Publications

Publications: Natural Language Processing

• Annotating Scientific Uncertainty: A comprehensive model using linguistic patterns and comparison with existing approaches
  Published in Journal of Informetrics (2025)
  Authors: Panggih Kusuma NINGRUM, Philipp MAYR, Nina SMIRNOVA, Iana ATANASSOVA

• Is There Life on Mars? Studying the Context of Uncertainty in Astrobiology
  In: 20th International Conference of the International Society for Scientometrics and Informetrics (ISSI 2025), Yerevan, Armenia
  Authors: Iana ATANASSOVA, Panggih Kusuma NINGRUM, Nicolas GUTEHRLÉ, Francis LAREAU, Christophe MALATERRE

• Etudier l’incertitude dans les articles scientifiques: mise en perspective d’une méthode linguistique
  In: La conférence Extraction et Gestion des Connaissances (EGC), Strasbourg, 27-31 January 2025 (2025)
  Authors: Panggih Kusuma NINGRUM, Nicolas GUTEHRLÉ, Iana ATANASSOVA

• Annotation of scientific uncertainty using linguistic patterns
  Published in Scientometrics (2024)
  Authors: Panggih Kusuma NINGRUM, Iana ATANASSOVA

• Navigating the Unknown: A Textual Analysis of Uncertainty in Astrobiology Research
  In: Congress of the Canadian Society for the History and Philosophy of Science (CSHPS), Canada (2024)
  Authors: Christophe MALATERRE, Iana ATANASSOVA, Francis LAREAU, Panggih Kusuma NINGRUM

• Criticalminds: Enhancing ml models for esg impact analysis categorisation using linguistic resources and aspect-based sentiment analysis
  In: Joint Workshop of the 7th Financial Technology and Natural Language Processing and the 5th Knowledge Discovery from Unstructured Data in Financial Services, and the 4th Workshop on Economics and Natural Language Processing@ LREC-COLING-2024, Turin, Italy (2024)
  Authors: Iana ATANASSOVA, Marine POTIER, Maya MATHIE, Marc BERTIN, Panggih Kusuma NINGRUM

• UnScientify: Detecting Scientific Uncertainty in Scholarly Full Text
  In: Joint Workshop of the 4th Extraction and Evaluation of Knowledge Entities from Scientific Documents (EEKE2023) and the 3rd AI + Informetrics (AII2023), part of the ACM/IEEE Joint Conference on Digital Libraries 2023, Santa Fe, New Mexico, USA, June 26 - 30, 2023
  Authors: Panggih Kusuma NINGRUM, Philipp MAYR, Iana ATANASSOVA

• Scientific Uncertainty: an Annotation Framework and Corpus Study in Different Disciplines
  In: 19th International Conference of the International Society for Scientometrics and Informetrics (ISSI 2023), Bloomington, Indiana, US
  Authors: Panggih Kusuma NINGRUM, Iana ATANASSOVA

• Text classification beyond words: Harnessing Linguistic Features for Automatic Classification of Scientific Texts
  In: Science Week 2023 – Applied Informatics Conference, University of Dunaújvárosi, Hungary (2023)
  Authors: Panggih Kusuma NINGRUM

• Text mining of online job advertisements to identify direct discrimination during job hunting process: A case study in Indonesia
  Published in PloS One (2020)
  Authors: Panggih Kusuma NINGRUM, Tatdow PANSOMBUT, Attachai UERANANTASUN

• Identifying Gender Stereotypes in Indonesia for Accounting Job Positions in Online Job Ads
  In: International workshop - Research Method in Practice (2018)
  Institution: Faculty of Science & Technology, Prince of Songkla University, Thailand
  Authors: Panggih Kusuma NINGRUM, Attachai UERANANTASUN, Tatdow PANSOMBUT

Publications: AI and Others

• The Role of the Artificial Intelligence in the Labour Law Relations in European and Asian Aspect
  Published in İnsan ve İnsan (2021)
  Authors: Gábor MÉLYPTAKI, Zsófia RİCZU, Dávid MÁTÉ, Panggih Kusuma NİNGRUM

• Employer or Owner? The Character of Platform Work
  Book chapter in Sustainability in the Gig Economy, Perspectives, Challenges and Opportunities in Industry 4.0
  Published in Springer Nature (2022)
  Authors: Gábor MÉLYPTAKI, Dávid MÁTÉ, Panggih Kusuma NİNGRUM, Zsófia RİCZU

• A platform munkavégzés jellemzői – munkáltató, vagy tulajdonos?
  Presented at Internetes platformok kora – társadalmi hatások és szabályozási kihívások conference (2021)
  Institution: Information Society Research Institute of the National Public Service University, Hungary
  Authors: Gábor MÉLYPTAKI, Zsófia RİCZU, Dávid MÁTÉ, Panggih Kusuma NİNGRUM

Datasets:

• AURORA-MESS: Annotated Uncertainty and Reference in Open Research Articles for Multidisciplinary and Empirical Social Science
  Publication year: 2025
  Authors: Panggih Kusuma NINGRUM, Iana ATANASSOVA

• MUSIC-OpRA: Multidimensional Uncertainty in Scientific Interdisciplinary Corpora for Open Research Article
  Publication year: 2025
  Authors: Panggih Kusuma NINGRUM, Iana ATANASSOVA, Nicolas GUTEHRLÉ

The list will be updated soon :)

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Projects

• Modelling Uncertainty in Science (InSciM), France (2022 - present)
  Funded by French ANR JCJC (ANR-21-CE38-0003-01)

• Research collaboration project with GESIS - Leibniz Institute for the Social Science, Germany (2023 – present)
  Topic: Information extraction & text classification

• Research collaboration project with Université du Québec à Montréal, Canada (2023 – present)
  Topic: Text analysis in Astrobiology research

• Research collaboration project with Faculty of Law - University of Miskolc - Miskolci Egyetem, Hungary (2020 - 2021)
  Topic: Artificial Intelligence & Labour Law

• Research project with Research Methodology Department, Faculty of Science & Technology, Prince of Songkla University, Thailand (2018)
  Title: Student’s Satisfaction Toward OFO Bicycle Service in PSU Pattani, Thailand.

• Research project with Research Methodology Department, Faculty of Science & Technology, Prince of Songkla University, Thailand (2018)
  Title: The Analysis of Factors Affecting Preferences of Online Shopping Users in PSU Pattani, Thailand.

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Talks & Events

Invited Speaker at the International Conference "Leveraging Global Entrepreneurship Index to Enhance National Competitiveness", Wahid Hasyim University (2024)

Invited Speaker at Webinar "Coding Kids From Sawahlunto to France", Coding Kids (2023)

Invited Speaker at Webinar "Exlusive International Webinars - Become a productive generation in the society 5.0 Era", Universitas Negeri Semarang (2023)

Invited Speaker at Expertise Class, BritzoneId (2022)

Invited Speaker at Webinar "Jobs & Research Opportunities in Data Science", Universitas Negeri Semarang (2021)

Moderator at Dean Talks II December 2020, HeyLaw Edu (2022)

Moderator at Dean Talks Dean Talks I December 2020, HeyLaw Edu (2022)

Invited Speaker at Reminar #2, REM FM & UNNES (2020)

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News/Media Highlights

• Media Review (Indonesia): Webinar Jobs and Research Opportunities In Data Science, July 2021
• Newspaper (Indonesia): Magang Untuk Mahasiswa Penting Nggak Sih?, May 2016