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Vita

Katarina Boland ist seit August 2011 als Wissenschaftliche Mitarbeiterin in der Abteilung "Wissenstechnologien für Sozialwissenschaften" im Team "Data Linking" tätig. Zuvor hat sie ihren Magister in Computerlinguistik, Informatik und Psychologie an der Universität Heidelberg erworben. 
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Service

Katarinas Fokus lag zunächst auf dem Verlinken und Anreichern von Linked Data in den Sozialwissenschaften, darunter die automatische Integration von Forschungsdaten und Literatur. In diesem Kontext wirkte sie an den DFG-Projekten InFoLiS und ScienceLinker mit und arbeitete an der GESIS LOD-Infrastruktur. Für das EU-Projekt OpenMinted half sie kurzzeitig bei der Schaffung einer Infrastruktur für den Einsatz von Text und Data Mining Technologien auf wissenschaftlichen Publikationen. Aktuell ist sie Teil der Zukunftsgruppe DiscourseData4Policy der Universität Düsseldorf, die sich mit KI-basiertem Verstehen von Online Solidaritäts-Diskursen für evidenzbasierter Politikgestaltung beschäftigt.






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Forschung

Katarinas Forschungsinteressen liegen im Bereich Natural Language Processing und Text Mining und der Entwicklung von KI-basierten Ansätzen für sozialwissenschaftliche Fragestellungen. Momentan beschäftigt sie sich vorrangig mit der Analyse von Diskursen in sozialen Medien sowie der Informationsextraktion aus wissenschaftlichen Publikationen. 
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Veröffentlichungen

Publikation

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Zeitschriftenaufsatz

Boland, Katarina, Pavlos Fafalios, Andon Tchechmedjiev, Stefan Dietze, and Konstantin Todorov. 2022. "Beyond facts: a survey and conceptualisation of claims in online discourse analysis." Semantic Web 13 (1): 1-35. doi: https://doi.org/10.3233/SW-212838. http://www.semantic-web-journal.net/system/files/swj2838.pdf.

Zhu, Xiaofei, Jie Wu, Ling Zhu, Jiafeng Guo, Ran Yu, Katarina Boland, and Stefan Dietze. 2021. "Exploring user historical semantic and sentiment preference for microblog sentiment classification." Neurocomputing 2021 (464): 141-150. doi: https://doi.org/10.1016/j.neucom.2021.08.089.

Mathiak, Brigitte, and Katarina Boland. 2015. "Challenges in Matching Dataset Citation Strings to Datasets in Social Science." D-Lib Magazine 21 (1/2). doi: https://doi.org/10.1045/january2015-mathiak.

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Beitrag im Sammelwerk

Hövelmeyer, Alica, Katarina Boland, and Stefan Dietze. 2022. "SimBa at CheckThat! 2022: Lexical and Semantic Similarity-Based Detection of Verified Claims in an Unsupervised and Supervised Way." In CLEF Working Notes 2022, Proceedings of the Working Notes of CLEF 2022- Conference and Labs of the Evaluation Forum, edited by Guglielmo Faggioli, Nicola Ferro, Allan Hanbury, and Martin Potthast, CEUR Workshop Proceedings 3180, 511-531. Aachen: RWTH Aachen. https://ceur-ws.org/Vol-3180/paper-40.pdf.

Maliaroudakis, Evangelos, Katarina Boland, Stefan Dietze, Konstantin Todorov, Yannis Tzitzikas, and Pavlos Fafalios. 2021. "ClaimLinker: Linking text to a knowledge graph of fact-checked claims." In WWW '21: Companion Proceedings of the Web Conference 2021, edited by Jure Leskovec, Marko Grobelnik, Marc Najork, Jie Tang, and Leila Zia, 669–672. New York: ACM. doi: https://doi.org/10.1145/3442442.3458601.

Beretta, Valentina, Sébastien Harispe, Katarina Boland, Luke Lo Seen, Konstantin Todorov, and Andon Tchechmedjiev. 2020. "Can Knowledge Graph Embeddings Tell Us What Fact-checked Claims Are About?" In Proceedings of the First Workshop on Insights from Negative Results in NLP, co-located with EMNLP 2020, edited by Anna Rogers, João Sedoc, and Anna Rumshisky, 71–75. doi: https://doi.org/10.18653/v1/2020.insights-1.11.

