Author

Surname	El-Assady
Forename	Mennatallah
Cleanname	M. El-Assady
Formatted Publications

Publications

	Challenges and Opportunities for Visual Analytics in Jurisprudence D. Fürst, M. El-Assady, D. A. Keim, M. T. Fischer Artificial Intelligence and Law, DOI: 10.1007/s10506-025-09494-2, 2025
	SemanticTours: A Conceptual Framework for Non-Linear, Knowledge Graph-Driven Data Tours D. Fürst, M. Jansen Op De Haar, M. El-Assady, D. A. Keim, M. T. Fischer arXiv Preprint, DOI: 10.48550/arXiv.2512.07483, 2025
	FS/DS: A Theoretical Framework for the Dual Analysis of Feature Space and Data Space F. L. Dennig, M. Miller, D. A. Keim, M. El-Assady IEEE Transactions on Visualization and Computer Graphics, DOI: 10.1109/TVCG.2023.3288356, 2024
	A Wizard of Oz Study of Guidance Strategies and Dynamics F. Sperrle, M. El-Assady, A. Arleo, D. Ceneda IEEE Transactions on Visualization and Computer Graphics, DOI: 10.1109/TVCG.2024.3418782, 2024
	Visual Analytics of Co-Occurrences to Discover Subspaces in Structured Data W. Jentner, G. Lindholz, H. Hauptmann, M. El-Assady, K.-L. Ma, D. A. Keim ACM Transactions on Interactive Intelligent Systems, DOI: 10.1145/3579031, 2023
	Doom or Deliciousness: Challenges and Opportunities for Visualization in the Age of Generative Models V. Schetinger, S. Di Bartolomeo, M. El-Assady, A. M. Mcnutt, M. Miller, J. L. Adams Eurographics Conf. on Visualization (EuroVis), 2023, DOI: 10.1111/cgf.14841, 2023
	Personalized Language Model Selection through Gamified Elicitation of Contrastive Concept Preferences R. Sevastjanova, H. Hauptmann, S. Deterding, M. El-Assady IEEE Transactions on Visualization and Computer Graphics, DOI: 10.1109/TVCG.2023.3296905, 2023
	WEC-Explainer: A Descriptive Framework for Exploring Word Embedding Contextualization R. Sevastjanova, M. El-Assady Exploring Research Opportunities for Natural Language, Text, and Data Visualization (NLVIZ) Workshop at IEEE VIS, 2023
	Visual Comparison of Text Sequences Generated by Large Language Models R. Sevastjanova, S. Vogelbacher, A. Spitz, D. A. Keim, M. El-Assady The ninth Symposium on Visualization in Data Science (VDS), 2023
	ExpLIMEable: A Visual Analytics Approach for Exploring LIME S. Laguna, J. Heidenreich, J. Sun, N. Çetin, I. Al-Hazwani, U. Schlegel, F. Cheng, M. El-Assady Workshop on Visual Analytics in Healthcare (VAHC) @ IEEE Vis, 2023
	ExpLIMEable: An exploratory framework for LIME S. Laguna, J. Heidenreich, J. Sun, N. Çetin, I. Al-Hazwani, U. Schlegel, F. Cheng, M. El-Assady XAI in Action: Past, Present, and Future Applications @ NeurIPS, 2023
	RLHF-Blender: A Configurable Interactive Interface for Learning from Diverse Human Feedback Y. Metz, D. Lindner, R. Baur, D. A. Keim, M. El-Assady arXiv preprint arXiv:2308.04332, DOI: https://doi.org/10.48550/arXiv.2308.04332, 2023
	Augmenting Digital Sheet Music through Visual Analytics M. Miller, D. Fürst, H. Hauptmann, D. A. Keim, M. El-Assady Computer Graphics Forum, DOI: 10.1111/cgf.14436, 2022
	CorpusVis: Visual Analysis of Digital Sheet Music Collections M. Miller, J. Rauscher, D. A. Keim, M. El-Assady Computer Graphics Forum, DOI: 10.1111/cgf.14540, 2022
