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- TU Darmstadt
- Multimedia Communications Lab
- Teaching
- Theses
- In Progress
Theses in Progress
- Investigating Small Transformer Models for Automatic Short Answer Grading (ASAG)
Theses in Progress
Tutor: Filighera - Using Transformers for Automatic Short Answer Grading (ASAG)
Are we capable of automating teachers? One of the most important jobs of teachers is assessing the learner’s knowledge. Typically, this is done by asking questions – verbally or in written form. The answers of the learner are then analysed with regard to the underst... Theses in Progress
Tutor: Filighera - Analyse von Leistungseigenschaften von Transaktionen zwischen mehreren Blockchains
Theses in Progress
Tutor: Sonja Bergsträßer - Entwicklung und Evaluierung eines Machine Learning Ansatzes zur Situationserkennung
Theses in Progress
Tutor: Meuser - Applying the Orienteering Problem for Real-world Routes in the Context of Location-based Games
Theses in Progress
Tutor: Tregel - A question worth asking? Detecting question-worthy sentences in educational datasets
To help learners with digital tools, one important challenge is to figure out what learners already know after reading learning material. Automated question generation (AQG) for educational texts is one way to adress this and to gather knowledge about the learners underst... Theses in Progress
Tutor: Steuer - Generierung einer dynamischen Baustellenumgebung anhand regelbasierten Restriktionen
Theses in Progress
Tutor: Achenbach - Total order Publish/Subscribe over Software-Defined Networks
As part of this thesis a concep will be developed that ensures reliable total order of publish subscribe messages and benefits from the potential of SDN to accelerate the performance. Theses in Progress
Tutor: Boris Koldehofe - Entwicklung einer App zur Ermittlung des ökologischen Fußabdrucks im Kontext einer Mitfahrgelegenheit mit Hilfe ML
Theses in Progress
Tutor: Achenbach - Comparatove Study and Evaluation of SCTP, RTP, RTSP, SMTP Transport and Streaming Protocols
Im Rahmen der Arbeit sollen existierende Streaming Protokolle, insbesondere SCTP, RTP, RTSP, RTMP, in Bezug auf verschiedene QoS Parameter miteinander verglichen werden. Dazu muss zunächst eine Testumgebung aufgesetzt werden in der die Protokolle implementiert werden könne... Theses in Progress
Tutor: Rhaban Hark - Application of the Lottery Ticket Hypothesis in NLP and Early Pruning of Neural Networks
Investigate if the Lottery Ticket Hypothesis [1] also holds for NLP tasks. [1] Frankle, J., & Carbin, M. (2018). The lottery ticket hypothesis: Finding sparse, trainable neural networks. arXiv preprint arXiv:1803.03635. ... Theses in Progress
Tutor: Filighera - Distributing Channel Load Information in V2X Ad Hoc Networks with Cooperative Game Theory
Future safety-relevant V2X applications will require a highly reliable and low-latency communication.Current V2X radio interfaces cannot fulfill the increasing communication requirements. The channelload of vehicular networks is highly fluctuating. For example, intersection... Theses in Progress
Tutor: Bischoff - Using Deep Learning Techniques for Automatic Short Answer Grading
Are we capable of automating teachers? One of the most important jobs of teachers is assessing the learner’s knowledge. Typically, this is done by asking questions – verbally or in written form. The answers of the learner are then analysed with regard to the understand... Theses in Progress
Tutor: Filighera - Live Modalitätsdetektion durch Smartphonesensorik mit maschinellem Lernen
Theses in Progress
Tutor: Tregel - P4-basierte Methoden zur dynamischen Skalierung von CEP Operatoren
P4-basierter parallisierungsansatz zur dynamischen parallelen Ausführung von CEP Operatoren. Theses in Progress
Tutor: Boris Koldehofe - Framework zur Vergleichbarkeit von Verteilungsstrategien in V2X Netzwerken für kooperative Manöverabstimmung
Durch heute in vielen Fahrzeugen verbaute Sensoren sollen schwere Unfälle verhindert werden. Um denStraßenverkehr jedoch noch sicherer und effizienter zu gestalten, werden Ansätze kooperativer Manöverabstimmunguntersucht. Die hier betrachteten Ansätze setzten, zum Aust... Theses in Progress
Tutor: Bischoff - Optimale Transitionsentscheidungen basierend auf Online Lernverfahren
Im Rahmen von CEP sollen optimale Transitionsentscheidungen gefunden werden, die auf Basis einer Vielzahl von wechselnden Umgebungparametern zur Laufzeit erforlgt. Dazu soll die Einbindung entsprechender Lernverfahren untesrsucht werden. ... Theses in Progress
Tutor: Luthra - Spieler und Team Leistungsvorhersage in kompetitiven Multiplayer Spielen am Beispiel von League of Legends
Theses in Progress
Tutor: Tregel - Machine Learning for Asking the Right Questions
Motivation Did you ever wonder why learning something feels, in large parts, like it did 50 years ago? The goal of the Knowledge & Educational Technologies research group is to change that and to explore new ways of technology-enhanced learning. We investigate ways to ... Theses in Progress
Tutor: Steuer - Blockchain Interconnection
Theses in Progress
Tutor: Sonja Bergsträßer
