Publications

xai-primer.com — A Visual Ideation Space of Interactive Explainers

CHI ‘22 Extended Abstracts: CHI Conference on Human Factors in Computing Systems Extended Abstracts

B. Gobbo, T. Elli, U. Hinrichs, M. El-Assady

xai-primer.com — A Visual Ideation Space of Interactive Explainers

Improving Explainability of Disentangled Representations using Multipath-Attribution Mappings

Medical Imaging with Deep Learning

L. Klein, J. B. S. Carvalho, M. El-Assady, P. Penna, J. M. Buhmann, P. F Jaeger

Improving Explainability of Disentangled Representations using Multipath-Attribution Mappings

CorpusVis: Visual Analysis of Digital Sheet Music Collections

Computer Graphics Forum

M. Miller, J. Rauscher, D. A Keim, M. El-Assady

CorpusVis: Visual Analysis of Digital Sheet Music Collections

Characterizing Grounded Theory Approaches in Visualization

Author Preprint

A. Diehl, A. Abdul-Rahman, B. Bach, M. El-Assady, M. Kraus, R. S Laramee, M. Chen

Characterizing Grounded Theory Approaches in Visualization

Augmenting Digital Sheet Music through Visual Analytics

Computer Graphics Forum

M. Miller, D. Furst, H. Hauptmann, D. A Keim, M. El-Assady

Augmenting Digital Sheet Music through Visual Analytics

Explaining Contextualization in Language Models using Visual Analytics

Association for Computational Linguistics (Volume 1: Long Papers)

R. Sevastjanova, A. Kalouli, C. Beck, H. Schafer, M. El-Assady

Explaining Contextualization in Language Models using Visual Analytics

Why Visualize? Arguments for Visual Support in Decision Making

IEEE Computer Graphics and Applications

D. Streeb, M. El-Assady, D. A Keim, M. Chen

Why Visualize? Arguments for Visual Support in Decision Making

VisInReport: Complementing Visual Discourse Analytics through Personalized Insight Reports

IEEE Transactions on Visualization and Computer Graphics

R. Sevastjanova, M. El-Assady, A. James Bradley, C. Collins, M. Butt, D. Keim

VisInReport: Complementing Visual Discourse Analytics through Personalized Insight Reports

The Role of Interactive Visualization in Fostering Trust in AI

IEEE Computer Graphics and Applications

E. Beauxis-Aussalet, M. Behrisch, R. Borgo, D. Horng Chau, C. Collins, D. Ebert, M. El-Assady, A. Endert, D. A Keim, J. Kohlhammer

The Role of Interactive Visualization in Fostering Trust in AI

The Explainable Artificial Intelligence Primer. A Digital Ideation Space for Explainable Artificial Intelligence Strategies

CHI21 Workshop Operationalizing Human-Centered Perspectives in XAI

B. Gobbo, M. El-Assady

The Explainable Artificial Intelligence Primer. A Digital Ideation Space for Explainable Artificial Intelligence Strategies

Task-based Visual Interactive Modeling: Decision Trees and Rule-based Classifiers

IEEE Transactions on Visualization & Computer Graphics

D. Streeb, Y. Metz, U. Schlegel, B. Schneider, M. El-Assady, H. Neth, M. Chen, D. Keim

Task-based Visual Interactive Modeling: Decision Trees and Rule-based Classifiers

Speculative Execution of Similarity Queries: Real-Time Parameter Optimization through Visual Exploration

SIMPLIFY 2021: 1st International Workshop on Data Analytics and Machine Learning Made Simple

T. Spinner, U. Schlegel, M. Schall, F. Sperrle, R. Sevastjanova, B. Gobbo, J. Rauscher, M. El-Assady, D. A Keim

Speculative Execution of Similarity Queries: Real-Time Parameter Optimization through Visual Exploration

QuestionComb: A Gamification Approach for the Visual Explanation of Linguistic Phenomena through Interactive Labeling

ACM Transactions on Interactive Intelligent Systems (TIIS)

R. Sevastjanova, W. Jentner, F. Sperrle, R. Kehlbeck, J. Bernard, M. El-Assady

QuestionComb: A Gamification Approach for the Visual Explanation of Linguistic Phenomena through Interactive Labeling