	LMFingerprints: Visual Explanations of Language Model Embedding Spaces through Layerwise Contextualization Scores R. Sevastjanova, A.-L. Kalouli, C. Beck, H. Hauptmann, M. El-Assady Eurographics Conf. on Visualization (EuroVis), 2022
	Beware the Rationalization Trap! When Language Model Explainability Diverges from our Mental Models of Language R. Sevastjanova, M. El-Assady Communication in Human-AI Interaction Workshop at IJCAI-ECAI'22, 2022
	Lotse: A Practical Framework for Guidance in Visual Analytics F. Sperrle, D. Ceneda, M. El-Assady Transactions on Visualization and Computer Graphics, 2022
	Visual Comparison of Language Model Adaptation R. Sevastjanova, E. Cakmak, S. Ravfogel, R. Cotterell, M. El-Assady IEEE Trans. on Visualization and Computer Graphics, 2022
	Communication Analysis through Visual Analytics: Current Practices, Challenges, and New Frontiers M. T. Fischer, F. L. Dennig, D. Seebacher, D. A. Keim, M. El-Assady 2022 IEEE Visualization in Data Science (VDS), DOI: 10.1109/VDS57266.2022.00006, 2022
	Visualisierung der COVID-19-Inzidenzen und Behandlungskapazitäten mit CoronaVis W. Jentner, F. Sperrle, D. Seebacher, M. Kraus, R. Sevastjanova, M. T. Fischer, U. Schlegel, D. Streeb, M. Miller, T. Spinner, E. Cakmak, M. Sharinghousen, P. Meschenmoser, J. Görtler, O. Deussen, F. Stoffel, H.-J. Kabitz, D. A. Keim, M. El-Assady, J. F. Buchmüller 2022
	MediCoSpace: Visual Decision-Support for Doctor-Patient Consultations Using Medical Concept Spaces from EHRs S. Van Der Linden, R. Sevastjanova, M. Funk, M. El-Assady ACM Trans. Manage. Inf. Syst., DOI: 10.1145/3564275, 2022
	A Comprehensive Workflow For Effective Imitation and Reinforcement Learning With Visual Analytics Y. Metz, U. Schlegel, D. Seebacher, M. El-Assady, D. A. Keim EuroVis Workshop on Visual Analytics (EuroVA), DOI: 10.2312/eurova.20221074, 2022
	Semantic Color Mapping: A Pipeline for Assigning Meaningful Colors to Text M. El-Assady, R. Kehlbeck, Y. Metz, U. Schlegel, R. Sevastjanova, F. Sperrle, T. Spinner IEEE 4th Workshop on Visualization Guidelines in Research, Design, and Education (VisGuides), 2022
	Why Visualize? Untangling a Large Network of Arguments D. Streeb, M. El-Assady, D. A. Keim, M. Chen Transactions on Visualization and Computer Graphics, DOI: 10.1109/TVCG.2019.2940026, 2021
	Task-based Visual Interactive Modeling: Decision Trees and Rule-based Classifiers D. Streeb, Y. Metz, U. Schlegel, B. Schneider, M. El-Assady, H. Neth, M. Chen, D. A. Keim Transactions on Visualization and Computer Graphics, DOI: 10.1109/TVCG.2020.3045560, 2021
	Why Visualize? Arguments for Visual Support in Decision-Making D. Streeb, M. El-Assady, D. A. Keim, M. Chen Computer Graphics & Applications, DOI: 10.1109/MCG.2021.3055971, 2021
	CommAID: Visual Analytics for Communication Analysis through Interactive Dynamics Modeling M. T. Fischer, D. Seebacher, R. Sevastjanova, D. A. Keim, M. El-Assady Computer Graphics Forum, DOI: 10.1111/cgf.14286, 2021
	Learning Contextualized User Preferences for Co-Adaptive Guidance in Mixed-Initiative Topic Model Refinement F. Sperrle, H. Schäfer, D. A. Keim, M. El-Assady Computer Graphics Forum, DOI: 10.1111/cgf.14301, 2021
