Lebenslauf und Publikationen Dr. Moritz Schubotz

Moritz Schubotz erforscht als Wissenschaftler in der Abteilung für Mathematik von FIZ Karlsruhe Methoden und Werkzeuge, um mathematisches Wissen maschinenlesbar zu machen. Als theoretischer Physiker und promovierter Informatiker überträgt er aktuelle Forschungsergebnisse aus der Informatik auf die besonderen Informationsbedarfe von Mathematikern und Wissenschaftler angrenzender Fachbereiche. Gemeinsam mit den Doktoranden André Greiner-Petter, Philipp Scharpf und Felix Petersen von der Bergischen Universität Wuppertal evaluiert er Methoden, um mathematisches Wissen besser zugänglich zu machen. Als Wikimedia Open Science Fellow ist er Botschafter der Open-Science-Bewegung und fühlt sich den FAIR-Data-Prinzipien verpflichtet. Gemeinsam mit den Doktoranden Cornelius Ihle und Stephan Leible von der Bergischen Universität Wuppertal untersucht er das Potential von Blockchain-Technologie, um die Open-Science-Prinzipien wirkungsvoll umzusetzen.

Moritz Schubotz ist seit 2014 Kollaborationspartner des National Institute for Standards and Technology in den USA und war von Juli 2017 bis August 2018 über das DAAD FIT-weltweit-Programm am National Institute für Informatik in Tokio. Zuvor hatte er seine Promotion zum Thema „Augmentation mathematischer Formeln zur effizienteren Auffindbarkeit und zur effektiven Darstellung“ im März 2017 an der TU Berlin abgeschlossen. Insgesamt hat er in seiner wissenschaftlichen Laufbahn über 30 wissenschaftliche Artikel publiziert und an einer Vielzahl von Drittmittelanträgen mitgearbeitet. Darüber hinaus engagierte er sich in verschiedenen Gremien der akademischen Selbstverwaltung (u. a. Fakultätsrat, Haushaltsausschuss, Akademischer Senat).

In seiner Freizeit entwickelt er Open-Source-Software für die Wikimedia-Bewegung und findet im Wassersport seinen sportlichen Ausgleich.

Kurzbiographie
Seit April 2019 Wissenschaftler
FIZ Karlsruhe - Leibniz-Institut für Informationsinfrastruktur
2018 – 2019 Senior Researcher
Data & Knowledge Engineering Group, Bergische Universität Wuppertal
2017 – 2018 Postdoc
National Institute of Informatics (NII), Tokio, Japan
2016 – 2017 Wissenschaftlicher Mitarbeiter
Arbeitsgruppe Informationswissenschaften, Universität Konstanz
2012 – 2016 Wissenschaftlicher Mitarbeiter
Fachgebiet Datenbanksysteme und Informationsmanagement, Technische Universität Berlin

2024

Fuhrmann, Marcel; Scharpf, Philipp; Schubotz, Moritz  
Entity linking for zbMATH Open 
EMS Magazine, 2024; No. 134, p. 61-63
DOI: 10.4171/MAG/229

Rossenova, Lozana; Shigapov, Renat; Schubotz, Moritz; Limani, Fidan; Zapilko, Benjamin; Förstner, Konrad U.
KGI4NFDI - Knowledge Graph Infrastructure for the German National Research Data Infrastructure. Base4NFDI proposal KGI4NFDI V2 - 02/24
Available on Zenodo, 2024; 21 p.
DOI: 10.5281/zenodo.13118749

Rossenova, Lozana; Schubotz, Moritz; Shigapov, Renat; Limani, Fidan; Zapilko, Benjamin; Förstner, Konrad
Facilitating creation, (re)use and interoperability for Knowledge Graphs in NFDI: the vision behind KGI4NFDI. [Abstract]
1st Base4NFDI User Conference (UC4B2024), Berlin, Germany, November 20-21, 2024
Available on Zenodo, 2024; 1 p.
DOI: 10.5281/zenodo.14513685

Azzouz-Thuderoz, Maxence; Deb, Madhurima; Schubotz, Moritz 
Development of Sustainable Aggregating Services for an Improved FAIR Research Software Ecosystem. [Abstract]
1st Base4NFDI User Conference (UC4B2024), Berlin, Germany, November 20-21, 2024
Available on Zenodo, 2024; 1 p.
DOI: 10.5281/zenodo.14411473

Carliste, David; Libbrecht, Paul; Schubotz, Moritz; Soiffer, Neil
Author Intent: Eliminating Ambiguity in MathML
In: Computers Helping People with Special Needs: Conference Proceedings of the 19th International Conference, ICCHP 2024, Linz, Austria, July 8–12, 2024, Proceedings, Part I / Miesenberger, Klaus; Peňáz, Petr; Kobayashi, Makoto (eds.);  Cham: Springer, 2024; ISBN 978-3-031-62846-7; Lecture Notes in Computer Science 14750, International Conference on Computers Helping People with Special Needs, p. 175-183
DOI: 10.1007/978-3-031-62846-7_21
Submitted version available on arXiv, 2024; 12 p.
DOI: 10.48550/arXiv.2407.06720

Trautwein, Dennis; Wei, Yiluo; Psaras, Yiannis; Schubotz, Moritz; Castro, Ignacio; Gipp, Bela; Tyson, Gareth
IPFS in the Fast Lane: Accelerating Record Storage with Optimistic Provide
In: Proceedings of IEEE INFOCOM 2024 - IEEE Conference on Computer Communications, Vancouver, Canada, May 20-23, 2024, IEEE, 2024; ISBN 979-8-3503-8350-8; p. 1920-1929
DOI: 10.1109/INFOCOM52122.2024.10621404 [local copy (PDF)]

Deb, Madhurima; Beckenbach, Isabel; Petrera, Matteo; Ehsani, Dariush; Fuhrmann, Marcel; Hao, Yun; Teschke, Olaf; Schubotz, Moritz
An Overview of zbMATH Open Digital Library
ACM/IEEE JCDL 2024, Honk Kong, China, December 16-20, 2024
Available on arXiv, 2024; 10 p.
DOI: 10.48550/arXiv.2410.06948

Azzouz-Thuderoz, Maxence; Deb, Madhurima; Petrera, Matteo; Schubotz, Moritz; Teschke, Olaf 
Integrating Mathematical Data and Resources: Advancements in zbMATH Open for Enhanced Mathematical Research Accessibility and Reproducibility 
In: Mathematical Software - ICMS 2024, 8th International Conference, Durham, UK, July 22-25, 2024, Proceedings / Buzzard, K. et al. (eds.); Cham: Springer, 2024; ISBN 978-3-031-64529-7; Lecture Notes in Computer Science 14749, p. 225-233
DOI: 10.1007/978-3-031-64529-7_24