Otto, Wolfgang, Andrea Zielinski, Behnam Ghavimi, Dimitar Dimitrov, Narges Tavakolpoursaleh, Karam Abdulahhad, Katarina Boland, and Stefan Dietze. 2020. "Knowledge extraction from scholarly publications: The GESIS contribution to the rich context competition." In Rich search and discovery for research datasets, edited by Julia Lane, Ian Mulvany, and Paco Nathan, 107-127. Los Angeles u.a.: Sage. https://study.sagepub.com/richcontext.

Hienert, Daniel, Dagmar Kern, Katarina Boland, Benjamin Zapilko, and Peter Mutschke. 2019. "A digital library for research data and related information in the social sciences." In Proceedings of 2019 ACM/IEEE Joint Conference on Digital Libraries (JCDL), 148-157. Piscataway, NJ: IEEE. doi: https://doi.org/10.1109/JCDL.2019.00030.

Tchechmedjiev, Andon, Pavlos Fafalios, Katarina Boland, Malo Gasquet, Matthäus Zloch, Benjamin Zapilko, Stefan Dietze, and Konstantin Todorov. 2019. "ClaimsKG: A Knowledge Graph of Fact-Checked Claims." In The Semantic Web – ISWC 2019. ISWC 2019, edited by Chiara Ghidini, Olaf Hartig, and Maria Maleshkova, Lecture Notes in Computer Science 11779, 309-324. Cham: Springer. doi: https://doi.org/10.1007/978-3-030-30796-7_20.

Boland, Katarina, and Frank Krüger. 2019. "Distant supervision for silver label generation of software mentions in social scientific publications." In BIRNDL 2019: Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries, edited by Muthu Kumar Chandrasekaran, and Philipp Mayr, CEUR workshop proceedings 2414, 15-27. Aachen: RWTH.

Gasquet, Malo, darlene brechtel, Matthäus Zloch, Andon Tchechmedjiev, Katarina Boland, Pavlos Fafalios, Stefan Dietze, and Konstantin Todorov. 2019. "Exploring Fact-checked Claims and their Descriptive Statistics." In ISWC 2019 Satellites: Proceedings of the ISWC 2019 Satellite Tracks (Posters & Demonstrations, Industry, and Outrageous Ideas) co-located with 18th International Semantic Web Conference (ISWC 2019), edited by Mari Carmen Suárez-Figueroa, Gong Cheng, Anna Lisa Gentile, Christophe Guéret, Maria Keet, and Abraham Bernstein, CEUR workshop proceedings, 289-292. Aachen: RWTH.

Boland, Katarina, Pavlos Fafalios, Andon Tchechmedjiev, Konstantin Todorov, and Stefan Dietze. 2019. "Modeling and Contextualizing Claims." In Proceedings of the Blockchain enabled Semantic Web Workshop (BlockSW) and Contextualized Knowledge Graphs (CKG) Workshop co-located with the 18th International Semantic Web Conference, BlockSW/CKG@ISWC 2019, CEUR Workshop Proceedings 2599.

Zapilko, Benjamin, Katarina Boland, and Dagmar Kern. 2018. "A LOD backend infrastructure for scientific search portals." In The Semantic Web. 15th Extended Semantic Web Conference (ESWC) - Proceedings, 729-744. Cham: Springer International Publishing. doi: https://doi.org/10.1007/978-3-319-93417-4_47.

Ritze, Dominique, and Katarina Boland. 2013. "Integration of research data and research data links into library catalogues." In DC 13 - The Lisbon Proceedings of the International Conference on Dublin Core and Metadata Applications: papers, project reports and posters for DC-2013, 35-40. http://dcpapers.dublincore.org/pubs/issue/view/165.

Boland, Katarina, Dominique Ritze, Kai Eckert, and Brigitte Mathiak. 2012. "Identifying references to datasets in publications." In Proceedings of the Second International Conference on Theory and Practice of Digital Libraries (TDPL 2012), Paphos, Cyprus, September 23-27, 2012, edited by Panayiotis Zaphiris, George Buchanan, Edie Rasmussen, and Fernando Loizides, Lecture notes in computer science 7489, 150-161. Berlin: Springer.

Schuldes, Stefanie, Katarina Boland, Michael Roth, Michael Strube, Susanne Krömker, and Anette Frank. 2011. "Modeling Spatial Knowledge for Generating Verbal and Visual Route Directions." In International Conference on Knowledge-Based and Intelligent Information and Engineering Systems (KES), Lecture Notes in Computer Science 6884.

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Arbeits- und Diskussionspapier

Boland, Katarina, Andias Wira-Alam, and Reinhard Messerschmidt. 2013. Creating an annotated corpus for sentiment analysis of German product reviews. GESIS-Technical Reports 2013/05. http://nbn-resolving.de/urn:nbn:de:0168-ssoar-339398.