	A Survey of Human-Centered Evaluations in Human-Centered Machine Learning F. Sperrle, M. El-Assady, G. Guo, R. Borgo, D. H. Chau, A. Endert, D. A. Keim Computer Graphics Forum, DOI: 10.1111/cgf.14329, 2021
	Co-Adaptive Visual Data Analysis and Guidance Processes F. Sperrle, A. Jeitler, J. Bernard, D. A. Keim, M. El-Assady Computers & Graphics, DOI: 10.1016/j.cag.2021.06.016, 2021
	Explaining Contextualization in Language Models using Visual Analytics R. Sevastjanova, A.-L. Kalouli, C. Beck, H. Hauptmann, M. El-Assady Proc. of the 59th Annual Meeting of the Association for Computational Linguistics, DOI: 10.18653/v1/2021.acl-long.39, 2021
	VisInReport: Complementing Visual Discourse Analytics Through Personalized Insight Reports R. Sevastjanova, M. El-Assady, A. J. Bradley, C. Collins, M. Butt, D. A. Keim IEEE Transactions on Visualization and Computer Graphics, DOI: 10.1109/TVCG.2021.3104026, 2021
	QuestionComb: A Gamification Approach for the Visual Explanation of Linguistic Phenomena through Interactive Labeling R. Sevastjanova, W. Jentner, F. Sperrle, R. Kehlbeck, J. Bernard, M. El-Assady Association for Computing Machinery, DOI: https://doi.org/10.1145/3429448, 2021
	The Role of Interactive Visualization in Fostering Trust in AI E. Beauxis-Aussalet, M. Behrisch, R. Borgo, D. H. Chau, C. Collins, M. El-Assady, D. A. Keim, D. Oelke, T. Schreck, H. Strobelt IEEE Computer Graphics and Applications, DOI: 10.1109/MCG.2021.3107875, 2021
	Speculative Execution of Similarity Queries: Real-Time Parameter Optimization through Visual Exploration T. Spinner, U. Schlegel, M. Schall, F. Sperrle, R. Sevastjanova, B. Gobbo, J. Rauscher, M. El-Assady, D. A. Keim Proceedings of the Workshops of the {EDBT/ICDT} 2021 Joint Conference, 2021
	Semantic Concept Spaces : Guided Topic Model Refinement using Word-Embedding Projections M. El-Assady, R. Kehlbeck, C. Collins, D. A. Keim, O. Deussen IEEE Transactions on Visualization and Computer Graphics, DOI: 10.1109/TVCG.2019.2934654, 2020
	DataShiftExplorer: Visualizing and Comparing Change in Multidimensional Data for Supervised Learning B. Schneider, D. A. Keim, M. El-Assady 11th International Conference on Information Visualization Theory and Applications (IVAPP 2020, Short-paper, to appear), 2020
	Towards Visual Debugging for Multi-Target Time Series Classification U. Schlegel, E. Cakmak, H. Arnout, M. El-Assady, D. Oelke, D. A. Keim ACM Conference on Intelligent User Interfaces (IUI), 2020
	v-plots: Designing Hybrid Charts for the Comparative Analysis of Data Distributions M. Blumenschein, L. J. Debbeler, N. C. Lages, B. Renner, D. A. Keim, M. El-Assady Computer Graphics Forum, DOI: 10.1111/cgf.14002, 2020
	Learning and Teaching in Co-Adaptive Guidance for Mixed-Initiative Visual Analytics F. Sperrle, A. Jeitler, J. Bernard, D. A. Keim, M. El-Assady EuroVis Workshop on Visual Analytics (EuroVA), DOI: 10.2312/eurova.20201088, 2020