Schubotz, Moritz; Hulek, Klaus; Azzouz-Thuderoz, Maxence
Mathematics Case Study. The FAIRCORE4EOSC Podcast
2024
https://podcasters.spotify.com/pod/show/faircore4eosc/episodes/Mathematics-Case-Study-e2ifamd 

Conrad, Timo O.F.; Ferrer, Eloi; Mietchen, Daniel; Pusch, Larissa; Stegmüller, Johannes; Schubotz, Moritz
Making Mathematical Research Data FAIR: Pathways to Improved Data Sharing
Scientific data, 2024; Vol. 11, 676, 20 p.
DOI: 10.1038/s41597-024-03480-0

Petrera, Matteo; Müller, Fabian; Schubotz, Moritz
API solutions at zbMATH Open
In: 90 Years of zbMATH / Hulek, Klaus; Paniagua Taboada, Octavio; Teschke, Olaf (eds.); Berlin: EMS Press, 2024; ISBN 978-3-98547-574-2; p. 55-73
DOI: 10.4171/ZBL90/16

Chrapary, Hagen; Dalitz, Wolfgang; Sperber, Wolfram; Schubotz, Moritz
swMATH: Publication-based indexing of software
In: 90 Years of zbMATH / Hulek, Klaus; Paniagua Taboada, Octavio; Teschke, Olaf (eds.); Berlin: EMS Press, 2024; ISBN 978-3-98547-574-2; p. 1-5
DOI: 10.4171/ZBL90/7

Cohl, Howard S.; Schubotz, Moritz
The digital shadow of mathematics and its ramifications
In: 90 Years of zbMATH / Hulek, Klaus; Paniagua Taboada, Octavio; Teschke, Olaf (eds.); Berlin: EMS Press, 2024; ISBN 978-3-98547-574-2; p. 19-22
DOI: 10.4171/ZBL90/11

Stegmüller, Johannes; Greiner-Petter, André; Sojka, Petr; Teschke, Olaf; Schubotz, Moritz
Examination of the state of the art of mathematical formula search for zbMATH Open
In: 90 Years of zbMATH / Hulek, Klaus; Paniagua Taboada, Octavio; Teschke, Olaf (eds.); Berlin: EMS Press, 2024; ISBN 978-3-98547-574-2; p. 27-41
DOI: 10.4171/ZBL90/13

Gießing, Noah; Deb, Madhurima; Satpute, Ankit; Schubotz, Moritz; Teschke, Olaf
Reducing the climate impact of data portals: a case study
Accepted for publication at the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR ’24), Washington D.C., USA, 14-18 July, 2024
Available on arXiv, 2024; 5 p.
DOI: 10.48550/arXiv.2406.03858

Satpute, Ankit; Gießing, Noah; Greiner-Petter, André; Schubotz, Moritz; Teschke, Olaf; Aizawa, Akiko; Gipp; Bela
Can LLMs Master Math? Investigating Large Language Models on Math Stack Exchange
In: SIGIR '24: Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, Washington D.C., USA, 14-18 July, 2024; acm Association for Computing Machinery, 2024; ISBN 979-8-4007-0431-4; p. 2316–2320
DOI: 10.1145/3626772.3657945
DOI: 10.48550/arXiv.2404.00344

Satpute, Ankit; ... Gießing, Noah; Beckenbach, Isabel; Schubotz, Moritz; Teschke, Olaf et al.
Taxonomy of Mathematical Plagiarism
In: Advances in Information Retrieval: Conference Proceedings of the 46th European Conference on Information Retrieval, ECIR 2024, Glasgow, UK,  March 24-28, 2024, Proceedings, Part IV / Goharian, Nazli et al. (eds.); Cham: Springer; 2024; ISBN 978-3-031-56066-8; Lecture Notes in Computer Science 14611, ECIR: European Conference on Information, p. 12-20
DOI: 10.1007/978-3-031-56066-8_2

2023

Suominen, Tommi; Atzori, Claudio; Baglioni, Miriam; Tsapelas, Christos; Katsogiannis, George; Chatzopoulos, Serafeim; Vergoulis, Thanasis; Eleftherakis, Stavroula; Manghi, Paolo; Iatropoulou, Katerina; Galouni, Konstantina; Wimalaratne, Sarala; Kesäniemi, Joonas; Broeder, Daan; Bingert, Sven; Ariyo, Chris; Lienhop, Hans; Tolley, Shorn; Leney, Rob; Liffers, Matthias; MCCafferly, Siobhan; Barlow., Melanie; Simons, Natasha; Zamani, Themis; Holm Nielsen, Lars; Hugo, Wim; Steinhoff, Wilko; Wagner, Michael; Elbers, Willem; Ahmed, Ramy-Badr;   Monteil, Alain; Medves, Maud; Azzouz-Thuderoz, Maxence; Schubotz, Moritz; Snyder, Kyle; van de Sanden, Mark; Tatum, Clifford; Widmann, Heinrich; Gruenpeter, Morane; Märkälä, Anu; Kauranen, Pihla
FAIRCORE4EOSC Technical Specifications. [Project deliverable 1.2]
Available on Zenodo, 2023, 172 p.
DOI: 10.5281/zenodo.7892322 

Bernard, Lars; Altenhöner, Reinhard; Böhm, Franziska; Diepenbroek, Michael; Ebert, Barbara; Fluck, Juliane; Herres-Pawlis, Sonja; Klinger, Axel; Koepler, Oliver; Lorenz, Sören; Mathiak, Brigitte; Miller, Bernhard; Pelz, Peter; Rißler-Pipka, Nanette; Ritz, Raphael; Sax, Ulrich; Schimmler, Sonja; Schörner, Thomas; Schrade, Torsten; Schubotz, Moritz; Sczyrba, Alexander; Stein, Regine; von Suchodoletz, Dirk 
Base4NFDI - Basic Services for NFDI. Application of a Joint Collaboration of NFDI Consortia on Basic Services. [Proposal]
Available on Zenodo, 2023; 123 p.
DOI: 10.5281/zenodo.10245518

Azzouz-Thuderoz, Maxence; Del Cano, Laura; ...  Schubotz, Moritz et al.
SIRS Gap Analysis Report [Project deliverable]
Available on Zenodo, 2023, 81 p.
DOI: 10.5281/zenodo.10376005

