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Mennatallah El-Assady

Graduate Student – PhD

I am a Ph.D. candidate at the University of Konstanz, Germany. My doctoral studies are co-supervised by Dr. Christopher Collins and Dr. Daniel Keim.

My general research interest is in combining data mining and machine learning techniques with visual analytics to analyze text data.  In particular, I am working on the automatic analysis and visualization of transcribed spoken text data.

In the context of the VisArgue Project, I am currently developing a visual analytics framework to analyze conversations and political debates.
Contact: http://www.vis.uni-konstanz.de/en/members/el-assady/

Publications

  • M. Shimabukuro, J. Zipf, M. El-Assady, and C. Collins, “H-Matrix: Hierarchical Matrix for Visual Analysis of Cross-Linguistic Features in Large Learner Corpora,” in Proceedings of the IEEE Conference on Information Visualization (short papers), 2019.

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    @InProceedings{shi2019a,
    author = {Mariana Shimabukuro and Jessica Zipf and Mennatallah El-Assady and Christopher Collins},
    title = {H-Matrix: Hierarchical Matrix for Visual Analysis of Cross-Linguistic Features in Large Learner Corpora},
    booktitle = {Proceedings of the IEEE Conference on Information Visualization (short papers)},
    year = 2019
    }

  • M. El-Assady, R. Kehlbeck, C. Collins, D. Keim, and O. Deussen, “Semantic Concept Spaces: Guided Topic Model Refinement using Word-Embedding Projections,” IEEE Transactions on Visualization and Computer Graphics (Proc. IEEE VAST), 2019.

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    @Article{ela2019a,
    author = {Mennatallah El-Assady and Rebecca Kehlbeck and Christopher Collins and Daniel Keim and Oliver Deussen},
    title = {Semantic Concept Spaces: Guided Topic Model Refinement using Word-Embedding Projections},
    journal = {IEEE Transactions on Visualization and Computer Graphics (Proc. IEEE VAST)},
    year = 2019
    }

  • A. J. Bradley, M. El-Assady, K. Coles, E. Alexander, M. Chen, C. Collins, S. Jänicke, and D. J. Wrisley, “Visualization and the Digital Humanities: Moving Toward Stronger Collaborations,” IEEE Computer Graphics and Applications, vol. 38, 2018.

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    @Article{bra2018b,
    author = {Adam James Bradley and Mennatallah El-Assady and Katharine Coles and Eric Alexander and Min Chen and Christopher Collins and Stefan Jänicke and David Joseph Wrisley},
    title = {Visualization and the Digital Humanities: Moving Toward Stronger Collaborations},
    year = 2018,
    month = dec,
    journal = {IEEE Computer Graphics and Applications},
    volume = 38,
    issue = 6
    }

  • M. El-Assady, R. Sevastjanova, F. Sperrle, D. Keim, and C. Collins, “Progressive Learning of Topic Modeling Parameters: A Visual Analytics Framework,” IEEE Transactions on Visualization and Computer Graphics, vol. 24, iss. 1 , pp. 382-391, 2018.

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    @Article{ela2017b,
    author = {Mennatallah El-Assady and Rita Sevastjanova and Fabian Sperrle and Daniel Keim and Christopher Collins},
    title = {Progressive Learning of Topic Modeling Parameters: A Visual Analytics Framework},
    journal = {IEEE Transactions on Visualization and Computer Graphics},
    doi = {10.1109/TVCG.2017.2745080},
    ISSN = { 1077-2626 },
    volume = 24,
    Number = { 1 },
    Pages= { 382–391},
    year = 2018,
    Month = jan,
    note = {Honorable Mention for Best Paper}
    }

  • M. El-Assady, R. Sevastjanova, D. A. Keim, and C. Collins, “ThreadReconstructor: Modeling Reply-Chains to Untangle Conversational Text through Visual Analytics,” Computer Graphics Forum, vol. 37, iss. 3, 2018.

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    @Article{ela2018a,
    author = {Mennatallah El-Assady and Rita Sevastjanova and Daniel A. Keim and Christopher Collins},
    journal = {Computer Graphics Forum},
    publisher = {The Eurographics Association and John Wiley \& Sons Ltd.},
    title = {{ThreadReconstructor: Modeling Reply-Chains to Untangle Conversational Text through Visual Analytics}},
    volume = 37,
    number = 3,
    year = {2018},
    }

  • M. El-Assady, F. Sperrle, O. Deussen, D. Keim, and C. Collins, “Visual Analytics for Topic Model Optimization based on User-Steerable Speculative Execution,” IEEE Transactions on Visualization and Computer Graphics, 2018.