	Breaking the Curse of Visual Analytics: Accommodating Virtual Reality in the Visualization Pipeline M. Kraus, M. Miller, J. Buchmüller, M. Stein, N. Weiler, D. A. Keim, M. El-Assady In Computer Vision, Imaging and Computer Graphics Theory and Applications. VISIGRAPP 2019. Communications in Computer and Information Science, vol 1182. Springer, Cham., DOI: 10.1007/978-3-030-41590-7_11, 2020
	Augmenting Sheet Music with Rhythmic Fingerprints D. Fürst, M. Miller, D. A. Keim, A. Bonnici, H. Schäfer, M. El-Assady Proceedings of the Workshop on Visualization for the Digital Humanities (VIS4DH) at IEEE VIS 2020, DOI: 10.1109/VIS4DH51463.2020.00007, 2020
	An Empirical Study of Explainable AI Techniques on Deep Learning Models For Time Series Tasks U. Schlegel, D. Oelke, D. A. Keim, M. El-Assady Workshop on Pre-registration @ NeurIPS, 2020
	A Comparative Analysis of Industry Human-AI Interaction Guidelines A. P. Wright, Z. J. Wang, H. Park, G. Guo, F. Sperrle, M. El-Assady, A. Endert, D. A. Keim, D. H. Chau Proc. VIS Workshop on TRust and EXpertise in Visual Analytics, 2020
	Visual Analytics for Topic Model Optimization based on User-Steerable Speculative Execution M. El-Assady, F. Sperrle, O. Deussen, D. A. Keim, C. Collins IEEE Transactions on Visualization and Computer Graphics, DOI: 10.1109/TVCG.2018.2864769, 2019
	Human Trust Modeling for Bias Mitigation in Artificial Intelligence F. Sperrle, U. Schlegel, D. A. Keim, M. El-Assady ACM CHI 2019 Workshop: Where is the Human? Bridging the Gap Between AI and HCI, 2019
	Visual Analytics of Conversational Dynamics D. Seebacher, M. T. Fischer, R. Sevastjanova, D. A. Keim, M. El-Assady EuroVis Workshop on Visual Analytics (EuroVA)., DOI: 10.2312/eurova.20191130, 2019
	lingvis.io - A Linguistic Visual Analytics Framework M. El-Assady, W. Jentner, F. Sperrle, R. Sevastjanova, A. Hautli-Janisz, M. Butt, D. A. Keim DOI: 10.18653/v1/P19-3003, 2019
	Augmenting Music Sheets with Harmonic Fingerprints (Best Paper Award) M. Miller, A. Bonnici, M. El-Assady The 19th ACM Symposium on Document Engineering, DOI: 10.1145/3342558.3345395, 2019
	VIANA: Visual Interactive Annotation of Argumentation F. Sperrle, R. Sevastjanova, R. Kehlbeck, M. El-Assady Proceedings of IEEE Conference on Visual Analytics Science and Technology (VAST), DOI: 10.1109/VAST47406.2019.8986917, 2019
	explAIner: A Visual Analytics Framework for Interactive and Explainable Machine Learning T. Spinner, U. Schlegel, H. Schäfer, M. El-Assady IEEE Transactions on Visualization and Computer Graphics, DOI: 10.1109/TVCG.2019.2934629, 2019
	Framing Visual Musicology through Methodology Transfer M. Miller, H. Schäfer, M. Kraus, M. Leman, D. A. Keim, M. El-Assady Proceedings of the Workshop on Visualization for the Digital Humanities (VIS4DH) at IEEE VIS 2019, 2019
	Shall we play? – Extending the Visual Analytics Design Space through Gameful Design Concepts R. Sevastjanova, H. Schäfer, J. Bernard, D. A. Keim, M. El-Assady Machine Learning from User Interactions for Visualization and Analytics, IEEE VIS 2019 workshop, 2019
	Visual Pattern Analysis using Digital Sheet Music M. Miller, H. Schäfer, A. Bonnici, M. El-Assady Late Breaking/Demos of the International Conference on Music Information Retrieval (ISMIR), 2019