Learning Contextualized User Preferences for Co-Adaptive Guidance in Mixed-Initiative Topic Model Refinement

Computer Graphics Forum

F. Sperrle, H. Schafer, D. Keim, M. El-Assady

Learning Contextualized User Preferences for Co-Adaptive Guidance in Mixed-Initiative Topic Model Refinement

Curating Publications as Artefacts—Exploring Machine Learning Research in an Interactive Virtual Museum

Beyond static papers: Rethinking how we share scientific understanding in ML-ICLR 2021 workshop

B. Gobbo, M. El-Assady

Curating Publications as Artefacts—Exploring Machine Learning Research in an Interactive Virtual Museum

Communication Analysis through Visual Analytics: Current Practices, Challenges, and New Frontiers

Author Preprint

M. T Fischer, F. L Dennig, D. Seebacher, D. A Keim, M. El-Assady

Communication Analysis through Visual Analytics: Current Practices, Challenges, and New Frontiers

CommAID: Visual Analytics for Communication Analysis through Interactive Dynamics Modeling

Computer Graphics Forum

M. T Fischer, D. Seebacher, R. Sevastjanova, D. A Keim, M. El-Assady

CommAID: Visual Analytics for Communication Analysis through Interactive Dynamics Modeling

Co-adaptive visual data analysis and guidance processes

Computers & Graphics

F. Sperrle, A. Jeitler, J. Bernard, D. Keim, M. El-Assady

Co-adaptive visual data analysis and guidance processes

A Survey of Human-Centered Evaluations in Human-Centered Machine Learning

Computer Graphics Forum

F. Sperrle, M. El-Assady, G. Guo, R. Borgo, D. Horng Chau, A. Endert, D. Keim

A Survey of Human-Centered Evaluations in Human-Centered Machine Learning

XplaiNLI: Explainable Natural Language Inference through Visual Analytics

Proceedings of the 28th International Conference on Computational Linguistics: System Demonstrations

A. Kalouli, R. Sevastjanova, V. de Paiva, R. Crouch, M. El-Assady

XplaiNLI: Explainable Natural Language Inference through Visual Analytics

Why Visualize? Untangling a Large Network of Arguments

IEEE Trans. on Visualization and Computer Graphics

Dirk Streeb, Mennatallah El-Assady, Daniel Keim, Min Chen

Why Visualize? Untangling a Large Network of Arguments

v-plots : Designing Hybrid Charts for the Comparative Analysis of Data Distributions

Computer Graphics Forum

Michael Blumenschein, Luka J Debbeler, Nadine C Lages, Britta Renner, Daniel A Keim, Mennatallah El-Assady

v-plots : Designing Hybrid Charts for the Comparative Analysis of Data Distributions

Towards Visual Debugging for Multi-Target Time Series Classification

ACM Conf. on Intelligent User Interfaces (IUI)

Udo Schlegel, Eren Cakmak, Hiba Arnout, Mennatallah El-Assady, Daniela Oelke, Daniel A Keim

Towards Visual Debugging for Multi-Target Time Series Classification

Studying Visualization Guidelines According to Grounded Theory

Author Preprint

A. Diehl, M. Kraus, A. Abdul-Raman, M. El-Assady, B. Bach, R. Steven Laramee, D. Keim, M. Chen

Studying Visualization Guidelines According to Grounded Theory

Should We Trust (X)AI? Design Dimensions for Structured Experimental Evaluations

Author Preprint

F. Sperrle, M. El-Assady, G. Guo, D. Horng Chau, A. Endert, D. Keim

Should We Trust (X)AI? Design Dimensions for Structured Experimental Evaluations

Semantic Concept Spaces : Guided Topic Model Refinement using Word-Embedding Projections

IEEE Trans. on Visualization and Computer Graphics

Mennatallah El-Assday, Rebecca Kehlbeck, Christopher Collins, Daniel A. Keim, Oliver Deussen

Semantic Concept Spaces : Guided Topic Model Refinement using Word-Embedding Projections

Representation problems in linguistic annotations: ambiguity, variation, uncertainty, error and bias

14th Linguistic Annotation Workshop (LAW 14)

C. Beck, H. Booth, M. El-Assady, M. Butt

Representation problems in linguistic annotations: ambiguity, variation, uncertainty, error and bias

