Junior Research Group Knowledge Extraction & Integration

Dr. Jörg Schlötterer

Contact

Girardethaus
Girardetstr. 2
House 2, 2nd floor
45131 Essen

Dr. Jörg Schlötterer

Projects

Recent Publications - see all...

  1. Sultan Imangaliyev, Jörg Schlötterer, Folker Meyer, and Christin Seifert. Diagnosis of Inflammatory Bowel Disease and Colorectal Cancer through Multi-View Stacked Generalization Applied on Gut Microbiome Data. Diagnostics. 2022. [doi]
    BibTeX
    @article{imangaliyevDiagnosisInflammatoryBowel2022,
      title = {Diagnosis of {{Inflammatory Bowel Disease}} and {{Colorectal Cancer}} through {{Multi-View Stacked Generalization Applied}} on {{Gut Microbiome Data}}},
      author = {Imangaliyev, Sultan and Schl{\"o}tterer, J{\"o}rg and Meyer, Folker and Seifert, Christin},
      year = {2022},
      month = oct,
      journal = {Diagnostics},
      volume = {12},
      number = {10},
      pages = {2514},
      issn = {2075-4418},
      doi = {10.3390/diagnostics12102514},
      langid = {english}
    }
    
  2. Van Bach Nguyen, Jörg Schlötterer, and Christin Seifert. Explaining Machine Learning Models in Natural Conversations: Towards a Conversational XAI Agent. 2022. arXiv. [doi]
    BibTeX
    @misc{Nguyen2022,
      title = {Explaining Machine Learning Models in Natural Conversations: {{Towards}} a Conversational {{XAI}} Agent},
      author = {Nguyen, Van Bach and Schl{\"o}tterer, J{\"o}rg and Seifert, Christin},
      year = {2022},
      publisher = {{arXiv}},
      doi = {10.48550/ARXIV.2209.02552},
      copyright = {Creative Commons Attribution Non Commercial No Derivatives 4.0 International}
    }
    
  3. Saber Zerhoudi, Michael Granitzer, Christin Seifert, and Jörg Schlötterer. Evaluating Simulated User Interaction and Search Behaviour. Advances in Information Retrieval. 2022. Springer International Publishing. [doi]
    BibTeX
    @inproceedings{zerhoudiEvaluatingSimulatedUser2022,
      title = {Evaluating {{Simulated User Interaction}} and {{Search Behaviour}}},
      booktitle = {Advances in {{Information Retrieval}}},
      author = {Zerhoudi, Saber and Granitzer, Michael and Seifert, Christin and Schl{\"o}tterer, J{\"o}rg},
      year = {2022},
      publisher = {{Springer International Publishing}},
      address = {{Cham}},
      doi = {DOI: 10.1007/978-3-030-99739-7_28}
    }
    
  4. Meike Nauta, Jan Trienes, Shreyasi Pathak, Elisa Nguyen, Michelle Peters, Yasmin Schmitt, Jörg Schlötterer, Maurice van Keulen, and Christin Seifert. From Anecdotal Evidence to Quantitative Evaluation Methods: A Systematic Review on Evaluating Explainable AI. 2022. arXiv. [doi]
    BibTeX
    @misc{nauta2022,
      title = {From Anecdotal Evidence to Quantitative Evaluation Methods: {{A}} Systematic Review on Evaluating Explainable {{AI}}},
      author = {Nauta, Meike and Trienes, Jan and Pathak, Shreyasi and Nguyen, Elisa and Peters, Michelle and Schmitt, Yasmin and Schl{\"o}tterer, J{\"o}rg and {van Keulen}, Maurice and Seifert, Christin},
      year = {2022},
      publisher = {{arXiv}},
      doi = {10.48550/ARXIV.2201.08164},
      copyright = {arXiv.org perpetual, non-exclusive license}
    }
    
  5. Paul Youssef, Jörg Schlötterer, Sultan Imangaliyev, and Christin Seifert. Model Personalization with Static and Dynamic Patients’ Data. Proc. ICDM Workshop on Data Mining in Biomedical Informatics and Healthcare (DMBIH). 2022.
    BibTeX
    @inproceedings{Youssef2022_dmbih_model-personalizaton-patient-data,
      title = {Model Personalization with Static and Dynamic Patients' Data},
      booktitle = {Proc. {{ICDM}} Workshop on Data Mining in Biomedical Informatics and Healthcare ({{DMBIH}})},
      author = {Youssef, Paul and Schl{\"o}tterer, J{\"o}rg and Imangaliyev, Sultan and Seifert, Christin},
      year = {2022}
    }
    

Team

Photo of Jörg Schlötterer

Dr. Jörg Schlötterer

joerg.schloetterer@uni-due.de, joerg.schloetterer@uk-essen.de
Interests: Multimodal & Representation Learning, Knowledge Extraction, Natural Language Processing, and Information Retrieval

Research Assistants

Photo of Van Bach Nguyen

M.Sc. Van Bach Nguyen, Ph.D. Candidate

vanbach.nguyen@uni-due.de, vanbach.nguyen@uk-essen.de
Interests: Natural Language Processing, Explainable AI, and Conversational Agents