	Towards a Rigorous Evaluation of XAI Methods on Time Series U. Schlegel, H. Arnout, M. El-Assady, D. Oelke, D. A. Keim Workshop on Interpreting and Explaining Visual Artificial Intelligence Models @ ICCV, DOI: 10.1109/ICCVW.2019.00516, 2019
	Towards XAI: structuring the processes of explanations M. El-Assady, W. Jentner, R. Kehlbeck, U. Schlegel, R. Sevastjanova, F. Sperrle, T. Spinner, D. A. Keim Proceedings of the ACM Workshop on Human-Centered Machine Learning, Glasgow, UK, 2019
	Progressive Learning of Topic Modeling Parameters: A Visual Analytics Framework M. El-Assady, R. Sevastjanova, F. Sperrle, D. A. Keim, C. Collins IEEE Transactions on Visualization and Computer Graphics, DOI: 10.1109/TVCG.2017.2745080, 2018
	Quality Metrics for Information Visualization M. Behrisch, M. Blumenschein, N. W. Kim, L. Shao, M. El-Assady, J. Fuchs, D. Seebacher, A. Diehl, U. Brandes, H. Pfister, T. Schreck, D. Weiskopf, D. A. Keim Computer Graphics Forum, DOI: 10.1111/cgf.13446, 2018
	VisGuides: A Forum for Discussing Visualization Guidelines A. Diehl, A. Abdul-Rahman, M. El-Assady, B. Bach, D. A. Keim, M. Chen EuroVis 2018 - Short Papers, DOI: 10.2312/eurovisshort.20181079, 2018
	ThreadReconstructor: Modeling Reply-Chains to Untangle Conversational Text through Visual Analytics M. El-Assady, R. Sevastjanova, D. A. Keim, C. Collins Computer Graphics Forum, DOI: 10.1111/cgf.13425, 2018
	Explorative visuelle Textanalyse von politischen Debatten V. Gold, M. El-Assady, C. Rohrdantz Computational Social Science. Die Analyse von Big Data, 2018
	Bridging Text Visualization and Mining: A Task-Driven Survey S. Liu, X. Wang, C. Collins, W. Dou, F. Ouyang, M. El-Assady, L. Jiang, D. A. Keim IEEE Transactions on Visualization and Computer Graphics, DOI: 10.1109/TVCG.2018.2834341, 2018
	Augmenting Public Deliberations through Stream Argument Analytics and Visualisations B. Plüss, F. Sperrle, V. Gold, M. El-Assady, A. Hautli, K. Budzynska, C. Reed Leipzig Symposium on Visualization in Applications, 2018
	LTMA: Layered Topic Matching for the Comparative Exploration, Evaluation, and Refinement of Topic Modeling Results M. El-Assady, F. Sperrle, R. Sevastjanova, M. Sedlmair, D. A. Keim 2018 International Symposium on Big Data Visual and Immersive Analytics (BDVA), DOI: 10.1109/BDVA.2018.8534018, 2018
	Towards Deliberation Analytics: Stream Processing of Argument Data for Deliberative Communication V. Gold, B. Plüss, M. El-Assady, F. Sperrle, K. Budzynska, A. Hautli, C. Reed Argumentation and Society Workshop at the International Conference on Computational Models of Argument, 2018
	Speculative Execution for Guided Visual Analytics F. Sperrle, J. Bernard, M. Sedlmair, D. A. Keim, M. El-Assady Workshop for Machine Learning from User Interaction for Visualization and Analytics at IEEE VIS, 2018
	Analyzing Visual Mappings of Traditional and Alternative Music Notation M. Miller, J. Häußler, M. Kraus, D. A. Keim, M. El-Assady Proceedings of the Workshop on Visualization for the Digital Humanities (VIS4DH) at IEEE VIS 2018, 2018
