Auflistung Forschungszentren nach Autor/in "da4da909-e34e-41f4-a235-71e33fa1fb1f"

Auflistung Forschungszentren nach Autor/in "da4da909-e34e-41f4-a235-71e33fa1fb1f"

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  • Analysing the evolution of computer science events leveraging a scholarly knowledge graph: a scientometrics study of top-ranked events in the past decade 
    Lackner, Arthur; Fathalla, Said; Nayyeri, Mojtaba; Behrend, Andreas; Manthey, Rainer; Auer, Sören; Lehmann, Jens; Vahdati, Sahar (Dordrecht [u.a.] : Springer Science + Business Media B.V., 2021)
    The publish or perish culture of scholarly communication results in quality and relevance to be are subordinate to quantity. Scientific events such as conferences play an important role in scholarly communication and ...
  • Analysing the requirements for an Open Research Knowledge Graph: use cases, quality requirements, and construction strategies 
    Brack, Arthur; Hoppe, Anett; Stocker, Markus; Auer, Sören; Ewerth, Ralph (Berlin, Heidelberg, New York : Springer, 2021)
    Current science communication has a number of drawbacks and bottlenecks which have been subject of discussion lately: Among others, the rising number of published articles makes it nearly impossible to get a full overview ...
  • Better Call the Plumber: Orchestrating Dynamic Information Extraction Pipelines 
    Jaradeh, Mohamad Yaser; Singh, Kuldeep; Stocker, Markus; Both, Andreas; Auer, Sören (New York, NY : Springer, 2021)
    We propose Plumber, the first framework that brings together the research community’s disjoint information extraction (IE) efforts. The Plumber architecture comprises 33 reusable components for various Knowledge Graphs ...
  • Comparing research contributions in a scholarly knowledge graph 
    Oelen, Allard; Jaradeh, Mohamad Yaser; Farfar, Kheir Eddine; Stocker, Markus; Auer, Sören (Aachen : RWTH Aachen, 2019)
    Conducting a scientific literature review is a time consuming activity. This holds for both finding and comparing the related literature. In this paper, we present a workflow and system designed to, among other things, ...
  • Crowdsourcing Scholarly Discourse Annotations 
    Oelen, Allard; Stocker, Markus; Auer, Sören (New York, NY : Association for Computing Machinery, 2021)
    The number of scholarly publications grows steadily every year and it becomes harder to find, assess and compare scholarly knowledge effectively. Scholarly knowledge graphs have the potential to address these challenges. ...
  • Demonstration of a customizable representation model for graph-based visualizations of ontologies – GIzMO 
    Wiens, Vitalis; Galkin, Mikhail; Lohmann, Steffen; Auer, Sören (Aachen, Germany : RWTH Aachen, 2019)
    Visualizations can facilitate the development, exploration, communication, and sense-making of ontologies. Suitable visualizations, however, are highly dependent on individual use cases and targeted user groups. In this ...
  • Duplicate Table Detection with Xash 
    Koch, Maximilian; Esmailoghli, Mahdi; Auer, Sören; Abedjan, Ziawasch (Bonn : Ges. für Informatik, 2023)
    Data lakes are typically lightly curated and as such prone to data quality problems and inconsistencies. In particular, duplicate tables are common in most repositories. The goal of duplicate table detection is to identify ...
  • EduCOR: An Educational and Career-Oriented Recommendation Ontology 
    Ilkou, Eleni; Abu-Rasheed, Hasan; Tavakoli, Mohammadreza; Hakimov, Sherzod; Kismihók, Gábor; Auer, Sören; Nejdl, Wolfgang (Berlin ; Heidelberg : Springer, 2021)
    With the increased dependence on online learning platforms and educational resource repositories, a unified representation of digital learning resources becomes essential to support a dynamic and multi-source learning ...
  • How to feed the squerall with RDF and other data nuts? 
    Mami, Mohamed Nadjib; Graux, Damien; Scerri, Simon; Jabeen, Hajira; Auer, Sören; Lehmann, Jens (Aachen, Germany : RWTH Aachen, 2019)
    Advances in Data Management methods have resulted in a wide array of storage solutions having varying query capabilities and supporting different data formats. Traditionally, heterogeneous data was transformed off-line ...
  • Impact of COVID-19 research: a study on predicting influential scholarly documents using machine learning and a domain-independent knowledge graph 
    Rabby, Gollam; D’Souza, Jennifer; Oelen, Allard; Dvorackova, Lucie; Svátek, Vojtěch; Auer, Sören (London : BioMed Central, 2023)
