Hasan Abu Rasheed | Teachings
Lectures
- Seminar: Trends und Technologien im Wissensmanagement (SS 2020, WS 2020/21, SS 2021, WS 2021/22)
- Software Engineering (WS 2019/20, WS 2020/21, WS 2021/22)
Supervised Theses
Finished:
Topic: Entwurf und Implementierung einer interaktiven Visualisierung von wissensgraphbasierten Empfehlungen und Erklärungen für eine E-Learning-Plattform
Type: Bachelor thesis (Informatics)
Tutors: Hasan Abu-Rasheed, Mareike Dornhöfer; Examiner: Prof. Dr.-Ing. M. Fathi
Topic: Question-type Exploration and Back-end Design of an Exercise-based Educational Chatbot
Type: Studienarbeit (Mechatronik)
Tutor: Hasan Abu Rasheed; Examiner: Prof. Dr.-Ing. M. Fathi
Topic: Modeling Dynamic Knowledge Graphs for Stakeholder Recommendations Based on Continuously Changing Social Media Data
Type: Masterarbeit (Mechatronics)
Tutor: Hasan Abu Rasheed; Examiner: Prof. Dr.-Ing. M. Fathi
Topic: Investigating the Applicability of Transformer Models for Anomaly Detection in Log Files
Type: Masterarbeit (Mechatronics)
Tutor: Hasan Abu Rasheed; Examiner: Prof. Dr.-Ing. M. Fathi
Topic: Keyword Extractors for Labelling Learning Content. Use Case on the Course Modules of the University of Siegen
Type: Studienarbeit (Mechatronik)
Tutor: Hasan Abu Rasheed; Examiner: Prof. Dr.-Ing. M. Fathi
Topic: Creation of Knowledge Graph from a University Course and Enhancing it with Multimodal Data from Wikipedia and Google
Type: Studienarbeit (Mechatronics)
Tutor: Hasan Abu Rasheed; Examiner: Prof. Dr.-Ing. M. Fathi
Topic: Course Module Search App Based on Learning Outcomes
Type: Studienarbeit (Mechatronics)
Tutor: Hasan Abu Rasheed; Examiner: Prof. Dr.-Ing. M. Fathi
Topic: Conseptual-design and Implementation of a Conversational AI System Based on RASA Framework for Activity-based E-learning Mobile Applications
Type: Masterarbeit (Mechatronics)
Tutor: Hasan Abu Rasheed; Examiner: Prof. Dr.-Ing. M. Fathi
Topic: Enhancing the User Experience When Searching DBpedia Books Using Automated SPARQL Queries and
Result Enrichment with Bert-based Textual Similarity Models
Type: Bachelor thesis (Informatics)
Tutor: Hasan Abu Rasheed; Examiner: Prof. Dr.-Ing. M. Fathi
Topic: Developing Extended Python Modules for Enhancing Data Extraction from Tables in Invoice PDF
Files
Type: Master thesis (Mechatronics)
Tutor: Hasan Abu Rasheed; Examiner: Prof. Dr.-Ing. M. Fathi
Topic: Development of a Cross-Platform Mobile Application for a Graph-Based Retrieval of Relevant
Documents in the Educational Domain
Type: Master thesis (Mechatronics)
Tutor: Hasan Abu Rasheed; Examiner: Prof. Dr.-Ing. M. Fathi
Topic: Intelligent Sequence Recommendations for Online Course Content Based on Learning
Outcomes
Type: Student Research Project (Mechatronics)
Tutor: Hasan Abu Rasheed; Examiner: Prof. Dr.-Ing. M. Fathi
Topic: Mood Acquisition Chatbot for Determining the Basic Emotional Status of an
Educational-System's Users
Type: Student Research Project (Mechatronics)
Tutor: Hasan Abu Rasheed; Examiner: Prof. Dr.-Ing. M. Fathi
Topic: Automatic generation of multi-type exam questions using natural language processing (NLP) for
university courses
Type: Student Research Project (Mechatronics)
Tutor: Hasan Abu Rasheed; Examiner: Prof. Dr.-Ing. M. Fathi
Topic: Extending the multimodal content of a university course from online resources through
knowledge graphs and text mining
Type: Student Research Project (Mechatronics)
Tutor: Hasan Abu Rasheed; Examiner: Prof. Dr.-Ing. M. Fathi
Topic: Comparative study of the explainability potentials within job description and CV matching
task,
through text-mining-based similarity calculation
Type: Student Research Project (Mechatronics)
Tutor: Hasan Abu Rasheed; Examiner: Prof. Dr.-Ing. M. Fathi
Topic: Active Learning for Patient-Centric Data Extraction and Adverse Drug Event (ADE)
Classification
Type: Master thesis (Mechatronics)
Tutor: Hasan Abu Rasheed; Examiner: Prof. Dr.-Ing. M. Fathi
Topic: Generating visual explanations for ML classification tasks of medical imagery
data
Type: Student Research Project (Mechatronics)
Tutor: Hasan Abu Rasheed; Examiner: Prof. Dr.-Ing. M. Fathi
Topic: A concept based on Markov decision process and knowledge graphs for integrating
contextual
information and sensory data in robotic navigation support
Type: Student Research Project (Mechatronics)
Tutor: Hasan Abu Rasheed; Examiner: Prof. Dr.-Ing. M. Fathi
Topic: Development of a Knowledge-graph based search and analytics tool for information
retrieval
from course modules of University of Siegen
Type: Master thesis (Mechatronics)
Tutor: Hasan Abu Rasheed; Examiner: Prof. Dr.-Ing. M. Fathi
Topic: Back to front end development of intelligent root cause analysis algorithm for industrial
failure documents through NLP-based clustering
Type: Master thesis (Mechatronics)
Tutor: Hasan Abu Rasheed; Examiner: Prof. Dr.-Ing. M. Fathi
Topic: Supporting reflective learning with the automatic generation of question from online
educational resources
Type: Student Research Project (Mechatronics)
Tutor: Hasan Abu Rasheed; Examiner: Prof. Dr.-Ing. M. Fathi
Topic: Multimodal course data mining and fusion through knowledge graphs for topic-relation
extraction in study recommendations
Type: Student Research Project (Mechatronics)
Tutor: Hasan Abu Rasheed; Examiner: Prof. Dr.-Ing. M. Fathi
Topic: Intelligent, graph-based crisis response Chat-bot App, for handling critical and
continuously
updated information sources. Use-case: COVID-19 pandemic information
Type: Bachelor thesis (Informatics)
Tutor: Hasan Abu Rasheed; Examiner: Prof. Dr.-Ing. M. Fathi
Topic: Development and comparison of explainability approaches based on natural language
processing
and knowledge graph construction for job recommendation systems
Type: Master thesis (Mechatronics)
Tutor: Hasan Abu Rasheed; Examiner: Prof. Dr.-Ing. M. Fathi
Topic: Adapting language learning tasks into augmented reality and supporting learning
performance and evaluation through the development of an AR-based mobile App
Type: Bachelor thesis (Informatics)
Tutors: Hasan Abu Rasheed, Mareike Dornhöfer; 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