Johannes Zenkert | Teachings
Lectures
- Wissensbasierte Systeme II (WS 2021/2022)
- Wissensbasierte Systeme I (SS 2021)
- Wissensbasierte Systeme II (WS 2020/2021)
- Wissensbasierte Systeme I (SS 2020)
- Wissensbasierte Systeme II (WS 2019/2020)
- Wissensbasierte Systeme I (SS 2019)
- Wissensbasierte Systeme II (WS 2018/2019)
- Wissensbasierte Systeme I (SS 2018)
- Wissensbasierte Systeme II (WS 2017/2018)
- Proseminar "NoSQL Datenbanktechnologien" (WS 2017/2018, Fachgruppe Praktische Informatik (Prof. Kelter))
- Wissensbasierte Systeme I (SS 2017)
- Wissensbasierte Systeme II (WS 2016/2017)
- Wissensbasierte Systeme I (SS 2016)
Supervised Theses
Finished:
Topic: Design and implementation of Content Creation Platform for Teachers using MEAN Stack Technology
Type: Master Thesis (Computer Science)
Tutor: Johannes Zenkert; Examiner: Prof. Dr.-Ing. M. Fathi
Topic: Design and Realization of an Activity-based Chatbot as Android Application for Enhanced Distance Learning
Type: Master Thesis (Computer Science)
Tutor: Johannes Zenkert; Examiner: Prof. Dr.-Ing. M. Fathi
Topic: Conceptual design and prototypical implementation of the alpha algorithm for real-time
process discovery of the sales document flow with SAP S/4HANA
Type: Master thesis (Business Informatics)
Tutor: Johannes Zenkert; Examiner: Prof. Dr.-Ing. M. Fathi
Topic: Text Recognition and Information Extraction from Videos through Optical Character Recognition
and Text Mining in Android
Type: Bachelor thesis (Informatics)
Tutor: Johannes Zenkert; Examiner: Prof. Dr.-Ing. M. Fathi
Topic: An overview of the state of the art in the field of automatic sarcasm detection compared
to humans
Type: Bachelor thesis (Informatics)
Tutor: Johannes Zenkert; Examiner: Prof. Dr.-Ing. M. Fathi
Topic: Conceptual design and implementation of a prototype for processing and storage of
mobility data in a MongoDB considering the performant provisioning
Type: Bachelor thesis (Informatics)
Tutor: Johannes Zenkert; Examiner: Prof. Dr.-Ing. M. Fathi
Topic: The effects of nanographene in cells - An analysis of temporal effects in MATLAB
Type: Master thesis (Mechatronics)
Tutor: Johannes Zenkert; Examiner: Prof. Dr.-Ing. M. Fathi
Topic: Design and implementation of an e-commerce web application - state of the Type of
existing
content management and web store solutions for the African market using the example of
Cameroon
Type: Master thesis (Informatics)
Tutor: Johannes Zenkert; Examiner: Prof. Dr.-Ing. M. Fathi
Topic: Analysis and conception of a hospital information system - A case study and prototypical
implementation with the clinic "Hospital Famla de Bafoussam" in Cameroon
Type: Master thesis (Informatics)
Tutor: Johannes Zenkert; Examiner: Prof. Dr.-Ing. M. Fathi
Topic: A Comparison of Modern Chatbot Architectures - Overview, Implementation and Evaluation on
Natural Language Software Agents
Type: Master thesis (Mechatronics)
Tutor: Johannes Zenkert; Examiner: Prof. Dr.-Ing. M. Fathi
Topic: Visualization of Business Processes with Process Mining
Type: Master project thesis (Business Informatics)
Tutor: Johannes Zenkert; Examiner: Prof. Dr.-Ing. M. Fathi
Topic: The Usage of Natural Langauge Processing in Assistive Technologies – Development and