    Multiple studies have investigated bibliometric features and uncategorized scholarly documents for the influential scholarly document prediction task. In this paper, we describe our work that attempts to go beyond bibliometric ...
  • Increasing Reproducibility in Science by Interlinking Semantic Artifact Descriptions in a Knowledge Graph 
    Hussein, Hassan; Farfar, Kheir Eddine; Oelen, Allard; Karras, Oliver; Auer, Sören (Cham : Springer, 2023)
    One of the pillars of the scientific method is reproducibility – the ability to replicate the results of a prior study if the same procedures are followed. A lack of reproducibility can lead to wasted resources, false ...
  • Information extraction pipelines for knowledge graphs 
    Jaradeh, Mohamad Yaser; Singh, Kuldeep; Stocker, Markus; Both, Andreas; Auer, Sören (London : Springer, 2023)
    In the last decade, a large number of knowledge graph (KG) completion approaches were proposed. Albeit effective, these efforts are disjoint, and their collective strengths and weaknesses in effective KG completion have ...
  • Integration eines digitalen Maschinenparks in ein Forschungsdatenmanagementsystem 
    Sheveleva, Tatyana; Castro, André; Oladazimi, Pooya; Koepler, Oliver; Mozgova, Iryna; Lachmayer, Roland; Auer, Sören; Altun, Osman ([o.O.] : The Design Society, 2021)
    The global trend towards comprehensive digitization of technologies in product manufacturing leadings to radical changes in engineering processes and requires a new, expanded understanding in the handling of data. Especially ...
  • MORTY: Structured Summarization for Targeted Information Extraction from Scholarly Articles 
    Jaradeh, Mohamad Yaser; Stocker, Markus; Auer, Sören (New York, NY : Springer, 2022)
    Information extraction from scholarly articles is a challenging task due to the sizable document length and implicit information hidden in text, figures, and citations. Scholarly information extraction has various applications ...
  • NLPContributions: An Annotation Scheme for Machine Reading of Scholarly Contributions in Natural Language Processing Literature 
    D'Souza, Jennifer; Auer, Sören (Aachen, Germany : RWTH Aachen, 2020)
    We describe an annotation initiative to capture the scholarly contributions in natural language processing (NLP) articles, particularly, for the articles that discuss machine learning (ML) approaches for various information ...
  • Open Research Knowledge Graph: A System Walkthrough 
    Jaradeh, Mohamad Yaser; Oelen, Allard; Prinz, Manuel; Stocker, Markus; Auer, Sören (New York, NY : Springer, 2019)
    Despite improved digital access to scholarly literature in the last decades, the fundamental principles of scholarly communication remain unchanged and continue to be largely document-based. Scholarly knowledge remains ...
  • Scholarly event characteristics in four fields of science : a metrics-based analysis 
    Fathalla, Said; Vahdati, Sahar; Lange, Christoph; Auer, Sören (Dordrecht [u.a.] : Springer Science + Business Media B.V., 2020)
    One of the key channels of scholarly knowledge exchange are scholarly events such as conferences, workshops, symposiums, etc.; such events are especially important and popular in Computer Science, Engineering, and Natural ...
  • The SciQA Scientific Question Answering Benchmark for Scholarly Knowledge 
    Auer, Sören; Barone, Dante A. C.; Bartz, Cassiano; Cortes, Eduardo G.; Jaradeh, Mohamad Yaser; Karras, Oliver; Koubarakis, Manolis; Mouromtsev, Dmitry; Pliukhin, Dmitrii; Radyush, Daniil; Shilin, Ivan; Stocker, Markus; Tsalapati, Eleni ([London] : Macmillan Publishers Limited, part of Springer Nature, 2023)
    Knowledge graphs have gained increasing popularity in the last decade in science and technology. However, knowledge graphs are currently relatively simple to moderate semantic structures that are mainly a collection of ...
  • SmartReviews: Towards Human- and Machine-Actionable Representation of Review Articles 
    Oelen, Allard; Stocker, Markus; Auer, Sören (New York, NY : Springer, 2021)
    Review articles are a means to structure state-of-the-art literature and to organize the growing number of scholarly publications. However, review articles are suffering from numerous limitations, weakening the impact the ...
  • SmartReviews: Towards Human- and Machine-Actionable Reviews 
    Oelen, Allard; Stocker, Markus; Auer, Sören (New York, NY : Springer, 2021)
    Review articles summarize state-of-the-art work and provide a means to organize the growing number of scholarly publications. However, the current review method and publication mechanisms hinder the impact review articles ...

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