Mathematisch-Naturwissenschaftliche Fakultät: Auflistung Mathematisch-Naturwissenschaftliche Fakultät nach Autor "Lehmann, Jens"
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Adapting OpenCourseWare Based on the Needs and Preferences of Disabled Learners
Elias, Mirette Magdy Michel (2022-12-22)OpenCourseWare (OCW) systems are becoming a significant source of learning that are widely used for various educational purposes. With the COVID-19 Pandemic situation, these resources showed the impact of having material ... -
Advancing Knowledge-Enhanced Conversational Systems Leveraging Language Models
Rony, Md Rashad Al Hasan (2023-09-18)Large language models empowering recent conversational systems such as Alexa and Siri require external knowledge to generate informative and accurate dialogues. The knowledge may be provided in structured or unstructured ... -
An Approach for Collaborative Ontology Development in Distributed and Heterogeneous Environments
Halilaj, Lavdim (2019-01-25)The era of digitalization poses high demands on capturing and processing knowledge generated in everyday life in formal models. Ontologies provide common means for formal knowledge capturing and modeling for a universe of ... -
Automatic Evaluation of Dialogue-Systems Using Neural-Network Methods
Nedelchev, Rostislav (2023-06-05)We usually interact with computers by means of specialized tools that are not as common as the language humans use. This has motivated researchers for already several decades to develop algorithms that enable interfacing ... -
Automating the Fact-Checking Task: Challenges and Directions
Nascimento Esteves da Silva, Diego (2019-07-30)In recent years, misinformation has caused widespread alarm and has become a global concern, given the negative impact placed on society, democratic institutions and even computing systems whose the primary objective is ... -
Comparative Analysis of Open Linked Fiscal Data
Musyaffa, Fathoni Arief (2021-06-01)The open data movement within public administrations has provided data regarding governance publicly. As public administrators and governments produce data and release the data as open data, the volume of the data is highly ... -
Conversational Question Answering over Knowledge Graphs with Answer Verbalization
Kacupaj, Endri (2022-12-05)In recent years, publicly available knowledge graphs (KG) have been broadly adopted as a source of knowledge in several tasks such as entity linking, relation extraction, and question answering. Question answering (QA) ... -
Deep Learning Methods for Semantic Parsing and Question Answering over Knowledge Graphs
Lukovnikov, Denis (2022-05-20)Recently, the advances in deep learning have lead to a surge in research on semantic parsing and question answering over knowledge graphs (KGQA). Significant improvements in these fields and in natural language processing ... -
Efficient Distributed In-Memory Processing of RDF Datasets
Sejdiu, Gezim (2020-10-27)Over the past decade, vast amounts of machine-readable structured information have become available through the automation of research processes as well as the increasing popularity of knowledge graphs and semantic ... -
Enriching Text-Based Human-Machine Interactions with Additional World Knowledge
Chaudhuri, Debanjan (2022-09-19)In the last decade, the world has witnessed a massive upheaval in intelligent systems' design and development, especially for systems that can interact with humans. Such systems, capable of real-time interaction with end ... -
Federated Query Processing over Heterogeneous Data Sources in a Semantic Data Lake
Endris, Kemele M. (2020-05-05)Data provides the basis for emerging scientific and interdisciplinary data-centric applications with the potential of improving the quality of life for citizens. Big Data plays an important role in promoting both manufacturing ... -
Investigating Graph Representation Learning Methods For Link Prediction in Knowledge Graphs
Ali, Mehdi (2023-11-03)Knowledge Graphs (KGs) have become a fundamental approach to represent structured data and are employed in academic and industrial applications. KGs are used in various machine learning applications, such as question ... -
Knowledge Context for Entity and Relation Linking
Onando, Isaiah Mulang' (2021-10-28)Knowledge graphs (KGs) are structures that provide a compendious representation of real world facts about entities and their relationships. The last decade has seen an increase in the number, size and application of knowledge ... -
Knowledge Extraction Methods for the Analysis of Contractual Agreements
Mousavinezhad, Najmehsadat (2021-11-18)The ubiquitous availability of the Internet results in a massive number of apps, software, and online services with accompanying contractual agreements in the form of ‘end-user license agreement’ and ‘privacy policy’. Often ... -
A Knowledge Graph Based Integration Approach for Industry 4.0
Grangel-González, Irlán (2019-04-30)The <em>fourth industrial revolution</em>, Industry 4.0 (I40) aims at creating smart factories employing among others Cyber-Physical Systems (CPS), Internet of Things (IoT) and Artificial Intelligence (AI). Realizing smart ... -
Multiple Objective Learning for Effective Knowledge Graph Embedding
Sadeghi, Afshin (2023-03-15)Over the past decade, knowledge graphs (KGs) have become popular for capturing structured domain knowledge. Knowledge graphs particularly allow the effortless integration of heterogeneous data into a coherent model. Besides ... -
On Supporting Interoperability between RDF and Property Graph Databases
Thakker, Harsh Vrajeshkumar (2021-05-18)Over the last few years, the amount and availability of machine-readable Open, Linked, and Big data on the web has increased. Simultaneously, several data management systems have emerged to deal with the increased amounts ... -
Scalable Distributed Machine Learning for Knowledge Graphs
Draschner, Carsten Felix (2023-07-17)Due to the increasing progress of digitization, immense amounts of data are accumulating, which can be summarized under the term Big Data and form an exciting basis for data analyses. Since the data are heterogeneous and ... -
Semantic Digital Twins in the Industrial Internet of Things
Bader, Sebastian Richard (2022-06-20)The seamless connection of control devices, physical assets, and IT systems through internet-based networks is one of the current megatrends. Especially the manufacturing industry experiences disruptive changes in how ... -
Semantic Question Answering Over Knowledge Graphs: Pitfalls and Pearls
Zafartavanaelmi, Hamid (2021-06-07)Nowadays, the Web provides an infrastructure to share all kinds of information which are easily accessible to humans around the world. Furthermore, the amount of information is growing rapidly and requires computing machines ...