	ADD-up: Visual Analytics for Augmented Deliberative Democracy B. Plüss, M. El-Assady, F. Sperrle, V. Gold, K. Budzynska, A. Hautli, C. Reed 7th International Conference on Computational Models of Argument, Demo Paper, DOI: 10.3233/978-1-61499-906-5-471, 2018
	Visualisierung von deliberativer Kommunikation: Möglichkeiten und Potenziale für Planungs- und Beteiligungsverfahren V. Gold, M. El-Assady DOI: 10.2370/9783844054392, 2018
	Going beyond Visualization: Verbalization as Complementary Medium to Explain Machine Learning Models R. Sevastjanova, F. Beck, B. Ell, C. Turkay, R. Henkin, M. Butt, D. A. Keim, M. El-Assady Workshop on Visualization for AI Explainability, 2018
	Mixed-Initiative Active Learning for Generating Linguistic Insights in Question Classification R. Sevastjanova, M. El-Assady, A. Hautli, A.-L. Kalouli, R. Kehlbeck, O. Deussen, D. A. Keim, M. Butt DSIA: Data Systems for Interactive Analysis, 2018
	Minions, Sheep, and Fruits: Metaphorical Narratives to Explain Artificial Intelligence and Build Trust W. Jentner, R. Sevastjanova, F. Stoffel, D. A. Keim, J. Bernard, M. El-Assady Workshop on Visualization for AI Explainability, 2018
	Distances, Neighborhoods, or Dimensions? Projection Literacy for the Analysis of Multivariate Data D. Streeb, R. Kehlbeck, D. Jäckle, M. El-Assady Proceedings of VisxAI: Workshop on Visualization for AI Explainability, 2018
	Visualization and the Digital Humanities: Moving Toward Stronger Collaborations A. J. Bradley, M. El-Assady, K. Coles, E. Alexander, M. Chen, C. Collins, S. Jänicke, D. J. Wrisley IEEE Computer Graphics and Applications, DOI: 10.1109/MCG.2018.2878900, 2018
	Feature Alignment for the Analysis of Verbatim Text Transcripts W. Jentner, M. El-Assady, B. Gipp, D. A. Keim EuroVis Workshop on Visual Analytics (EuroVA), DOI: 10.2312/eurova.20171113, 2017
	NEREx: Named-Entity Relationship Exploration in Multi-Party Conversations M. El-Assady, R. Sevastjanova, B. Gipp, D. A. Keim, C. Collins Computer Graphics Forum, DOI: 10.1111/cgf.13181, 2017
	Visual Analysis of Geolocated Echo Chambers in Social Media M. Hundt, B. Schneider, M. El-Assady, D. A. Keim, A. Diehl EuroVis 2017 - Posters, DOI: 10.2312/eurp.20171185, 2017
	Interactive Visual Analysis of Transcribed Multi-Party Discourse M. El-Assady, A. Hautli, V. Gold, M. Butt, K. Holzinger, D. A. Keim Association for Computational Linguistics, System Demonstrations, DOI: 10.18653/v1/P17-4009, 2017
	Rhetorical Strategies in German Argumentative Dialogs A. Hautli, M. El-Assady Argument & Computation, DOI: 10.3233/AAC-170022, 2017
	Risk the Drift! Stretching Disciplinary Boundaries through Critical Collaborations between the Humanities and Visualization U. Hinrichs, M. El-Assady, A. Bradley, S. Forlini, C. Collins 2nd IEEE VIS Workshop on Visualization for the Digital Humanities as part of the IEEE VIS 2017, 2017
	Argumentanalyse in digitalen Textkorpora M. Butt, G. Heyer, K. Holzinger, C. Kantner, D. A. Keim, J. Kuhn, G. Schaal, A. Blessing, S. Dumm, M. El-Assady, V. Gold, M. Lemke, M. Müller, A. Niekler, M. Overbeck, G. Wiedemann Digital Humanities im deutschsprachigen Raum, 2016