Satpute, Ankit; ... Schubotz, Moritz; ...Teschke, Olaf et al.
TEIMMA: The First Content Reuse Annotator for Text, Images, and Math
In: Proceedings of the 2023 ACM/IEEE Joint Conference on Digital Libraries (JCDL), Santa Fe, NM, USA, June 26-30, 2023, 2023; ISBN 979-8-3503-9931-8; p. 271-273
DOI: 10.1109/JCDL57899.2023.00056

Schubotz, Moritz; ... Mietchen, Daniel; Teschke, Olaf et al.
Bravo MaRDI: A Wikibase Knowledge Graph on Mathematics
Proceedings of the 4th Wikidata Workshop 2023 co-located with 22nd International Semantic Web Conference (ISWC 2023), Athens, Greece, November 7, 2023
CEUR workshop proceedings, 2023; Vol. 3640, 13 p. 
https://ceur-ws.org/Vol-3640/paper3.pdf
DOI: 10.48550/arXiv.2309.1148

Schubotz, Moritz; Scholl, Dominik; Heck, Tamara et al. (eds.)
Collection: Bootstrapping the Open Science culture: The fellowship approach
Research Ideas and Outcomes: RIO Collection no. 146, 2023
DOI: 10.3897/rio.coll.146

Scharpf, Philipp; Schubotz, Moritz; Cohl, Howard S. et al.
Discovery and recognition of formula concepts using machine learning
Scientometrics, 2023; Vol. 128(9), p. 4971-5025
DOI: 10.1007/s11192-023-04667-9

Greiner-Petter, André; Schubotz, Moritz; Breitinger, Corinna et al.
Do the Math: Making Mathematics in Wikipedia Computable
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023; Vol. 45(4), p. 4384-4395
DOI: 10.1109/TPAMI.2022.3195261

Ihle, Cornelius; Trautwein, Dennis; Schubotz, Moritz et al.
Incentive Mechanisms in Peer-to-Peer Networks - A Systematic Literature Review
ACM Computing Surveys, 2023; Vol. 55(14), 308, 69 p.
DOI: 10.1145/3578581

Rossenova, Lozana; Shigapov, Renat; Schubotz, Moritz; Mietchen, Daniel et al.
KGI4NFDI - Knowledge Graph Infrastructure for the German National Research Data Infrastructure
Preprint available on Zenodo, 2023; 22 p.
DOI: 10.5281/zenodo.8337431

Conrad, Tim; Ferrer, Eloi; Mietchen, Daniel; Schubotz, Moritz
Making Mathematical Research Data FAIR: A Technology Overview
Available on arXiv, 2023; 25 p.
DOI: 10.48550/arXiv.2309.11829

Gipp, Bela; Greiner-Petter, André; Schubotz, Moritz et al.
Methods and Tools to Advance the Retrieval of Mathematical Knowledge from Digital Libraries for Search-, Recommendation- and Assistance-Systems. Final Report for the DFG-Project "MathIR"
Available on arXiv, 2023; 20 p.
DOI: 10.48550/arXiv.2305.07335

Petersen, Felix; Schubotz, Moritz; Greiner-Petter, André et al.
Neural Machine Translation for Mathematical Formulae
In: Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Vol. 1: Long Papers), Toronto, Canada, July 9-14 2023 / Rogers, Anna et al. (eds.); ACL Anthology, 2023; p. 11534-11550
DOI: 10.18653/v1/2023.acl-long.645
DOI: 10.48550/arXiv.2305.16433

Scharpf, Philipp; Schubotz, Moritz; Spitz, Andreas et al.
PhysWikiQuiz - An AI-Aided Collaborative Physics Exam Question Generation and Test System for Teachers and Students
In: Interactive Event at the 24th International Conference on Artificial Intelligence in Education (AIED) 2023, Tokyo, Japan and virtual (synchronous hybrid), 2023, 4 p.
https://gipplab.org/wp-content/papercite-data/pdf/scharpf2023b.pdf

Rossenova, Lozana; Schubotz, Moritz; Shigapov, Renat
The case for a common, reusable Knowledge Graph Infrastructure for NFDI
1st Conference on Research Data Infrastructure: Connecting Communities (CoRDI), Karlsruhe, Germany, September 12-14, 2023
In: Proceedings of the Conference on Research Data Infrastructure / Sure-Vetter, York; Goble, Carole (eds.), 2023; Vol. 1, CoRDI-2023-58
DOI: 10.52825/CoRDI.v1i.266

2022

Azzouz-Thuderoz, Maxence; Schubotz, Moritz; Teschke, Olaf
Sustaining the swMATH project: Integration into zbMATH Open interface and Open Data perspectives
EMS Magazine, 2022; No. 126, p. 62-64
DOI: 10.4171/MAG/118

Schubotz, Moritz; Satpute, Ankit; Greiner-Petter, Andre et al.
Caching and Reproducibility: Making DataScience experiments faster and FAIRer
Frontiers in research metrics and analytics, 2022; Vol. 7
DOI: 10.3389/frma.2022.861944

Scharpf, Philipp; Schubotz, Moritz; Spitz, Andreas et al.
Collaborative and AI-aided Exam Question Generation using Wikidata in Education
In: Proceedings of the 3rd Wikidata Workshop 2022 co-located with the 21st International Semantic Web Conference (ISWC2022), Virtual Conference, Hangzhou, China, October 2022 / Kaffee, Lucie-Aimée et al. (eds.)
CEUR workshop proceedings, 2022; Vol. 3262, 14 p.
https://ceur-ws.org/Vol-3262/paper13.pdf

Greiner-Petter, André; Cohl, Howard S.; Youssef, Abdou; Schubotz, Moritz et al.
Comparative Verification of the Digital Library of Mathematical Functions and Computer Algebra Systems
In: Tools and Algorithms for the Construction and Analysis of Systems. 28th International Conference, TACAS 2022, Held as Part of the European Joint Conferences on Theory and Practice of Software, ETAPS 2022, Munich, Germany, April 2–7, 2022, Proceedings, Part I / Fisman, Dana et al. (eds.); Cham: Springer, 2022; ISBN 978-3-030-99523-2; Lecture Notes in Computer Science 13243; p. 87-105
DOI: 10.1007/978-3-030-99524-9_5
https://arxiv.org/abs/2201.09488

Trautwein, Dennis; … Schubotz, Moritz et al.
Design and Evaluation of IPFS: A Storage Layer for the Decentralized Web
In: SIGCOMM '22: Proceedings of the ACM SIGCOMM 2022 Conference; acm Association for Computing Machinery, 2022; ISBN 978-1-4503-9420-8; p. 739-752
DOI: 10.1145/3544216.3544232

