Scholar
Rawaa Alatrash
Google Scholar ID: i8uXpZQAAAAJ
PhD Researcher at University of Duisburg-Essen
Citations & Impact
Citations
382
H-index
11
i10-index
14
Publications
20
Co-authors
7
list available
Publications
Resume (English only)
Academic Achievements
- - 2024:
- * Transparent Learner Knowledge State Modeling using Personal Knowledge Graphs and Graph Neural Networks
- * ConceptGCN: Concept Recommendation in MOOCs based on Knowledge Graph Convolutional Networks and SBERT
- * Designing and Evaluating an Educational Recommender System with Different Levels of User Control
- * Learner Modeling and Recommendation of Learning Resources using Personal Knowledge Graphs
- - 2023:
- * Automatic Construction of Educational Knowledge Graphs: A Word Embedding-based Approach
Research Experience
- - Since May 2022: Ph.D. student in the Social Computing Group at the University of Duisburg-Essen, Germany
- - March 2019 – September 2019: Website Developer at Wholesaller in Bhubaneswar, India
- - January 2018 – September 2018: Website Developer at Delta Trading & Contracting in Lebanon
Education
- - June 2018 – June 2020: Master of Technology, Computer Science and Engineering, C.V. Raman Global University, Bhubaneswar, Odisha, India
- - March 2012 - January 2018: Bachelor of Information Engineering, Development of Application Programming, Syrian Virtual University, Damascus, Syria
Background
- - Research Interests: Recommender Systems, Deep Learning and Machine Learning, Natural Language Processing (NLP), Knowledge Base Systems, Text Data Mining and Knowledge Discovery, Sentiment Analysis, Social Computing
- - Technical Expertise: Cross-platform proficiency, advanced knowledge in programming languages
- - Experience: Multiple years of experience in developing interactive websites using various web technologies; experience in various algorithms in both Machine Learning and Deep Learning to improve Natural Language Processing techniques
