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Einrichtungen >> Fakultät Wirtschaftsinformatik / Angewandte Informatik >> Bereich Angewandte Informatik >> Lehrstuhl für Informationsvisualisierung >>
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VIS-Proj-M: Masterprojekt Informationsvisualisierung - Visualizing a Book (VIS-Proj-M)- Dozentinnen/Dozenten
- Shahid Latif, Cedric Krause, Prof. Dr. Fabian Beck
- Angaben
- Übung
Rein Präsenz
4,00 SWS
Zeit und Ort: Fr 10:00 - 14:00, WE5/05.005
- Voraussetzungen / Organisatorisches
- Beneficiaries: Advanced programming skills; basic knowledge in visualization, human-computer-interaction, or machine learning and data science can be beneficial.
Registration: This course takes part in the central registration: https://vc.uni-bamberg.de/course/view.php?id=24052
- Inhalt
- In the project, students explore and apply different state-of-the-art approaches of applied computer science as a practical exercise. For a given scenario, an advanced interactive visualization application is to be developed in a group effort.
Focus Topic in SS 2022: Visualizing a Book
Books contain rich information about entities (e.g., persons, places), how they are related and interact with each other, and how these relationships evolve in a story over an extended period. Computational linguistic methods can automatically extract these entities and their relationships from digitized books, which can then be visualized to provide high-level summaries, reveal exciting patterns, and allow skimming through these long books. In this project group, we shall aim at creating an interactive dashboard to create aggregated and concise visual summaries of books centered around main characters, their whereabouts, and relationships. To begin with, we shall use longer textbooks (preferably novels or biographies) as our data source and process them using state-of-the-art natural language processing libraries (e.g., Spacy, Hugging Face, NLTK) to reliably extract information that will be needed. We will then leverage visualization libraries either in Python (e.g., matplotlib, plotly) or in JavaScript (e.g., D3js) to create several interconnected visualizations (e.g., node-link diagram, arc diagrams, word clouds, chord diagrams) for showing different perspectives of data.
Learning Goals/Competences
Students learn to work independently on a research-oriented problem and to coordinate this with group members. They design an interactive application that meets the requirements of a given scenario, while understanding the possibilities offered by visual and algorithmic methods. They implement a software system as a team, recognize the challenges of such collaboration, and jointly find solutions.
Other Information
The workload for this module typically is as follows:
- Sessions and group meetings: 45h
- Background research and reading: 15h
- Implementation: 90h
- Documentation and presentation: 30h
- Englischsprachige Informationen:
- Title:
- VIS-Proj-M: Master Project Information Visualization - Visualizing a Book
- Credits: 6
- Zusätzliche Informationen
- Erwartete Teilnehmerzahl: 20
Hinweis für Web-Redakteure:
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