Scharpf, Philipp; Schubotz, Moritz; Gipp, Bela
Mining Mathematical Documents for Question Answering via Unsupervised Formula Labeling
In: Proceedings of the 22nd ACM/IEEE Joint Conference on Digital Libraries (JCDL '22), Cologne, Germany, June 20-24, 2022; acm Association for Computing Machinery, 2022; ISBN 978-1-4503-9345-4; 11 p.
DOI: 10.1145/3529372.3530925

Ihle, Cornelius; Deifuß, Fabian; Schubotz, Moritz et al.
Towards Portable Identities in the Matrix Protocol
In: IEEE 42nd International Conference on Distributed Computing Systems Workshops (ICDCSW), Bologna, Italy, July 10, 2022, 2022; ISBN 978-1-6654-8879-2; p. 88-89 
DOI: 10.1109/ICDCSW56584.2022.00025

2021

Arndt, Susanne; ... Schubotz, Moritz; Teschke, Olaf
10 Years Later: The Mathematics Subject Classification and Linked Open Data
In: Intelligent Computer Mathematics. 14th International Conference, CICM 2021, Timisoara, Romania, July 26-31, 2021, Proceedings / Sacerdoti Coen, Claudio et al. (eds.); Cham: Springer, 2021; ISBN 978-3-030-81096-2; Lecture Notes in Computer Science 12833; p. 153-158 
DOI: 10.1007/978-3-030-81097-9_12
DOI: 10.48550/arXiv.2107.13877

Von Tottleben, Alexander; Ihle, Cornelius; Schubotz, Moritz; Gipp, Bela
Academic Storage Cluster 
In: Proceedings of the 2021 ACM/IEEE Joint Conference on Digital Libraries (JCDL '21), Virtual Conference, Champaign, IL, USA, September 27-30, 2021 / Downie, J. Stephen et al. (eds.), 2021; ISBN 978-1-6654-1770-9; p. 278-279
DOI: 10.1109/JCDL52503.2021.00034

Cohl, Howard S.; Teschke, Olaf; Schubotz, Moritz
Connecting Islands: Bridging zbMATH and DLMF with Scholix, a blueprint for connecting expert knowledge systems
EMS Magazine, 2021; No. 120, p. 66-67
DOI: 10.4171/MAG-35

Stegmüller, Johannes; ... Schubotz, Moritz; Gipp, Bela
Detecting Cross-Language Plagiarism using Open Knowledge Graphs
In: Proceedings of the 2nd Workshop on Extraction and Evaluation of Knowledge Entities from Scientific Documents (EEKE 2021) co-located with JCDL 2021, Virtual Conference, September 30, 2021 / Zhang, Chengzhi (eds.) 
CEUR workshop proceedings, 2021; Vol. 3004, p. 46-57
http://ceur-ws.org/Vol-3004/paper7.pdf

Scharpf, Philipp; Schubotz, Moritz; Gipp, Bela
Fast Linking of Mathematical Wikidata Entities in Wikipedia Articles Using Annotation Recommendation
In: WWW '21: Companion Proceedings of the Web Conference 2021; Virtual Conference, Ljubljana, Slovenia, April 19-23, 2021; acm Association for Computing Machinery / Leskovec, Jure (ed.), 2021; ISBN 978-1-4503-8313-4; p. 602-609 
DOI: 10.1145/3442442.3452348

Trautwein, Dennis; Schubotz, Moritz; Gipp, Bela
Introducing Peer Copy - A Fully Decentralized Peer-to-Peer File Transfer Tool
In: 2021 IFIP Networking Conference (IFIP Networking), Espoo/Helsinki, Finland, June 21-24, 2021, 2021
DOI: 10.23919/IFIPNetworking52078.2021.9472842

Trautwein, Dennis; Schubotz, Moritz; Gipp, Bela
Leveraging node heterogeneity to improve content discovery and content retrieval in peer-to-peer networks
In: CoNEXT-SW '21: Proceedings of the CoNEXT Student Workshop, Virtual Event, Germany, December 7, 2021; acm Association for Computing Machinery, 2021; ISBN 978-1-4503-9133-7, p. 17-18
DOI: 10.1145/3488658.3493781 

Scharpf, Philipp; Schubotz, Moritz; Gipp, Bela
Mathematics in Wikidata
In: Proceedings of the 2nd Wikidata Workshop (Wikidata 2021) co-located with the 20th International Semantic Web Conference (ISWC 2021), Online Conference, October 24, 2021 / Kaffee, Lucie-Aimée et al. (eds.)
CEUR workshop proceedings, 2021; Vol. 2982, p. 1-14
http://ceur-ws.org/Vol-2982/paper-1.pdf

Hamborg, Felix; Meschenmoser, Philipp; Schubotz, Moritz et al.
NewsDeps: Visualizing the Origin of Information in News Articles
In: Wahrheit und Fake im postfaktisch-digitalen Zeitalter / Klimczak, Peter et al. (eds.); Wiesbaden: Springer, 2021; ISBN 978-3-658-32957-0; ars digitalis; S. 151-166
DOI: 10.1007/978-3-658-32957-0_8

Deifuß, Fabian; Ihle, Cornelius; Schubotz, Moritz et al.
procd: A Privacy-preserving Robust Implementation to Discover Contacts in Social Networks
In: Information between Data and Knowledge. Information Science and its Neighbors from Data Science to Digital Humanities. Proceedings of the 16th International Symposium of Information Science (ISI 2021), Regensburg, Germany, March 8-10, 2021 / Schmidt, Thomas et al. (eds.); Glückstadt: vwh Verlag Werner Hülsbusch, 2021; ISBN 978-3-86488-172-5; Schriften zur Informationswissenschaft 74; S. 363-368 
DOI: 10.5283/epub.44954

Beck, Marco; Schubotz, Moritz; Stange, Vincent et al.
Recognize, Annotate, and Visualize Parallel Content Structures in XML Documents
In: Proceedings of the 2021 ACM/IEEE Joint Conference on Digital Libraries (JCDL '21), Virtual Conference, Champaign, IL, USA, September 27-30, 2021 / Downie, J. Stephen et al. (eds.), 2021; ISBN 978-1-6654-1770-9; p. 258-261
DOI: 10.1109/JCDL52503.2021.00078
DOI: 10.5281/zenodo.5224571

Schubotz, Moritz; Trautwein, Dennis; Teschke, Olaf
zbMATH is open: A Practical Guide to Open an Information Service. [Poster]
Available on Zenodo, 2021; 1 p.
DOI: 10.5281/zenodo.4646668

