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Offene Abschlussarbeiten - ISE

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Offene Abschlussarbeiten (Bachelor / Master) - Information Service Engineering (ISE)



Analyse the Impact of Text Representation Methods for Iconclass Label Recommendation
Supervisor: Harald Sack, Etienne Posthumus, External Partners: FIZ Karlsruhe

Automated Classification of Mathematical Documents
Supervisor: Harald Sack, Fabian Müller

How Well Do Aliases Represent an Entity?
Supervisor: Harald Sack, Genet Asefa Gesese, External Partners: FIZ Karlsruhe

Is Wikidata Socially Biased?
Supervisor: Harald Sack, Genet Asefa Gesese, Mehwish Alam, External Partners: FIZ Karlsruhe

Knowledge Graph Based Semantic Web Page Tagging
Supervisor: Harald Sack, Matthias Razum, Tabea Tietz, External Partners: FIZ Karlsruhe

Modelling the content of the Illustrated Iconclass as a Graph Database
Supervisor: Harald Sack, Etienne Posthumus, External Partners: FIZ Karlsruhe

Patent Document Summarization with Contextual Embeddings
Supervisor: Harald Sack, Rima Türker, External Partners: FIZ Karlsruhe (https://www.fiz-karlsruhe.de/de/forschung/information-service-engineering)

Potato, Potahto, Iliad, Ilias: Entity Alignment with Knowledge Graph Embeddings and Language Models
Supervisor: Harald Sack, Russa Biswas, Mary Ann Tan

Stamp Detection and Segmentation in Historical Documents
Supervisor: Harald Sack, Russa Biswas, Mahsa Vafaie

Tagging ROI in images to Notation using Annotations - Region of Interest to Meanings Mapping
Supervisor: Harald Sack, Etienne Posthumus, External Partners: FIZ Karlsruhe


Laufende Arbeiten


Abgeschlossene Arbeiten

Analyzing Bias in a Knowledge-Aware News Recommendation System
Status: Abgeschlossen
Beginn: 15 Juni 2021, Supervisor: Ralf Reussner, Harald Sack, Mehwish Alam

Analyzing and Visualizing Twitter Streams based on Trending Hashtags
Status: Abgeschlossen
Beginn: 1 Mai 2020, Supervisor: Mehwish Alam, External Partners: FIZ Karlsruhe

Combining Text and Relational Knowledge for Unsupervised Learning for Downstream Tasks
Status: Abgeschlossen
Beginn: 1 Oktober 2020, Supervisor: Harald Sack, Genet Asefa Gesese, Mehwish Alam

Concept-level Sentiment Analysis with SenticNet and Word Embeddings
Status: Abgeschlossen
Beginn: 5 August 2020, Supervisor: Ralf Reussner, Harald Sack, Danilo Dessì, External Partners: FIZ Karlsruhe

Evaluation of Fine-Grained Text Classification
Status: Abgeschlossen
Beginn: 1 Mai 2020, Supervisor: Harald Sack, Fabian Hoppe, External Partners: FIZ Karlsruhe

Exploiting Language Models for Entity Alignment in Knowledge Graphs
Status: Abgeschlossen
Beginn: 11 Dezember 2021, Supervisor: Harald Sack, Russa Biswas, External Partners: FIZ Karlsruhe (https://www.fiz-karlsruhe.de/de/forschung/information-service-engineering)

Exploring Graph traversal algorithms for Knowledge Graphs
Status: Abgeschlossen
Beginn: 1 Mai 2020, Supervisor: Harald Sack, Russa Biswas, External Partners: FIZ Karlsruhe

Fine-Grained Type Prediction of Entities Using Knowledge Graph Embeddings
Status: Abgeschlossen
Beginn: 1 Juli 2019, Supervisor: Ralf Reussner, Harald Sack, Russa Biswas, External Partners: FIZ Karlsruhe

Handwritten and Printed Text Separation in Historical Documents
Status: Abgeschlossen
Beginn: 1 April 2021, Supervisor: Harald Sack, Mahsa Vafaie, Oleksandra Bruns, External Partners: FIZ Karlsruhe

Image Recognition for the Exploration of Historical Photograph Collections
Status: Abgeschlossen
Beginn: 1 Juni 2021, Supervisor: Ralf Reussner, Harald Sack, Tabea Tietz, Oleksandra Vsesviatska

Image Recognition for the Exploration of Historical Photograph Collections
Status: Abgeschlossen
Beginn: 1 Juni 2021, Supervisor: Ralf Reussner, Harald Sack, Tabea Tietz, Oleksandra Bruns, External Partners: FIZ Karlsruhe

Image2Type: Entity Type Prediction via Image Analysis
Status: Abgeschlossen
Beginn: 1 Juni 2021, Supervisor: Harald Sack, Marius Zöllner, Mehwish Alam, Russa Biswas

Knowledge Graph Completion Leveraging Neural Language Models
Status: Abgeschlossen
Beginn: 10 Dezember 2022, Supervisor: Harald Sack, Russa Biswas, External Partners: FIZ Karlsruhe

Predicting Price Residuals in Online Car Marketplaces with Natural Language Processing
Status: Abgeschlossen
Beginn: 1 Juni 2018, Supervisor: Harald Sack, Maria Koutraki, Florian Wilhelm, Marcel Kurovski, External Partners: Inovex GmbH

Quality assured information extraction from historical address books for knowledge graph construction
Status: Abgeschlossen
Beginn: 15 Mai 2021, Supervisor: Harald Sack, Tabea Tietz, Oleksandra Bruns, External Partners: FIZ Karlsruhe

Schema Inference and Validation on Wikidata
Status: Abgeschlossen
Beginn: 1 Januar 2018, Supervisor: Ralf Reussner, Harald Sack, Maria Koutraki

Semantic Aggregation and Labeling of the Patent Information Space
Status: Abgeschlossen
Beginn: 31 Mai 2021, Supervisor: Harald Sack, Rima Türker, Hidir Aras, Wilhelm Stork, External Partners: FIZ Karlsruhe

Semantic Exploration of Text Documents with Multi-Faceted Metadata Employing Document Embeddings: Patent Landscaping Use Case
Status: Abgeschlossen
Beginn: 7 Dezember 2018, Supervisor: Harald Sack, Ralf Reussner, Hidir Aras, External Partners: Inovex GmbH

Temporal Signature Dataset from Wikipedia
Status: Abgeschlossen
Beginn: 4 August 2019, Supervisor: Harald Sack, Mehwish Alam, External Partners: FIZ Karlsruhe

Wikipedia List Extraction
Status: Abgeschlossen
Beginn: 1 Juni 2020, Supervisor: Fabian Hoppe, Harald Sack, External Partners: FIZ Karlsruhe

Words Are Not enough! Short Text Classification using Words and Entities
Status: Abgeschlossen
Beginn: 25 Oktober 2018, Supervisor: Ralf Reussner, Harald Sack, Rima Türker, External Partners: FIZ Karlsruhe