Learning and Teaching in Co-Adaptive Guidance for Mixed-Initiative Visual Analytics

Proc. of EuroVis Workshop on Visual Analytics (EuroVA)

Fabian Sperrle, Astrik Veronika Jeitler, Jürgen Bernard, Daniel A Keim, Mennatallah El-Assady

Learning and Teaching in Co-Adaptive Guidance for Mixed-Initiative Visual Analytics

Guided Linguistic Annotation of Argumentation through Visual Analytics

COMMA Workshop on Argument Visualization (ArgVis)

F. Sperrle, M. Zymla, M. El-Assady, M. Butt, D. Keim

Guided Linguistic Annotation of Argumentation through Visual Analytics

explAIner: A Visual Analytics Framework for Interactive and Explainable Machine Learning

IEEE Trans. on Visualization and Computer Graphics

Thilo Spinner, Udo Schlegel, Hanna Schäfer, Mennatallah El-Assady

PDF Project DOI

explAIner: A Visual Analytics Framework for Interactive and Explainable Machine Learning

DataShiftExplorer: Visualizing and Comparing Change in Multidimensional Data for Supervised Learning

Proc. of Int. Conf. on Information Visualization Theory and Applications (IVAPP)

Bruno Schneider, Daniel A Keim, Mennatallah El-Assady

DataShiftExplorer: Visualizing and Comparing Change in Multidimensional Data for Supervised Learning

Breaking the Curse of Visual Analytics: Accommodating Virtual Reality in the Visualization Pipeline

Computer Vision, Imaging and Computer Graphics Theory and Applications

Matthias Kraus, Matthias Miller, Juri Buchmüller, Manuel Stein, Niklas Weiler, Daniel Keim, Mennatallah El-Assady

Breaking the Curse of Visual Analytics: Accommodating Virtual Reality in the Visualization Pipeline

Augmenting Sheet Music with Rhythmic Fingerprints

Proc. of IEEE VIS Workshop on Visualization for the Digital Humanities (Vis4DH)

Daniel Fürst, Matthias Miller, Daniel A Keim, Alexandra Bonnici, Hanna Schäfer, Mennatallah El-Assady

Augmenting Sheet Music with Rhythmic Fingerprints

An empirical study of explainable AI techniques on deep learning models for time series tasks

Pre-registration workshop NeurIPS

U. Schlegel, D. Oelke, D. A Keim, M. El-Assady

An empirical study of explainable AI techniques on deep learning models for time series tasks

A Comparative Analysis of Industry Human-AI Interaction Guidelines

Proc. of IEEE VIS Workshop on TRustand EXpertise in Visual Analytics (TREX)

Austin P Wright, Zijie J Wang, Haekyu Park, Grace Guo, Fabian Sperrle, Mennatallah El-Assady, Alex Endert, Daniel Keim, Duen Horng Chau

A Comparative Analysis of Industry Human-AI Interaction Guidelines

Visual Pattern Analysis using Digital Sheet Music

Proc. of Int. Conf. on Music Information Retrieval (ISMIR), Late Breaking/Demos

Matthias Miller, Hanna Schäfer, Alexandra Bonnici, Mennatallah El-Assady

Visual Pattern Analysis using Digital Sheet Music

Visual Analytics of Conversational Dynamics

Proc. of EuroVis Workshop on Visual Analytics (EuroVA)

Daniel Seebacher, Maximilian T Fischer, Rita Sevastjanova, Daniel A Keim, Mennatallah El-Assady

Visual Analytics of Conversational Dynamics

Visual Analytics for Topic Model Optimization based on User-Steerable Speculative Execution

IEEE Trans. on Visualization and Computer Graphics

Mennatallah El-Assady, Fabian Sperrle, Oliver Deussen, Daniel Keim, Christopher Collins

Visual Analytics for Topic Model Optimization based on User-Steerable Speculative Execution

VIANA: Visual Interactive Annotation of Argumentation

Proc. of IEEE Conf. on Visual Analytics Science and Technology (VAST)

Fabian Sperrle, Rita Sevastjanova, Rebecca Kehlbeck, Mennatallah El-Assady

VIANA: Visual Interactive Annotation of Argumentation

Towards a Rigorous Evaluation of XAI Methods on Time Series

Proc. of ICCV Workshop on Interpreting and Explaining Visual Artificial Intelligence Models