Petrera, Matteo; ... Beckenbach, Isabel; Ehsani, Dariush; Müller, Fabian; Teschke, Olaf; ... Schubotz, Moritz 
zbMATH Open: API Solutions and Research Challenges
In: Proceedings of the Workshop on Digital Infrastructures for Scholarly Content Objects (DISCO 2021) co-located with ACM/IEEE Joint Conference on Digital Libraries 2021 (JCDL 2021), Virtual Conference, September 30, 2021 / Balke, Wolf-Tilo et al. (eds.)
CEUR workshop proceedings, 2021; Vol. 2976, 10 p.
http://ceur-ws.org/Vol-2976/paper-1.pdf
Preprint available on arXiv, 2021; 23 p.: DOI: 10.48550/arXiv.2106.04664

Schubotz, Moritz; Teschke, Olaf
zbMATH Open: Towards standardized machine interfaces to expose bibliographic metadata
EMS Magazine, 2021; No. 119, p. 50-53 
DOI: 10.4171/MAG-12

2020

Förstner, Konrad; Schubotz, Moritz; Fromm, Matthias
Open Science Radio: OSR180 Research Software Discovery #oscibar [EN]. [Podcast]
2020
https://www.openscienceradio.org/2020/03/30/osr180-research-software-discovery-oscibar-en/

Ihle, Cornelius; Schubotz, Moritz; Meuschke, Norman et al.
A First Step Towards Content Protecting Plagiarism Detection
In: JCDL '20: Proceedings of the ACM/IEEE Joint Conference on Digital Libraries in 2020; Virtual Conference, China, August 1-5, 2020; acm Association for Computing Machinery / Huang, Ruhua et al. (eds.), 2020; ISBN 978-1-4503-7585-6; p. 341-344
DOI: 10.1145/3383583.3398620

Scharpf, Philipp; Schubotz, Moritz; ... Teschke, Olaf et al.
ARQMath Lab: An Incubator for Semantic Formula Search in zbMATH Open?
In: Working Notes of CLEF 2020 - Conference and Labs of the Evaluation Forum, Virtual Event, Thessaloniki, Greece, September 22-25, 2020 / Cappellato, Linda et al. (eds.)
CEUR workshop proceedings, 2020; Vol. 2696, 27 p.
https://ceur-ws.org/Vol-2696/paper_200.pdf
DOI: 10.48550/arXiv.2012.02413

Schubotz, Moritz; ... Teschke, Olaf; Kühnemund, Andreas et al.
AutoMSC: Automatic Assignment of Mathematics Subject Classification Labels
In: Intelligent Computer Mathematics. 13th International Conference, CICM 2020, Bertinoro, Italy, July 26-31, 2020, Proceedings / Benzmüller, Christoph et al. (eds.); Cham: Springer, 2020; ISBN 978-3-030-53517-9; Lecture Notes in Computer Science 12236; p. 237-250
DOI: 10.1007/978-3-030-53518-6_15

Scharpf, Philipp; Schubotz, Moritz; Youssef, Abdou et al.
Classification and Clustering of arXiv Documents, Sections, and Abstracts, Comparing Encodings of Natural and Mathematical Language
In: JCDL '20: Proceedings of the ACM/IEEE Joint Conference on Digital Libraries in 2020; Virtual Conference, China, August 1-5, 2020; acm Association for Computing Machinery / Huang, Ruhua et al. (eds.), 2020; ISBN 978-1-4503-7585-6; p. 137-146
DOI: 10.1145/3383583.3398529

Foltýnek, Tomáš; ... Schubotz, Moritz; Grosky, William et al.
Detecting Machine-Obfuscated Plagiarism
In: Sustainable Digital Communities. 15th International Conference, iConference 2020, Boras, Sweden, March 23-26, 2020, Proceedings / Sundqvist, Anneli et al. (eds.); Cham: Springer, 2020; ISBN 978-3-030-43686-5; Lecture Notes in Computer Science 12051; p. 816-827 
DOI: 10.1007/978-3-030-43687-2_68

Greiner-Petter, André; Schubotz, Moritz; Müller, Fabian et al.
Discovering Mathematical Objects of Interest - A Study of Mathematical Notations
In: WWW '20: Proceedings of The Web Conference 2020; Virtual Conference, Taipei, Taiwan, April 20-24, 2020; acm Association for Computing Machinery / Huang, Yennun et al. (eds.), 2020; ISBN 978-1-4503-7023-3; p. 1445-1456
DOI: 10.1145/3366423.3380218
DOI: 10.48550/arXiv.2002.02712

Schwarzkopf, Christopher; Fecher, Benedikt; ... Schubotz, Moritz et al.
Empowering next generation open scholarship. Open Science Fellows Program. [Poster, Abstract, Presentation]
In: Open Science Conference 2020, Berlin, Germany, March 11-12, 2020 
Available on Zenodo, 2020; 9 p.
DOI: 10.5281/zenodo.3776754

Schubotz, Moritz; Peters, Isabella; Fecher, Benedikt et al.
Lessons Learned. Open Science Fellows Program. [Poster]
In: Open-Access-Tage 2020 (OAT2020); Virtual Conference, Bielefeld, Germany, September 15-17, 2020
Available on Zenodo, 2020; 1 p.
DOI: 10.5281/zenodo.4009143

Greiner-Petter, André; Schubotz, Moritz; Aizawa, Akiko et al.
Making Presentation Math Computable: Proposing a Context Sensitive Approach for Translating LaTeX to Computer Algebra Systems
In: Mathematical Software - ICMS 2020. 7th International Conference, Braunschweig, Germany, July 13-16, 2020, Proceedings / Bigatti, Anna Maria et al. (eds.); Cham: Springer, 2020; ISBN 978-3-030-52199-8; Lecture Notes in Computer Science 12097; p. 335-341
DOI: 10.1007/978-3-030-52200-1_33

Schubotz, Moritz; ... Teschke, Olaf; Gipp, Bela
Mathematical Formulae in Wikimedia Projects 2020
In: JCDL '20: Proceedings of the ACM/IEEE Joint Conference on Digital Libraries in 2020; Virtual Conference, China, August 1-5, 2020; acm Association for Computing Machinery / Huang, Ruhua et al. (eds.), 2020; ISBN 978-1-4503-7585-6; p. 447-448
DOI: 10.1145/3383583.3398557

Greiner-Petter, André; ... Schubotz, Moritz; Aizawa, Akiko et al.
Math-word embedding in math search and semantic extraction
Scientometrics, 2020; Vol. 125(3), p. 3017-3046
DOI: 10.1007/s11192-020-03502-9