Evaluation of
an approach for the integration of Natural Language Processing in Assistive Technologies regarding
the
example of a commercial application
Type: Master thesis (Business Informatics)
Tutor: Johannes Zenkert; Examiner: Prof. Dr.-Ing. M. Fathi, Dr. Anke Schüll
Topic: Design and implementation of a prototypical question-answering system
Type: Master thesis (Informatics)
Tutor: Johannes Zenkert; Examiner: Prof. Dr.-Ing. M. Fathi
Topic: Client-side deep learning through classification of clickbaits in German
language
Type: Master thesis (Business Informatics)
Tutor: Johannes Zenkert; Examiner: Prof. Dr.-Ing. M. Fathi, Dr. Anke Schüll
Topic: Development of a web application with R-Shiny for the evaluation of nursing data within
the
QVIDAP
Project
Type: Master thesis (Medical Informatics)
Tutor: Johannes Zenkert; Examiner: Prof. Dr.-Ing. M. Fathi
Topic: Natural Language Generation and Conversational Commerce - A Literature Study and
Prototypical
Evaluation
Type: Master project thesis (Business Informatics)
Tutor: Johannes Zenkert; Examiner: Prof. Dr.-Ing. M. Fathi
Topic: Textzusammenfassung in der E-Mail Kommunikation - Analyse und prototypische
Realisierung
Type: Master thesis
Tutor: Johannes Zenkert; Examiner: Prof. Dr.-Ing. M. Fathi, Dr. Anke Schüll
Topic: Live Text Recognition and Information Extraction from Images through Optical Character
Recognition and Text Mining
Type: Master thesis
Tutor: Johannes Zenkert; Examiner: Prof. Dr.-Ing. M. Fathi
Topic: NLP Question Answering - Literaturstudie und exemplarische Demonstration mit
BERT
Type: Master project thesis
Tutor: Johannes Zenkert; Examiner: Prof. Dr.-Ing. M. Fathi
Topic: Search-oriented knowledge graph construction from MKR structure through neo4j and Cypher
query language
Type: Student Research Project (Mechatronics)
Tutor: Hasan Abu Rasheed, Johannes Zenkert; Examiner: Prof. Dr.-Ing. M. Fathi
Topic: Comparison and Evaluation of Hadoop and Spark in the Domain of Text Analysis
Type: Bachelor thesis
Tutor: Johannes Zenkert; Examiner: Prof. Dr.-Ing. M. Fathi, Dr. Anke Schüll
Topic: Sentiment analysis of forum postings - analysis of sentiment and converstaion
trends
Type: Bachelor thesis
Tutors: Alexander Heimes, Patrick Mischur, Johannes Zenkert; Examiner: Prof. Dr.-Ing. M. Fathi, Dr. Anke
Schüll
Topic: Konzeptionierung und Implementierung eines Fragekatalogs zur Bedarfsanalyse mithilfe des
Periodensystems der Künstlichen Intelligenz
Type: Master thesis
Tutor: Johannes Zenkert; Examiners: Prof. Dr.-Ing. M. Fathi, Dr. Anke Schüll
Topic: Conception and Implementation of a Web-Application for Evaluation of different Text
Summarization Methods
Type: Master thesis
Tutor: Johannes Zenkert; Examiner: Prof. Dr.-Ing. M. Fathi
Topic: Big Data Analytics in Predictive Maintenance - Using Apache Spark for Data Analysis,
Prediction and Fault Prevention
Type: Master thesis
Tutor: Johannes Zenkert; Examiner: Prof. Dr.-Ing. M. Fathi
Topic: Erweiterung des inQS Data Explorer - Konzeptionierung und Implementierung einer
dynamischen Visualisierungskomponente zur Auswertung von Pflegedaten
Type: Bachelor thesis
Tutor: Johannes Zenkert; Examiner: Prof. Dr.-Ing. M. Fathi
Topic: Conception and implementation of a system for sentiment analysis of user-generated