    PDF

    @Article{ela2018b,
    author = {Mennatallah El-Assady and Fabian Sperrle and Oliver Deussen and Daniel Keim and Christopher Collins},
    journal = {IEEE Transactions on Visualization and Computer Graphics},
    publisher = {IEEE},
    title = {Visual Analytics for Topic Model Optimization based on User-Steerable Speculative Execution},
    year = {2018},
    URL = {vialab.science.uoit.ca/wp-content/papercite-data/pdf/ela2018b2.pdf}
    }

  • U. Hinrichs, M. El-Assady, A. J. Bradley, S. Forlini, and C. Collins, “Risk the Drift! Stretching Disciplinary Boundaries through Critical Collaborations between the Humanities and Visualization,” in IEEE VIS Workshop on Visualization for the Digital Humanities (VIS4DH), 2017.

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    @InProceedings{hin2017,
    key = {hin2017},
    author = {Uta Hinrichs and Mennatallah El-Assady and Adam James Bradley and Stefania Forlini and Christopher Collins},
    title = {Risk the Drift! Stretching Disciplinary Boundaries through Critical Collaborations between the Humanities and Visualization},
    booktitle = {IEEE VIS Workshop on Visualization for the Digital Humanities (VIS4DH)},
    year = 2017,
    publisher = {IEEE}
    }

  • M. El-Assady, R. Sevastjanova, B. Gipp, D. Keim, and C. Collins, “NEREx: Named-Entity Relationship Exploration in Multi-Party Conversations,” Computer Graphics Forum, vol. 36, iss. 3, pp. 213-225, 2017.

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    @Article{ela2017a,
    author = {Mennatallah El-Assady and Rita Sevastjanova and Bela Gipp and Daniel Keim and Christopher Collins},
    title = {NEREx: Named-Entity Relationship Exploration in Multi-Party Conversations},
    journal = {Computer Graphics Forum},
    volume = 36,
    pages = {213 — 225},
    number = 3,
    year = 2017
    }

  • M. El-Assady, V. Gold, C. Acevedo, C. Collins, and D. Keim, “ConToVi: Multi-Party Conversation Exploration using Topic-Space Views,” Computer Graphics Forum, vol. 35, iss. 3, pp. 431-440, 2016.

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    @Article{ela2016a,
    author = {Mennatallah El-Assady and Valentin Gold and Carmela Acevedo and Christopher Collins and Daniel Keim},
    title = {ConToVi: Multi-Party Conversation Exploration using Topic-Space Views},
    journal = {Computer Graphics Forum},
    volume = 35,
    number = 3,
    year = 2016,
    pages = {431 — 440 }
    }

  • R. Sevastjanova, M. El-Assady, A. J. Bradley, C. Collins, M. Butt, and D. Keim, “VisInReport: Complementing Visual Discourse Analytics through Personalized Insight Reports”, IEEE Transactions on Visualization and Computer Graphics, p. 1, 2021.

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    @article{rit2021,
    author={Sevastjanova, Rita and El-Assady, Mennatallah and Bradley, Adam James and Collins, Christopher and Butt, Miriam and Keim, Daniel},
    journal={IEEE Transactions on Visualization and Computer Graphics},
    title={VisInReport: Complementing Visual Discourse Analytics through Personalized Insight Reports},
    year={2021},
    pages={1},
    doi={10.1109/TVCG.2021.3104026}
    }

  • E. Beauxis-Aussalet et al., “The Role of Interactive Visualization in Fostering Trust in AI”, IEEE Computer Graphics and Applications, vol 41, no 6, pp. 7–12, 2021.

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    @article{bea2021,
    author={Beauxis-Aussalet, Emma and Behrisch, Michael and Borgo, Rita and Chau, Duen Horng and Collins, Christopher and Ebert, David and El-Assady, Mennatallah and Endert, Alex and Keim, Daniel A. and Kohlhammer, Jörn and Oelke, Daniela and Peltonen, Jaakko and Riveiro, Maria and Schreck, Tobias and Strobelt, Hendrik and van Wijk, Jarke J.},
    journal={IEEE Computer Graphics and Applications},
    title={The Role of Interactive Visualization in Fostering Trust in AI},
    year={2021},
    volume={41},
    number={6},
    pages={7-12},
    doi={10.1109/MCG.2021.3107875}
    }

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