Ostendorff, Malte; ... Schubotz, Moritz; Rehm, Georg et al.
Pairwise Multi-Class Document Classification for Semantic Relations between Wikipedia Articles
In: JCDL '20: Proceedings of the ACM/IEEE Joint Conference on Digital Libraries in 2020; Virtual Conference, China, August 1-5, 2020; acm Association for Computing Machinery / Huang, Ruhua et al. (eds.), 2020; ISBN 978-1-4503-7585-6; p. 127-136
DOI: 10.1145/3383583.3398525

2019

Leible, Stephan; Schlager, Steffen; Schubotz, Moritz; Gipp, Bela
A Review on Blockchain Technology and Blockchain Projects Fostering Open Science
Frontiers in Blockchain, 2019; Vol. 2, 16, 28 p.
DOI: 10.3389/fbloc.2019.00016 

Rahal, Rima-Maria; Schubotz, Moritz; Förstner, Konrad; Fromm, Matthias
Open Science Radio: OSR166 Fellow-Programm: Rima-Maria Rahal und Moritz Schubotz #WMDE [DE]. [Podcast]
2019
http://www.openscienceradio.org/2019/05/03/osr166-fellow-programm-rima-maria-rahal-und-moritz-schubotz-wmde-de/

Publications before 2019

2018

Cohl, H. S., Greiner-Petter, A., & Schubotz, M. (2018)
Automated Symbolic and Numerical Testing of DLMF Formulae Using Computer Algebra Systems 
In F. Rabe, W. M. Farmer, G. O. Passmore, & A. Youssef (Eds.), Intelligent Computer Mathematics - 11th International Conference, CICM 2018, Hagenberg, Austria, August 13-17, 2018, Proceedings (Vol. 11006, pp. 39–52). Springer 
https://doi.org/10.1007/978-3-319-96812-4_4

Greiner-Petter, A., Schubotz, M., Cohl, H. S., & Gipp, B. (2018) 
MathTools: An open API for convenient MathML handling 
In F. Rabe, W. M. Farmer, G. O. Passmore, & A. Youssef (Eds.), Intelligent Computer Mathematics - 11th International Conference, CICM 2018, Hagenberg, Austria, August 13-17, 2018, Proceedings (Vol. 11006, pp. 104–110). Springer 
https://doi.org/10.1007/978-3-319-96812-4\_9

Hamborg, F., Breitinger, C., Schubotz, M., Lachnit, S., & Gipp, B. (2018)
Extraction of Main Event Descriptors from News Articles by Answering the Journalistic Five W and One H Questions 
In J. Chen, M. A. Gonçalves, J. M. Allen, E. A. Fox, M.-Y. Kan, & V. Petras (Eds.), Proceedings of the 18th Annual International ACM/IEEE Joint Conference on Digital Libraries (JCDL) Fort Worth, TX, USA, June 03-07, 2018 (pp. 339–340). ACM 
https://doi.org/10.1145/3197026.3203899

Hamborg, F., Lachnit, S., Schubotz, M., Hepp, T., & Gipp, B. (2018)
Giveme5W: Main Event Retrieval from News Articles by Extraction of the Five Journalistic W Questions 
In G. Chowdhury, J. McLeod, V. J. Gillet, & P. Willett (Eds.), Transforming Digital Worlds - 13th International Conference, iConference 2018, Sheffield, Uk, March 25-28, 2018, Proceedings (Vol. 10766, pp. 356-366). Springer 
https://doi.org/10.1007/978-3-319-78105-1_39

Heck, N., & Schubotz, M. (2018) 
DiViDu - an Open Source Solution for Dual Task Experiments with Integrated Divided Visual Field Paradigm 
Journal of Open Research Software, 6 
https://doi.org/10.5334/jors.199

Leible, S., Schlager, S., Schubotz, M., & Gipp, B. (2018) 
Fostering Open Science by Using Blockchain Technology 
https://doi.org/10.5281/zenodo.2454725

Meuschke, N., Stange, V., Schubotz, M., & Gipp, B. (2018)
HyPlag: A Hybrid Approach to Academic Plagiarism Detection
Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 1321-1324 
https://doi.org/10.1145/3209978.3210177

Petersen, F., Schubotz, M., & Gipp, B. (2018)
Towards Formula Translation Using Recursive Neural Networks
Proceedings of the 11th Conference on Intelligent Computer Mathematics (CICM)
http://arxiv.org/abs/1811.04234

Scharpf, P., Schubotz, M., & Gipp, B. (2018) 
Representing Mathematical Formulae in Content MathML Using Wikidata
In P. Mayr, M. K. Chandrasekaran, & K. Jaidka (Eds.), Proceedings of the 3rd joint workshop on bibliometric-enhanced information retrieval and natural language processing for digital libraries (BIRNDL 2018) co-located with the 41st international ACM SIGIR conference on research and development in information retrieval (SIGIR 2018), ann arbor, USA, July 12, 2018. (Vol. 2132, pp. 46-59). CEUR-WS.org 
http://ceur-ws.org/Vol-2132/paper5.pdf

Schubotz, M. (2018) 
Generating OpenMath Content Dictionaries from Wikidata 
In O. Hasan, A. Youssef, A. Naumowicz, W. Farmer, C. Kaliszyk, D. Gallois-Wong, F. Rabe, G. D. Reis, G. Passmore, J. Davenport, M. Pfeiffer, M. Kohlhase, S. Autexier, S. Tahar, T. Koprucki, U. Siddique, W. Neuper, W. Windsteiger, W. Schreiner, … Z. Kovács (Eds.), Joint Proceedings of the CME-EI, FMM, CAAT, FVPS, M3SRD, OpenMath Workshops, Doctoral Program and Work in Progress at the Conference on Intelligent Computer Mathematics 2018 co-located with the 11th Conference on Intelligent Computer Mathematics (CICM 2018)
https://doi.org/10.5281/zenodo.1409946

Schubotz, M. (2018) 
Mathematische Formeln in Wikipedia
In F. D. der Mathematik der Universität Paderborn (Ed.), Beiträge zum Mathematikunterricht 2018 (pp. 1635-1638). Gesellschaft für Didaktik der Mathematik 
https://doi.org/10.17877/de290r-19676

Schubotz, M., Breitinger, C., Hepp, T., & Gipp, B. (2018) 
Repurposing Open Source Tools for Open Science: A Practical Guide https://doi.org/10.5281/zenodo.2453415

Schubotz, M., Greiner-Petter, A., Scharpf, P., Meuschke, N., Cohl, H. S., & Gipp, B. (2018) 
Improving the Representation and Conversion of Mathematical Formulae by Considering their Textual Context
In Proceedings of the 18th ACM/IEEE on Joint Conference on Digital Libraries (JCDL), 233-242 https://doi.org/10.1145/3197026.3197058

