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Computer Science

D-Index
49
Citations
8271
World Ranking
5952
National Ranking
42

Overview

Marta Sabou is affiliated with the Vienna University of Economics and Business in Austria. Their research primarily focuses on fields related to Computer Science and Decision Sciences, with particular emphasis on Artificial Intelligence, Management Science and Operations Research, and Information Systems. The scientist's work spans both foundational and applied aspects of data and knowledge management.

Their research topics include:

  • Semantic Web and Ontologies
  • Data Quality and Management
  • Advanced Graph Neural Networks
  • Topic Modeling
  • Business Process Modeling and Analysis
  • Scientific Computing and Data Management
  • Biomedical Text Mining and Ontologies

Marta Sabou has contributed to various peer-reviewed publications, frequently collaborating with co-authors such as Fajar J. Ekaputra, Laura Waltersdorfer, Anna Breit, Heiko Paulheim, and Artem Revenko.

Frequent publication venues for their work include:

  • arXiv (Cornell University)
  • Semantic Web
  • Journal of Web Semantics
  • Neurosymbolic Artificial Intelligence
  • ACM Computing Surveys

Notable recent papers authored or co-authored by Marta Sabou include:

  • "Knowledge graph validation by integrating LLMs and human-in-the-loop," 2025, Information Processing & Management
  • "Combining Machine Learning and Semantic Web: A Systematic Mapping Study," 2023, ACM Computing Surveys
  • "Deriving semantic validation rules from industrial standards: An OPC UA study," 2023, Semantic Web
  • "A decade of Semantic Web research through the lenses of a mixed methods approach," 2020, Semantic Web
  • "User consent modeling for ensuring transparency and compliance in smart cities," 2020, Personal and Ubiquitous Computing

The diversity of co-authors and publication venues reflects an interdisciplinary approach to research that intersects machine learning, knowledge representation, and data compliance issues. The focus on semantic technologies and validation methods indicates ongoing engagement with the development and assessment of knowledge graphs and semantic standards.

Best Publications

  • Bringing semantics to web services: the OWL-S approach

    David Martin;Massimo Paolucci;Sheila McIlraith;Mark Burstein

  • Results of the ontology alignment evaluation initiative 2009

    Jérôme Euzenat;Alfio Ferrara;Laura Hollink;Antoine Isaac

  • Ontology-Based Information Visualization: Toward Semantic Web Applications

    Christiaan Fluit;Marta Sabou;Frank van Harmelen

  • Is question answering fit for the semantic web?: a survey

    Vanessa Lopez;Victoria Uren;Marta Sabou;Enrico Motta

  • Toward a New Generation of Semantic Web Applications

    M. d'Aquin;E. Motta;M. Sabou;S. Angeletou

  • Learning domain ontologies for Web service descriptions: an experiment in bioinformatics

    Marta Sabou;Chris Wroe;Carole Goble;Gilad Mishne

  • Ontology evolution: a process-centric survey

    Fouad Zablith;Grigoris Antoniou;Mathieu d'Aquin;Giorgos Flouris

  • Corpus Annotation through Crowdsourcing: Towards Best Practice Guidelines

    Marta Sabou;Kalina Bontcheva;Leon Derczynski;Arno Scharl

  • Exploring the Semantic Web as Background Knowledge for Ontology Matching

    Marta Sabou;Mathieu D'Aquin;Enrico Motta

  • Bridging the gap between folksonomies and the semantic web: an experience report

    Sofia Angeletou;Marta Sabou;Lucia Specia;Enrico Motta

  • Foundations for service ontologies: aligning OWL-S to dolce

    Peter Mika;Daniel Oberle;Aldo Gangemi;Marta Sabou

  • PowerMap: mapping the real semantic web on the fly

    Vanessa Lopez;Marta Sabou;Enrico Motta

  • Learning domain ontologies for semantic Web service descriptions

    Marta Sabou;Chris Wroe;Carole Goble;Heiner Stuckenschmidt

  • UML for the Semantic Web: Transformation-Based Approaches.

    Kateryna Falkovych;Marta Sabou;Heiner Stuckenschmidt

  • Using the semantic web as background knowledge for ontology mapping

    Marta Sabou;Mathieu D'Aquin;Enrico Motta

  • Characterizing knowledge on the semantic web with Watson

    Mathieu d'Aquin;Claudio Baldassarre;Laurian Gridinoc;Sofia Angeletou

  • Criteria and Evaluation for Ontology Modularization Techniques

    Mathieu D'Aquin;Anne Schlicht;Heiner Stuckenschmidt;Marta Sabou

  • Ontology modularization for knowledge selection: experiments and evaluations

    Mathieu d'Aquin;Anne Schlicht;Heiner Stuckenschmidt;Marta Sabou

  • Crowdsourcing research opportunities: lessons from natural language processing

    Marta Sabou;Kalina Bontcheva;Arno Scharl

  • Ontology Selection: Ontology Evaluation on the Real Semantic Web

    Marta Sabou;Vanessa López;Enrico Motta;Victoria S. Uren

Frequent Co-Authors

Enrico Motta
Enrico Motta The Open University
Mathieu d'Aquin
Mathieu d'Aquin University of Lorraine
Heiner Stuckenschmidt
Heiner Stuckenschmidt University of Mannheim
Frank van Harmelen
Frank van Harmelen Vrije Universiteit Amsterdam
Frances M. T. Brazier
Frances M. T. Brazier Delft University of Technology
Jérôme Euzenat
Jérôme Euzenat Grenoble Alpes University
Aldo Gangemi
Aldo Gangemi University of Bologna
Fausto Giunchiglia
Fausto Giunchiglia University of Trento
Kalina Bontcheva
Kalina Bontcheva University of Sheffield

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