Udo Schlegel, Hiba Arnout, Mennatallah El-Assady, Daniela Oelke, Daniel A Keim

Towards a Rigorous Evaluation of XAI Methods on Time Series

Shall we play? – Extending the Visual Analytics Design Space through Gameful Design Concepts

Proc. of IEEE VIS Workshop on Machine Learning from User Interaction for Visualization and Analytics (MLUI)

Rita Sevastjanova, Hanna Schäfer, Jürgen Bernard, Daniel Keim, Mennatallah El-Assady

Shall we play? – Extending the Visual Analytics Design Space through Gameful Design Concepts

lingvis.io - A Linguistic Visual Analytics Framework

Proc. of Association for Computational Linguistics (ACL), System Demonstrations

Mennatallah El-Assady, Wolfgang Jentner, Fabian Sperrle, Rita Sevastjanova, Annette Hautli-Janisz, Miriam Butt, Daniel Keim

lingvis.io - A Linguistic Visual Analytics Framework

Human Trust Modeling for Bias Mitigation in Artificial Intelligence

Proc. of ACM CHI Workshop on Where is the Human? Bridging the Gap Between AI and HCI

Fabian Sperrle, Udo Schlegel, Mennatallah El-Assady, Daniel Keim

Human Trust Modeling for Bias Mitigation in Artificial Intelligence

H-Matrix: Hierarchical Matrix for visual analysis of cross-linguistic features in large learner corpora

Proc. of IEEE Conference on Information Visualization (Short Papers)

Mariana Shimabukuro, Jessica Zipf, Mennatallah El-Assady, Christopher Collins

H-Matrix: Hierarchical Matrix for visual analysis of cross-linguistic features in large learner corpora

Framing Visual Musicology through Methodology Transfer

Proc. of IEEE VIS Workshop on Visualization for the Digital Humanities (Vis4DH)

Matthias Miller, Hanna Schäfer, Matthias Kraus, Marc Leman, Daniel Keim, Mennatallah El-Assady

Framing Visual Musicology through Methodology Transfer

Discourse Maps - Feature Encoding for the Analysis of Verbatim Conversation Transcripts

LingVis: Visual Analytics for Linguistics. CSLI lecture notes. CSLI Publications, Center for the Study of Language and Information

Mennatallah El-Assady, Annette Hautli-Janisz

Discourse Maps - Feature Encoding for the Analysis of Verbatim Conversation Transcripts

Augmenting music sheets with harmonic fingerprints

Proc. of ACM Symp. on Document Engineering (DocEng) ( Best Paper Award)

Matthias Miller, Alexandra Bonnici, Mennatallah El-Assady

PDF Project DOI

Augmenting music sheets with harmonic fingerprints

Visualization and the Digital Humanities: Moving Toward Stronger Collaborations

IEEE Computer Graphics and Applications

Adam James Bradley, Mennatallah El-Assady, Katharine Coles, Eric Alexander, Min Chen, Christopher Collins, Stefan Janicke, David Joseph Wrisley

Visualization and the Digital Humanities: Moving Toward Stronger Collaborations

Visualisierung von deliberativer Kommunikation: Möglichkeiten und Potenziale für Planungs- und Beteiligungsverfahren

Technologische Trendsim Spannungsfeld von Beteiligung — Entscheidung — Planung. Fachforum Digitales Planen und Gestalten

Valentin Gold, Mennatallah El-Assady

Visualisierung von deliberativer Kommunikation: Möglichkeiten und Potenziale für Planungs- und Beteiligungsverfahren

VisGuides: A Forum for Discussing Visualization Guidelines

Proc. of Eurographics Conf. on Visualization, EuroVis Short Papers

Alexandra Diehl, Alfie Abdul-Rahman, Mennatallah El-Assady, Benjamin Bach, Daniel Keim, Min Chen

VisGuides: A Forum for Discussing Visualization Guidelines

Towards Deliberation Analytics: Stream Processing of Argument Data for Deliberative Communication

Proc. of COMMA Workshop on Argumentation and Society

Valentin Gold, Brian Plüss, Mennatallah El-Assady, Fabian Sperrle, Katarzyna Budzynska, Annette Hautli, Chris Reed