Schubotz, M., Scharpf, P., Dudhat, K., Nagar, Y., Hamborg, F., & Gipp, B. (2018) 
Introducing MathQA - a Math-Aware Question Answering System
In Proceedings of the Annual International ACM/IEEE Joint Conference on Digital Libraries (JCDL), Workshop on Knowledge Discovery 
https://doi.org/10.1108/idd-06-2018-0022
 

2017

Cohl, H. S., Schubotz, M., Youssef, A., Greiner-Petter, A., Gerhard, J., Saunders, B. V., McClain, M. A., Bang, J., & Chen, K. (2017)
Semantic Preserving Bijective Mappings of Mathematical Formulae Between Document Preparation Systems and Computer Algebra Systems
In H. Geuvers, M. England, O. Hasan, F. Rabe, & O. Teschke (Eds.), Intelligent Computer Mathematics - 10th International Conference, CICM2017, Edinburgh, Uk, July 17-21, 2017, Proceedings 
(Vol. 10383, pp. 115-131). Springer 
https://doi.org/10.1007/978-3-319-62075-6_9

Corneli, J., & Schubotz, M. (2017)
math.wikipedia.org: A vision for a collaborative semi-formal, language independent math(s) encyclopedia Conference on Artificial Intelligence and Theorem Proving
https://www.research.ed.ac.uk/portal/files/32938085/corneli2017math.pdf

Dahm, E., Schubotz, M., Meuschke, N., & Gipp, B. (2017) 
A Vision for Performing Social and Economic Data Analysis using Wikipedia’s Edit History
In Proceedings of the 26th International Conference on World Wide Web Companion, 1627-1634 https://doi.org/10.1145/3041021.3053363

Meuschke, N., Schubotz, M., Hamborg, F., Skopal, T., & Gipp, B. (2017) 
Analyzing Mathematical Content to Detect Academic Plagiarism
In Proceedings ACM Conference on Information and Knowledge Management (CIKM), 2211-2214 https://doi.org/10.1145/3132847.3133144

Meuschke, N., Siebeck, N., Schubotz, M., & Gipp, B. (2017) 
Analyzing Semantic Concept Patterns to Detect Academic Plagiarism
In Proceedings of the International Workshop on Mining Scientific Publications (WOSP) Co-Located with the ACM/IEEE Joint Conference on Digital Libraries (JCDL), 46-53 
https://doi.org/10.1145/3127526.3127535

Schubotz, M. (2017) 
Augmenting Mathematical Formulae for More Effective Querying & Efficient Presentation 
Epubli Verlag, Berlin
https://doi.org/10.14279/depositonce-6034

Schubotz, M., Krämer, L., Meuschke, N., Hamborg, F., & Gipp, B. (2017)
Evaluating and Improving the Extraction of Mathematical Identifier Definitions
In G. J. F. Jones, S. Lawless, J. Gonzalo, L. Kelly, L. Goeuriot, T. Mandl, L. Cappellato, & N. Ferro (Eds.), Experimental IR Meets Multilinguality, Multimodality, and Interaction: Vol. 10456 LNCS (pp. 82-94). Springer International Publishing 
http://link.springer.com/10.1007/978-3-319-65813-1_7

Schubotz, M., Meuschke, N., Hepp, T., Cohl, H. S., & Gipp, B. (2017)
VMEXT: A Visualization Tool for Mathematical Expression Trees
In H. Geuvers, M. England, O. Hasan, F. Rabe, & O. Teschke (Eds.), Intelligent Computer Mathematics: Vol. 10383 LNCS (pp. 340-355). Springer
https://doi.org/10.1007/978-3-319-62075-6_24

Schwarzer, M., Breitinger, C., Schubotz, M., Meuschke, N., & Gipp, B. (2017) 
Citolytics: A Link-based Recommender System for Wikipedia
In Proceedings of the 11th ACM Conference on Recommender Systems (RecSys), 360-361
https://doi.org/10.1145/3109859.3109981
 

2016

Schubotz, M. (2016)
Identifier Gold Standard for NTCIR 11 Math Wikipedia Dataset 
https://depositonce.tu-berlin.de/handle/11303/6571

Schubotz, M. (2016)
Implicit Content Dictionaries in the NIST Digital Repository of Mathematical Formulae
OpenMath Workshop of the 9th Conference on Intelligent Computer Mathematics CICM 2016, Bialystok, Poland 
http://cicm-conference.org/2016/cicm.php?event=&menu=talks#O3

Schubotz, M., Grigorev, A., Leich, M., Cohl, H. S., Meuschke, N., Gipp, B., Youssef, A. S., & Markl, V. (2016) Semantification of Identifiers in Mathematics for Better Math Information Retrieval
In Proceedings of the 39th International ACM SIGIR Conference on Research and Development in Information Retrieval, 135-144
https://doi.org/10.1145/2911451.2911503

Schubotz, M., Meuschke, N., Leich, M., & Gipp, B. (2016)
Exploring the One-brain Barrier: a Manual Contribution to the NTCIR-12 Math Task
In Proceedings of the 12th NTCIR Conference on Evaluation of Information Access Technologies https://doi.org/10.5281/zenodo.3547436

Schubotz, M., & Sexton, A. P. (2016)
A Smooth Transition to Modern Mathoid-Based Math Rendering in Wikipedia with Automatic Visual Regression Testing
In A. Kohlhase, P. Libbrecht, B. R. Miller, A. Naumowicz, W. Neuper, P. Quaresma, F. Wm. Tompa, & M. Suda (Eds.), Joint Proceedings of the FM4M, MathUI, and ThEdu Workshops, Doctoral Program, and Work in Progress at the Conference on Intelligent Computer Mathematics 2016 co-located with the 9th Conference on Intelligent Computer Mathematics (CICM 2016), Bialystok, Poland, July 25-29, 2016. 
(Vol. 1785, pp. 132-145) CEUR-WS.org 
https://doi.org/10.13140/rg.2.1.3961.1124

Schubotz, M., Veenhuis, D., & Cohl, H. S. (2016)
Getting the Units Right
In A. Kohlhase, P. Libbrecht, B. R. Miller, A. Naumowicz, W. Neuper, P. Quaresma, F. Wm. Tompa, & M. Suda (Eds.), Joint Proceedings of the FM4M, MathUI, and ThEdu Workshops, Doctoral Program, and Work in Progress at the Conference on Intelligent Computer Mathematics 2016 co-located with the 9th Conference on Intelligent Computer Mathematics (CICM 2016), Bialystok, Poland, July 25-29, 2016. 
(Vol. 1785, pp. 146-156). CEUR-WS.org 
https://doi.org/10.13140/rg.2.1.2508.0561