Vortrag

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Konferenzbeitrag

Breuer, Johannes, Felix Bensmann, Stefan Dietze, Ran Yu, and Katarina Boland. 2021. "Assessing the relationship between survey data and Twitter data as measures of public opinion ‑ A methodological pilot study." ESRA 2021: 9th Conference of the European Survey Research Association, Online, 2021-07-16. https://www.europeansurveyresearch.org/conf2021/uploads/219/2790/62/Relationship_between_survey_data_and_Twitter_data_as_measures_of_public_opinion_ESRA2021.pdf.

Hienert, Daniel, Dagmar Kern, Katarina Boland, Benjamin Zapilko, and Peter Mutschke. 2019. "A digital library for research data and related information in the social sciences." 2019 ACM/IEEE Joint Conference on Digital Libraries (JCDL), 2019-06-04.

Schulze, Heidi, and Katarina Boland. 2019. "Building a categorization schema for automated source typing." 69th Annual International Communication Association (ICA) Conference, 2019-05-24.

Tchechmedjiev, Andon, Pavlos Fafalios, Katarina Boland, Malo Gasquet, Matthäus Zloch, Benjamin Zapilko, Stefan Dietze, and Konstantin Todorov. 2019. "ClaimsKG: A Live Knowledge Graph of Fact-Checked Claims." 18th International Semantic Web Conference (ISWC19), Auckland, New Zealand, University of Auckland, Nürnberg, 2019-10-28.

Boland, Katarina, Pavlos Fafalios, Andon Tchechmedjiev, Konstantin Todorov, and Stefan Dietze. 2019. "Modeling and Contextualizing Claims, in Proceedings of the 2nd International Workshop on Contextualised Knowledge Graphs, collocated with 18th International Semantic Web Conference (ISWC2019), Auckland.." ISWC2019, 2019-10-27.

Zapilko, Benjamin, Katarina Boland, and Dagmar Kern. 2018. "A LOD backend infrastructure for scientific search portals." Extended Semantic Web Conference (ESWC 2018), 2018-06-07.

Zapilko, Benjamin, Katarina Boland, and Dagmar Kern. 2018. "Applying Linked Data technologies as a Backend infrastructure for scientific search portals." SWIB 2018 - Semantic Web in Libraries, 2018-11-27.

Hashemi, Azadeh, Katarina Boland, Alexander Mühlbauer, Esra Akdeniz, and Wolfgang Zenk-Möltgen. 2018. "How the CESSDA Euro Question Bank integrates with different technologies." EDDI18 – 10th Annual European DDI User Conference, 2018-12-04.

Boland, Katarina, and Heidi Schulze. 2018. "Teilautomatisierte Analyse von Quellen in Nachrichtenartikeln." DGPuK FG Methodentagung "Computational Methods in der Kommunikationswissenschaft", 12.-14.09.2018, 2018-09-14.

Boland, Katarina, and Brigitte Mathiak. 2014. "Challenges in matching dataset citation strings to datasets in social science." Second workshop on Interlinking and Contextualizing Publications and Datasets in Conjunction with Digital Libraries 2014.

Boland, Katarina, and Brigitte Mathiak. 2013. "Connecting literature and research data." IASSIST 2013.

Dimitrov, Dimitar, Daniel Hienert, Katarina Boland, and Dennis Wegener. 2013. "Linking research data and literature: integration of da|ra and sowiport based on link information from InFoLiS." 39th International Association for Social Science Information Services & Technology (IASSIST 2013).

Boland, Katarina, Dominique Ritze, Kai Eckert, and Brigitte Mathiak. 2012. "Identifying References to Datasets in Publications." TPDL 2012 : Theory and Practice of Digital Libraries.

Boland, Katarina, and Dominique Ritze. 2012. "Increasing the transparency of research: connecting publications and research data." ELAG 2012 : European Library Automation Group.

Boland, Katarina. 2012. "Projekt InFoLis: Verknüpfen von Daten und Texten." 101. Deutscher Bibliothekartag.

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Beitrag nicht auf Konferenz

Boland, Katarina, and Philipp Zumstein. 2015. "Integration of Research Literature and Data (InFoLiS)." CNI Spring 2015 Membership Meeting.

Boland, Katarina. 2014. "Linking research data and literature." DASISH Workshop on Persistent Identifier Services, 2014-09-08.

Boland, Katarina. 2013. "Connecting GESIS research data and publication information systems." OpenAIRE interoperability workshop, 2013-02-08.