content in the financial sector
Type: Master thesis
Tutor: Johannes Zenkert; Examiners: Prof. Dr.-Ing. M. Fathi, Dr. Anke Schüll
Topic: Optimierung einer bestehenden Faktenextrahierung für deutschsprachige Texte - Analyse von
möglichen Verbesserungsansätzen und Realisierung einer semantischen Suche
Type: Bachelor thesis
Tutor: Johannes Zenkert, Alexander Heimes; Examiner: M. Fathi
Topic: Konzeptionierung und Implementierung eines Systems zur Sentimentanalyse von
nutzergeneriertem Content im Finanzbereich
Type: Master thesis
Tutor: Johannes Zenkert; Examiner: M. Fathi, Dr. Anke Schüll
Topic: Text Mining zur Analyse von nutzergeneriertem Content im Finanzbereich - eine
Literaturstudie
Type: Master - Project work
Tutor: Johannes Zenkert; Examiner: M. Fathi
Topic: Generation of texts using a Sequence2Sequence model - Evaluation of results using ROUGE
methodology
Type: Bachelor thesis
Tutor: Johannes Zenkert; Examiner: M. Fathi
Topic: The inQS Mobile Application - A Tool to
Collect, Visualize and Analyze Patient Data
by Building Insightful Dashboards
Type: Master thesis
Tutor: Johannes Zenkert; Examiner: Prof. Dr.-Ing. M. Fathi
Topic: Using Convolutional Neural Networks and Recurrent Neural Networks to create Image
Captions
Type: Master thesis
Tutor: Johannes Zenkert; Examiner: Prof. Dr.-Ing. M. Fathi
Topic: Text Mining zur Analyse von nutzergeniertem Content im Finanzbereich - Eine
Literaturstudie
Type: Master project thesis
Tutor: Johannes Zenkert; Examiner: Prof. Dr.-Ing. M. Fathi
Topic: Sentiment analysis in french language - An overview of state-of-the-Type methods and
prototypical implementation
Type: Master thesis
Tutor: Johannes Zenkert; Examiner: Prof. Dr.-Ing. M. Fathi
Topic: Application of data mining methods for the evaluation of medical risk factors in the data
set of the inQS project
Type: Bachelor thesis
Tutor: Johannes Zenkert; Examiner: Prof. Dr.-Ing. M. Fathi,
Topic: Conceptual design and implementation of a R Shiny web application for the visualization
of patient data and quality indicators of the inQS project
Type: Bachelor thesis
Tutor: Johannes Zenkert; Examiner: Prof. Dr.-Ing. M. Fathi,
Topic: Applied Analysis of Time Series and Financial Market Data - Investigation and Prediction
Using Deep Neural Networks
Type: Master thesis
Tutor: Johannes Zenkert; Examiner: Prof. Dr.-Ing. M. Fathi
Topic: Implementierung eines Verfahrens zur Identifikation von Themenschwerpunkten mittels
Wortassoziationen in Nachrichtentexten
Type: Bachelor thesis
Tutor: Johannes Zenkert; Examiner: Prof. Dr.-Ing. M. Fathi
Topic: Word-Sense Disambiguation mithilfe Neuronaler Netze - Prototypische Realisierung eines
Tools zur Wikification von Texten
Type: Master thesis
Tutor: Johannes Zenkert; Examiners: Prof. Dr.-Ing. M. Fathi, Dr. A. Schüll
Topic: Remotino: Ein Prototyping- und Debugging- Werkzeug zur Entwicklung eingebetteter
Systeme
Type: Bachelor thesis
Tutor: Christian Weber, Julian Dax, Johannes Zenkert; Examiner: Volkmar Pipek, M. Fathi
Topic: Konzeptionierung und
Implementierung eines Systems zur
aspektorientierten Sentimentanalyse von
textbasierten Produktrezensionen
Type: Master
thesis
Tutor(s): Johannes Zenkert; Examiners: Prof. M.