Towards Deliberation Analytics: Stream Processing of Argument Data for Deliberative Communication

ThreadReconstructor: Modeling Reply-Chains to Untangle Conversational Text through Visual Analytics

Computer Graphics Forum

Mennatallah El-Assady, Rita Sevastjanova, Daniel Keim, Christopher Collins

ThreadReconstructor: Modeling Reply-Chains to Untangle Conversational Text through Visual Analytics

Speculative Execution for Guided Visual Analytics

Proc. of IEEE VIS Workshop on Machine Learning from User Interaction for Visualization and Analytics (MLUI)

Fabian Sperrle, Jürgen Bernard, Michael Sedlmair, Daniel Keim, Mennatallah El-Assady

Speculative Execution for Guided Visual Analytics

Quality Metrics for Information Visualization

Computer Graphics Forum

Michael Behrisch, Michael Blumenschein, Nam Wook Kim, Lin Shao, Mennatallah El-Assady, Johannes Fuchs, Daniel Seebacher, Alexandra Diehl, Ulrik Brandes, Hanspeter Pfister, Tobias Schreck, Daniel Weiskopf, Daniel Keim

Quality Metrics for Information Visualization

Progressive Learning of Topic Modeling Parameters: A Visual Analytics Framework

IEEE Trans. on Visualization and Computer Graphics (Best Paper Award: Honorable Mention)

Mennatallah El-Assady, Rita Sevastjanova, Fabian Sperrle, Daniel Keim, Christopher Collins

Progressive Learning of Topic Modeling Parameters: A Visual Analytics Framework

Mixed-Initiative Active Learning for Generating Linguistic Insights in Question Classification

Proc. of IEEE VIS Workshop on Data Systems for Interactive Analysis (DSIA)

Rita Sevastjanova, Mennatallah El-Assady, Annette Hautli-Janisz, Aikaterini-Lida Kalouli, Rebecca Kehlbeck, Oliver Deussen, Daniel Keim, Miriam Butt

Mixed-Initiative Active Learning for Generating Linguistic Insights in Question Classification

Minions, Sheep, and Fruits: Metaphorical Narratives to Explain Artificial Intelligence and Build Trust

Proc. of IEEE VIS Workshop on Visualization for AI Explainability (VISxAI)

Wolfgang Jentner, Rita Sevastjanova, Florian Stoffel, Daniel Keim, Jürgen Bernard, Mennatallah El-Assady

Minions, Sheep, and Fruits: Metaphorical Narratives to Explain Artificial Intelligence and Build Trust

LTMA: Layered Topic Matching for the Comparative Exploration, Evaluation, and Refinement of Topic Modeling Results

Proc. of Int. Symp. on Big Data Visual and Immersive Analytics (BDVA)

Mennatallah El-Assady, Fabian Sperrle, Rita Sevastjanova, Michael Sedlmair, Daniel Keim

LTMA: Layered Topic Matching for the Comparative Exploration, Evaluation, and Refinement of Topic Modeling Results

Going beyond Visualization: Verbalization as Complementary Medium to Explain Machine Learning Models

Proc. of IEEE VIS Workshop on Visualization for AI Explainability (VISxAI)

Rita Sevastjanova, Fabian Beck, Basil Ell, Cagatay Turkay, Rafael Henkin, Miriam Butt, Daniel Keim, Mennatallah El-Assady

Going beyond Visualization: Verbalization as Complementary Medium to Explain Machine Learning Models

Explorative visuelle Textanalyse von politischen Debatten

Computational Social Science

Valentin Gold, Mennatallah El-Assady, Christian Rohrdantz

Explorative visuelle Textanalyse von politischen Debatten

Distances, Neighborhoods, or Dimensions? Projection Literacy for the Analysis of Multivariate Data

Proc. of IEEE VIS Workshop on Visualization for AI Explainability (VISxAI)

Dirk Streeb, Rebecca Kehlbeck, Dominik Jäckle, Mennatallah El-Assady

Distances, Neighborhoods, or Dimensions? Projection Literacy for the Analysis of Multivariate Data

