Master Thesis today!
Her topic was on the Study of Factors Affecting the Problem and Task Characterization for Time-Stamped Event Sequences.
Yasara was also the first author of a workshop publication with parts of her contribution of her Thesis. The 8-pager will be presented at the BELIV workshop, co-located with the IEEE VIS conference in Oklahoma City, in October 2022. Congratulations, dear Yasara!
We are very excited to welcome Prof. Remco Chang as a guest in our lab this week!
Remco is an outstanding Visual Analytics researcher, with many impactful technical and methodological publications! Examples include iPCA, Dis-function, and his taxonomic work in user interaction. Remco is an Associate Professor in the Computer Science Department at Tufts University.
Links: Remco's Tufts University profile
Cedric Krause will visit the IVDA lab for three weeks in August!
Cedric has various research interests at the intersection of Information Visualization, Visual Analytics, and Interactive Machine Learning. He is a PhD student in Prof. Fabian Beck's Information Visualization group. In Zürich, we will jointly work on interactive visual labelling of multivariate event sequences.
Warm welcome to Gabriela Morgenshtern, our most recent IVDA group member!
Gabi is interested in how machine learning models fail to perform predictions that are personally relevant to users - her favorite application domains are medicine and healthcare. She is especially interested in empowering healthcare practitioners to give feedback to models they use in patient care, to recalibrate models towards their insights.
Link: Gabi's DSI Healthcommunity profile
Jürgen Bernard is organizing the EuroVis Workshop on Visual Analytics 2022 (EuroVA), together with Marco Angelini.
Prof. Helwig Hauser from the University of Bergen will give the keynote speech at EuroVA! Helwig is an expert in interactive visual data analysis, illustrative visualization, and the combination of scientific and information visualization.
The title of Helwig's talk is "Machine Learning for Better Interaction in Visual Analytics"
Raphael Beckmann will present his paper Interactive Visual Explanation of Incremental Data Labeling, published, together with Cristi Blaga, Mennatallah El-Assady (ETH Zurich), Matthias Zeppelzauer (St. Pölten), and Jürgen Bernard. Links: Paper Page.
Jenny Schmid successfully submitted the paper RankASco: A Visual Analytics Approach to Leverage Attribute-Based User Preferences for Item Rankings, together with Lena Cibulski (Fraunhofer IGD), Ibrahim al Hazwani, and Jürgen Bernard. Links: Paper Page.
I am pleased to announce Jörn Kohlhammer as speaker for the IfI Colloquium Spring 2022 series! Jörn is a Professor at TU Darmstadt and leader of the Information Visualization & Visual Analytics (IVA) group at Fraunhofer IGD in Darmstadt. He is one of the most well-known and respected researchers in the field of Visual Analytics and as such one of the leaders of the VisMaster project, which is one of the cornerstones of the European Visual Analytics community.
Jörn's talk will be about Decision Support with User-Centered Visual Analytics. Enjoy!
Jürgen Bernard has agreed to cap his air travels, as a contribution to reducing flight emissions of the UZH community. Together with Prof. Gabriele Siegert (vice president) and Prof. Noah Bubenhofer, he recently promoted forms of scientific collaboration that involve less air travel in a video recording. In Jürgen's case, this video recording took place at the Digital Society Initiative (DSI). Here, he has the opportunity to take part in exciting and fruitful collaborations across faculties. Most of these exchanges directly take place in Zurich - yet another form of scientific collaboration without the need for air travel.
Prof. Jürgen Bernard has received the EuroGraphics 2022 Young Researcher Award!
In recognition of his outstanding contributions to Computer Graphics in the area of Information Visualization and Visual Analytics. In his area of research, Jürgen Bernard has produced a number of outstanding contributions, which is evidenced by several best paper awards from conferences such as IEEE VIS and EuroVA, the Hugo-Geiger Preis in 2016, and the Dirk Bartz Prize in 2017.
EuroGraphics is pleased to recognize Jürgen Bernard with the 2022 Young Researcher Award.
Yves Rutishauser has successfully defended his Master Thesis, congratulations!