	ConToVi: Multi-Party Conversation Exploration using Topic-Space Views M. El-Assady, V. Gold, C. Acevedo, C. Collins, D. A. Keim Computer Graphics Forum, DOI: 10.1111/cgf.12919, 2016
	Dynamite: Dynamic Monitoring Interface for Task Ensembles W. Jentner, M. El-Assady, D. Sacha, D. Jäckle, F. Stoffel IEEE Conference on Visual Analytics Science and Technology (VAST Challenge 2016 MC1) (Award - Notable Support for Streaming Analysis), 2016
	Visual Text Analytics in Context of Digital Humanities M. El-Assady, V. Gold, M. John, T. Ertl, D. A. Keim Published at the 1st IEEE VIS Workshop on Visualization for the Digital Humanities as part of the IEEE VIS 2016, October 24th, 2016, Baltimore, Maryland, USA, 2016
	Tools and Methods for Processing and Visualizing Large Corpora G. Schneider, M. El-Assady, H. M. Lehmann Studies in Variation, Contacts and Change in English, 2016
	Generative Data Models for Validation and Evaluation of Visualization Techniques C. Schulz, A. Nocaj, M. El-Assady, S. Frey, M. Hlawatsch, M. Hund, G. Karch, R. Netzel, C. Schätzle, M. Butt, D. A. Keim, T. Ertl, U. Brandes, D. Weiskopf BELIV '16: Beyond Time And Errors: Novel Evaluation Methods For Visualization, DOI: 10.1145/2993901.2993907, 2016
	VisArgue - A Visual Text Analytics Framework for the Study of Deliberative Communication M. El-Assady, V. Gold, W. Jentner, M. Butt, K. Holzinger, D. A. Keim Proceedings of The International Conference on the Advances in Computational Analysis of Political Text (PolText2016), 2016
	VisArgue: Analysis and Visualization of Deliberative Political Communication V. Gold, A. Hautli, K. Holzinger, M. El-Assady Political Communication Report, Special Issue on ‘Fresh Perspectives in Deliberation Research’, 2016
	Exploratory Text Analysis using Lexical Episode Plots V. Gold, C. Rohrdantz, M. El-Assady Eurographics Conference on Visualization (EuroVis) - Short Papers, DOI: 10.2312/eurovisshort.20151130, 2015
	Visual Linguistic Analysis of Political Discussions: Measuring Deliberative Quality V. Gold, M. El-Assady, T. Bögel, M. Butt, K. Holzinger, D. A. Keim, C. Rohrdantz Digital Scholarship in the Humanities, DOI: 10.1093/llc/fqv033, 2015
	Dialogue or Monologues - The Effect of Topic Divergence on Negotiation Results M. Bayer, M. El-Assady European Consortium for Political Research, 2015
	Predictive Visual Analytics – Approaches for Movie Ratings and Discussion of Open Research Challenges M. El-Assady, W. Jentner, M. Stein, F. Fischer, T. Schreck, D. A. Keim Proceedings of the IEEE VIS 2014 Workshop Visualization for Predictive Analytics, 2014
	Visual Analytics for the Prediction of Movie Rating and Box Office Performance M. El-Assady, D. Hafner, M. Hund, A. Jäger, W. Jentner, C. Rohrdantz, F. Fischer, S. Simon, T. Schreck, D. A. Keim VAST Challenge 2013 - Award for Effective Analytics, 2013
	What’s Going On? How Twitter and Online News Can Work in Synergy to Increase Situational Awareness C. Rohrdantz, M. Krstajic, M. El-Assady, D. A. Keim Published at the 2nd IEEE Workshop on Interactive Visual Text Analytics ”Task-Driven Analysis of Social Media” as part of the IEEE VisWeek 2012, October 15th, 2012, Seattle, Washington, USA, 2012