Bridging Text Visualization and Mining: A Task-Driven Survey

IEEE Trans. on Visualization and Computer Graphics

Shixia Liu, Xiting Wang, Christopher Collins, Wenwen Dou, Fangxin Ouyang, Mennatallah El-Assady, Liu Jiang, Daniel Keim

Bridging Text Visualization and Mining: A Task-Driven Survey

Augmenting Public Deliberations through Stream Argument Analytics and Visualisations

Proc. of Leipzig Symp. on Visualization in Applications (LEVIA)

Brian Plüss, Fabian Sperrle, Valentin Gold, Mennatallah El-Assady, Annette Hautli-Janisz, Katarzyna Budzynska, Chris Reed

Augmenting Public Deliberations through Stream Argument Analytics and Visualisations

Analyzing Visual Mappings of Traditional and Alternative Music Notation

Proc. of IEEE VIS Workshop on Visualization for the Digital Humanities (Vis4DH)

Matthias Miller, Johannes Häußler, Matthias Kraus, Daniel Keim, Mennatallah El-Assady

Analyzing Visual Mappings of Traditional and Alternative Music Notation

ADD-up: Visual Analytics for Augmented Deliberative Democracy

Proc. of Computational Models of Argument (COMMA)

Brian Plüss, Mennatallah El-Assady, Fabian Sperrle, Valentin Gold, Katarzyna Budzynska, Annette Hautli-Janisz, Chris Reed

ADD-up: Visual Analytics for Augmented Deliberative Democracy

Visual Linguistic Analysis of Political Discussions: Measuring Deliberative Quality

Digital Scholarship in the Humanities

Valentin Gold, Mennatallah El-Assady, Annette Hautli-Janisz, Tina Bögel, Christian Rohrdantz, Miriam Butt, Katharina Holzinger, Daniel A Keim

Visual Linguistic Analysis of Political Discussions: Measuring Deliberative Quality

Visual Analysis of Geolocated Echo Chambers in Social Media

Proc. of Eurographics Conf. on Visualization, EuroVis Poster Papers

Michael Hundt, Bruno Schneider, Mennatallah El-Assady, Daniel Keim, Alexandra Diehl

Visual Analysis of Geolocated Echo Chambers in Social Media

Tools and Methods for Processing and Visualizing Large Corpora

Studies in Variation, Contacts and Change in English

Gerold Schneider, Mennatallah El-Assady, Hans Martin Lehmann

Tools and Methods for Processing and Visualizing Large Corpora

Risk the drift! Stretching disciplinary boundaries through critical collaborations between the humanities and visualization

Proc. of IEEE VIS Workshop on Visualization for the Digital Humanities (Vis4DH)

Uta Hinrichs, Mennatallah El-Assady, Adam James Bradely, Stefania Forlini, Christopher Collins

Risk the drift! Stretching disciplinary boundaries through critical collaborations between the humanities and visualization

Rhetorical strategies in German argumentative dialogs

Argument and Computation

Annette Hautli-Janisz, Mennatallah El-Assady

Rhetorical strategies in German argumentative dialogs

NEREx: Named-Entity Relationship Exploration in Multi-Party Conversations

Computer Graphics Forum

Mennatallah El-Assady, Rita Sevastjanova, Bela Gipp, Daniel Keim, Christopher Collins

NEREx: Named-Entity Relationship Exploration in Multi-Party Conversations

Interactive Visual Analysis of Transcribed Multi-Party Discourse

Proc. of Association for Computational Linguistics (ACL), System Demonstrations

Mennatallah El-Assady, Annette Hautli-Janisz, Valentin Gold, Miriam Butt, Katharina Holzinger, Daniel Keim

Interactive Visual Analysis of Transcribed Multi-Party Discourse

Feature Alignment for the Analysis of Verbatim Text Transcripts

Proc. of EuroVis Workshop on Visual Analytics (EuroVA)

Wolfgang Jentner, Mennatallah El-Assady, Bela Gipp, Daniel A Keim

Feature Alignment for the Analysis of Verbatim Text Transcripts

Visual Text Analytics in Context of Digital Humanities

Proc. of IEEE VIS Workshop on Visualization for the Digital Humanities (Vis4DH)