Yves was involved in a collaborative healthcare research project on the Multiple Sclerosis disease. He designed an interactive data analysis tool, his thesis is: "Interactive Visual Exploration of Temporal Activity Patterns - A Design Study Approach for Multiple Sclerosis Patient Data".
Jürgen Bernard had his Inaugural Lecture in the Aula of the UZH main building. The title of the talk was "Interacting With Data". After a historic introduction into data-driven research, he showed how innovative data science solutions can enable users in research, industry, and in everyday life to cope with challenges of data-driven decision-making, to make the most of their data. In a series of his best-practice examples, Jürgen demonstrated how interactive visual user interfaces and machine learning techniques can be combined to leverage the strengths of both humans and machines in the interactive data analysis process.
This award is an additional recognition for authors who are willing to go one step further,
and in addition to publishing the paper, provide a complete open-source implementation.
The work contributes visualizations for machine learning, graph neural networks, and graph layout and was a collaboration with the University of Zurich, the University of British Columbia (Vancouver) and Facebook.
Prof. Jürgen Bernard has received the Best Paper Award at IEEE VIS 2021 for his paper "IRVINE: A Design Study on Analyzing Correlation Patterns of Electrical Engines", together with his colleagues Joscha Eirich, Jakob Bonart, Dominik Jäckle, Michael Sedlmair, Ute Schmid, Kai Fischbach, and Tobias Schreck.
The paper was presented at IEEE VIS, the premier forum for advances in visualization and visual analytics in New Orleans (virtual), October 26 2021.
Prof. Silvia Miksch will give the keynote speech at the workshop on Visual Analytics in Healthcare (VAHC), organized by Jürgen Bernard! Silvia is an expert in the visual analysis of time oriented data, of uncertainty-aware data analysis, guidance in visual analytics and in visual analytics in healthcare.
The title of Silvia's talk is "Visual Analytics Meet Electronic Health Records: How Can We Tackle the Challenges?"
Jenny Schmid has successfully defended her Master Thesis, congratulations and cheers!
Title of the thesis was "Human-Centered Ranking of Data Objects with Interactive Attribute Scoring Interfaces".
Prof. Jürgen Bernard has received the EuroVis 2021 Young Researcher Award!
In recognition of his outstanding contribution to the characterization, design, and evaluation of visual-interactive interfaces to combine the strengths of both humans and algorithms in interactive machine learning and data science applications.
The Award is given to one young colleague, who has already made a significant contribution to visualization and specifically to the European Visualization community.
We have received the Best Paper Award at EuroVA for our paper LFPeers: Temporal Similarity Search in Covid-19 Data.
The paper is the result of collaboration with Jan Burmeister and Jörn Kohlhammer from Fraunhofer IGD.
The second paper, LFPeers: Temporal Similarity Search in Covid-19 Data, is a result of a research collaboration with Jan Burmeister and Jörn Kohlhammer from Fraunhofer IGD. Links: Fast Forward, Paper Presentation, Paper.
I'm delighted to announce Ben Shneiderman, who followed my invitation to the Colloquium Spring 2021 series! Ben is a Distinguished University Professor in the University of Maryland Department of Computer Science. He conducted fundamental research in the fields of human–computer interaction and information visualization, with design being an overarching theme in his long career.
In his talk, Ben will present concepts and practices in Human-Centered AI (HCAI).
Jürgen Bernard is organizing VAHC 2021, held virtually in conjunction with IEEE VIS 2021, October 24. VAHC is the premier research event exploring the application of data visualization and visual analytics. We will bring together medical experts, leading scientists, and visionaries to discuss opportunities and challenges in using visual analytics techniques to help patients, clinicians, public health researchers, and others leverage the power of complex health datasets.
The image shows Jürgen Bernard organizing VAHC in Chicago, 2015.
Jürgen Bernard is organizing the international EuroVis Workshop on Visual Analytics (EuroVA) 2021, together with Katerina Vrotsou (Linköping University, Sweden).
EuroVA will be held virtually in conjunction with the EuroVis conference in Zurich (June 14 - June 18). EuroVA is the premier workshop in Europe to present and discuss fresh ideas on new methods and theories, novel applications, designs, and studies on the use of Visual Analytics methods and systems.
The image shows Jürgen Bernard giving a talk at EuroVA 2017