Schwarzer, M., Schubotz, M., Meuschke, N., Breitinger, C., Markl, V., & Gipp, B. (2016)
Evaluating Link-based Recommendations for Wikipedia
In Proceedings of the 16th Annual International ACM/IEEE Joint Conference on Digital Libraries (JCDL), 
191-200
https://doi.org/10.1145/2910896.2910908
 

2015

Cohl, H. S., Schubotz, M., McClain, M. A., Saunders, B. V., Zou, C. Y., Mohammed, A. S., & Danoff, A. A. (2015)
Growing the Digital Repository of Mathematical Formulae with Generic Sources
In M. Kerber, J. Carette, C. Kaliszyk, F. Rabe, & V. Sorge (Eds.), Intelligent Computer Mathematics, Lecture Notes in Artificial Intelligence 9150 (Vol. 9150, pp. 280-287). Springer
https://doi.org/10.1007/978-3-319-20615-8_18

Schubotz, M., Youssef, A., Markl, V., & Cohl, H. S. (2015)
Challenges of Mathematical Information Retrieval in the NTCIR-11 Math Wikipedia Task
In R. A. Baeza-Yates, M. Lalmas, A. Moffat, & B. A. Ribeiro-Neto (Eds.), Proceedings of the 38th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (pp. 951-954). ACM
https://doi.org/10.1145/2766462.2767787

2014

Aizawa, A., Kohlhase, M., Ounis, I., & Schubotz, M. (2014) 
NTCIR-11 Math-2 Task Overview
In Proceedings of the 11th NTCIR Conference on Evaluation of Information Access Technologies, NTCIR-11, National Center of Sciences, Tokyo, Japan, December 9-12, 2014, 88-98
http://research.nii.ac.jp/ntcir/workshop/OnlineProceedings11/pdf/NTCIR/OVERVIEW/01-NTCIR11-OV-MATH-AizawaA.pdf

Cohl, H. S., McClain, M. A., Saunders, B. V., Schubotz, M., & Williams, J. C. (2014)
Digital Repository of Mathematical Formulae
In S. M. Watt, J. H. Davenport, A. P. Sexton, P. Sojka, & J. Urban (Eds.), Intelligent Computer Mathematics - International Conference, CICM 2014, Coimbra, Portugal, July 7-11, 2014. Proceedings 
(Vol. 8543, pp. 419-422). Springer
https://doi.org/10.1007/978-3-319-08434-3_30 

Pagel, R., & Schubotz, M. (2014) 
Mathematical Language Processing Project
In M. England, J. H. Davenport, A. Kohlhase, M. Kohlhase, P. Libbrecht, W. Neuper, P. Quaresma, A. P. Sexton, P. Sojka, J. Urban, & S. M. Watt (Eds.), Joint Proceedings of the MathUI, OpenMath and ThEdu Workshops and Work in Progress track at CICM co-located with Conferences on Intelligent Computer Mathematics (CICM 2014), Coimbra, Portugal, July 7-11, 2014. (Vol. 1186). CEUR-WS.org 
http://ceur-ws.org/Vol-1186/paper-23.pdf

Schubotz, M., & Wicke, G. (2014)
Mathoid: Robust, Scalable, Fast and Accessible Math Rendering for Wikipedia
In S. M. Watt, J. H. Davenport, A. P. Sexton, P. Sojka, & J. Urban (Eds.), Intelligent Computer Mathematics - International Conference, CICM 2014, Coimbra, Portugal, July 7-11, 2014. Proceedings 
(Vol. 8543, pp. 224-235). Springer
https://doi.org/10.1007/978-3-319-08434-3_17

Schubotz, M., Youssef, A., Markl, V., Cohl, H. S., & Li, J. J. (2014)
Evaluation of Similarity-Measure Factors for Formulae Based on the NTCIR-11 Math Task
In N. Kando, H. Joho, & K. Kishida (Eds.), Proceedings of the 11th NTCIR Conference on Evaluation of Information Access Technologies, NTCIR-11, National Center of Sciences, Tokyo, Japan, December 9-12, 2014. National Institute of Informatics (NII) http://research.nii.ac.jp/ntcir/workshop/OnlineProceedings11/pdf/NTCIR/Math-2/04-NTCIR11-MATH-SchubotzM.pdf
 

2013

Leich, M., Adamek, J., Schubotz, M., Heise, A., Rheinländer, A., & Markl, V. (2013)
Applying Stratosphere for Big Data Analytics
In V. Markl, G. Saake, K.-U. Sattler, G. Hackenbroich, B. Mitschang, T. Härder, & V. Köppen (Eds.), Datenbanksysteme Für Business, Technologie Und Web (BTW), 15. Fachtagung Des GI-Fachbereichs “Datenbanken und Informationssysteme” (DBIS), 11.-15.3.2013 in Magdeburg, Germany. Proceedings 
(Vol. 214, pp. 507-510). GI 
https://doi.org/10.5281/zenodo.1210857

Schubotz, M., Leich, M., & Markl, V. (2013)
Querying Large Collections of Mathematical Publications: NTCIR10 Math Task
In N. Kando & T. Kato (Eds.), Proceedings of the 10th NTCIR Conference on Evaluation of Information Access Technologies, NTCIR-10, National Center of Sciences, Tokyo, Japan, June 18-21, 2013 (pp. 667-674). National Institute of Informatics (NII) http://research.nii.ac.jp/ntcir/workshop/OnlineProceedings10/pdf/NTCIR/MATH/03-NTCIR10-MATH-SchubotzM.pdf 

2012

Schubotz, M. (2012)
Extension:MathSearch – MediaWiki
http://www.mediawiki.org/wiki/Extension:MathSearch

Schubotz, M. (2012) 
Making Math Searchable in Wikipedia
CoRR, abs/1304.5475 
https://doi.org/10.14279/depositonce-5034

Schubotz, M. (2012) 
Formulasearchengine
http://mlp.formulasearchengine.com

2011

Schubotz, M. (2011)
Full Counting Statistics - A quantum master equation approach [Diplomarbeit]
Institut für theoretische Physik an der Fakultät für Mathematik und Naturwissenschaften, Technische Universität Berlin

Schubotz, M., & Brandes, T. (2011)
Random Backaction in Tunneling of Single Electrons Through Nanostructures
Physical Review B, 84(7), 1-8 
https://doi.org/10.1103/physrevb.84.075340