Mennatallah El-Assady, Valentin Gold, Markus John, Thomas Ertl, Daniel Keim

Visual Text Analytics in Context of Digital Humanities

VisArgue: Analysis and Visualization of Deliberative Political Communication

Political Communication Report

Valentin Gold, Annette Hautli-Janisz, Katharina Holzinger, Mennatallah El-Assady

VisArgue: Analysis and Visualization of Deliberative Political Communication

VisArgue : A Visual Text Analytics Framework for the Study of Deliberative Communication

Proc. of Int. Conf. on the Advances in Computational Analysis of Political Text (PolText)

Mennatallah El-Assady, Valentin Gold, Annette Hautli-Janisz, Wolfgang Jentner, Miriam Butt, Katharina Holzinger, Daniel A Keim

VisArgue : A Visual Text Analytics Framework for the Study of Deliberative Communication

Generative Data Models for Validation and Evaluation of Visualization Techniques

Proc. of IEEE Symp. on Beyond Time and Errors on Novel Evaluation Methods for Visualization (BELIV)

Christoph Schulz, Miriam Butt, Daniel A. Keim, Thomas Ertl, Ulrik Brandes, Daniel Weiskopf, Arlind Nocaj, Mennatallah El-Assady, Steffen Frey, Marcel Hlawatsch, Michael Hund, Grzegorz Karch, Rudolf Netzel, Christin Schätzle

Generative Data Models for Validation and Evaluation of Visualization Techniques

Dynamite: Dynamic Monitoring Interface for Task Ensembles

Proc. of IEEE VAST Challenge (Award: Notable Support for Streaming Analysis)

Wolfgang Jentner, Mennatallah El-Assady, Dominik Sacha, Dominik Jäckle, Florian Stoffel

Dynamite: Dynamic Monitoring Interface for Task Ensembles

ConToVi: Multi-Party Conversation Exploration using Topic-Space Views

Computer Graphics Forum

Mennatallah El-Assady, Valentin Gold, Carmela Acevedo, Christopher Collins, Daniel Keim

ConToVi: Multi-Party Conversation Exploration using Topic-Space Views

Argumentanalyse in digitalen Textkorpora

Proc. of Conf. on Digital Humanities im deutschsprachigen Raum

Miriam Butt, Gerhard Heyer, Katharina Holzinger, Cathleen Kantner, Daniel Keim, Jonas Kuhn, Gary Schaal, André Blessing, Sebastian Dumm, Mennatallah El-Assady

Argumentanalyse in digitalen Textkorpora

Exploratory Text Analysis using Lexical Episode Plots

Proc. of Eurographics Conf. on Visualization, EuroVis Short Papers (Best Paper Candidate).

Valentin Gold, Christian Rohrdantz, Mennatallah El-Assady

Exploratory Text Analysis using Lexical Episode Plots

Dialogue or Monologues - The Effect of Topic Divergence on Negotiation Results

Proc. of European Consortium for Political Research

Marius J Bayer, Mennatallah El-Assady

Dialogue or Monologues - The Effect of Topic Divergence on Negotiation Results

Predictive Visual Analytics – Approaches for Movie Ratings and Discussion of Open Research Challenges

Proc. of IEEE VIS Workshop on Visualization for Predictive Analytics

Mennatallah El-Assady, Wolfgang Jentner, Manuel Stein, Fabian Fischer, Tobias Schreck, Daniel Keim

Predictive Visual Analytics – Approaches for Movie Ratings and Discussion of Open Research Challenges

Visual Analytics for the Prediction of Movie Rating and Box Office Performance

Proc. of IEEE VAST Challenge (Award: Excellent Interactive Analysis)

Mennatallah El-Assady, Daniel Hafner, Michael Hund, Alexander Jӓger, Wolfgang Jentner, Christian Rohrdantz, Fabian Fischer, Svenja Simon, Tobias Schreck, Daniel Keim

Visual Analytics for the Prediction of Movie Rating and Box Office Performance

What's Going On? How Twitter and Online News Can Work in Synergy to Increase Situational Awareness

Proc. of IEEE VisWeek Workshop on Interactive Visual Text Analytics (TextVis)

Christian Rohrdantz, Milos Krstajic, Mennatallah El-Assady, Daniel Keim

What's Going On? How Twitter and Online News Can Work in Synergy to Increase Situational Awareness