Fathi, Dr. A. Schüll
Topic: Integration von unstrukturierten
Daten aus Textdokumenten in eine multidimensionale
Wissensbasis durch den Einsatz und Kombination von
Text Mining Methoden
Type: Diploma
thesis
Tutor(s): Johannes Zenkert; Examiners: Prof. M.
Fathi, Dr. A. Schüll
Topic: Digitale Fehlermeldung in der
Fertigung eines Anlagenbauers
Type: Diploma
thesis
Tutor(s): Johannes Zenkert; Examiners: Prof. M.
Fathi, Dr. A. Schüll
Topic: Entwicklung eines cloudbasierten
Managementsystems zur Synchronisation und
dynamischen Gruppierung von
Kontaktprofilen
Type: Diploma
thesis
Tutor(s): Johannes Zenkert; Examiners: Prof. M.
Fathi, Dr. A. Schüll
Topic: Entwicklung einer Wissensbasis
basierend auf einer mehrdimensionalen
Faktenextrahierung – Konzeptionierung und
Realisierung eines modularen
Web-Mining-Tools
Type: Master
thesis
Tutor(s): Johannes Zenkert; Examiners: M. Fathi,
Dr. A. Schüll
Topic: Implementierung eines lernfähigen
PType-of-speech-Taggers auf Basis des Hidden Markov
Models - Konzeptionierung und Realisierung eines
modularen Text-Mining-Tools
Type: Master
thesis
Tutor(s): Johannes Zenkert; Examiners: Prof. M.
Fathi, Dr. A. Schüll
Topic: Modelling and Analysis of Smart
Mobility from Trajectory Data using Big Data
Analytics
Type: Master
thesis
Tutor(s): Johannes Zenkert; Examiner: Prof. M.
Fathi
Topic: Konzeptionierung eines Vorgehensmodells zur aspektorientierten Sentimentanalyse von
textbasierten Produktrezensionen
Type:
Master project thesis
Tutor(s): Johannes Zenkert; Examiner: Prof. M. Fathi
Topic: Untersuchung (semi-)automatischer Transformationen von ETL-Prozessen hinsichtlich
verteilter Ausführung
Type:
Master thesis
Tutor(s): Dr. Anke Schüll, Johannes Zenkert; Examiner: M. Fathi
Topic: Conceptualization and Design of a Data-driven Model for Proactive Maintenance of Wind
Power Plants
Type:
Master thesis
Tutor(s): Fazel Ansari, Johannes Zenkert; Examiners: Prof. M. Fathi, Dr. A. Schüll
Topic: Transparente Volumenreduktion für ein RDBMS-basiertes CMS
Type: Diploma thesis
Tutor: Johannes Zenkert; Examiner: Prof. Dr.-Ing. M. Fathi
Topic: Automatisierte Textextraction - Ein erweiterter Ansatz
Type: Master-Project thesis
Tutor: Johannes Zenkert; Examiner: Prof. M. Fathi
Topic: Themenorientierte Sentimentanalyse in
semantischen Webstrukturen - Konzeptionierung und
Realisierung eines prototypischen Web Mining
Werkzeugs
Type: Master
thesis
Tutor: Johannes Zenkert; Examiners: Prof. Dr.-Ing. M.
Fathi, Dr. A. Schüll
Topic: Conceptual design and prototypical realization of an optimization tool for text-based
product
advertisements in the field of Search Engine Advertising
Type: Master thesis
Tutor: Johannes Zenkert; Examiners: Prof. Dr.-Ing. M. Fathi, Dr. A. Schüll
Topic: Data Warehouse-Testing: Strukturiertes Testen zur Sicherstellung der Datenqualität anhand
einer prototypischen Implementierung für ETL-Prozesse
Type: Bachelor thesis
Tutors: Susanne Dienst, Johannes Zenkert; Examiners: Prof. Dr.-Ing. M. Fathi, Dr. A. Schüll
Topic: Analysis and visualization of social networks
Type: Master-Projektarbeit
Tutor: Johannes Zenkert; Examiner: Prof. Dr.-Ing. M. Fathi