Prof. Dr. Martin Braschler

ZHAW School of Engineering
Institut für Informatik
Obere Kirchgasse 2 / Steinberggasse 12/14
8400 Winterthur

+41 (0) 58 934 69 52
martin.braschler@zhaw.ch

Arbeit an der ZHAW

Tätigkeit

Dozent, Leiter Institut für Informatik

Lehrtätigkeit in der Weiterbildung

CAS Information Engineering

Projekte

Publikationen

Beiträge in wissenschaftlicher Zeitschrift, peer-reviewed

De Meer Pardo, F., Hadji Misheva, B., Braschler, M., & Stockinger, K. (2025). TransClean : finding false positives in multi-source entity matching under real-world conditions via transitive consistency. IEEE Access, 13, 195856–195870. https://doi.org/10.1109/access.2025.3632400
Mildenberger, T., Braschler, M., Ruckstuhl, A., Vorburger, R., & Stockinger, K. (2023). The role of data scientists in modern enterprises : experience from data science education. SIGMOD Record, 52(2), 48–52. https://doi.org/10.21256/zhaw-27357
Amer-Yahia, S., Koutrika, G., Braschler, M., Calvanese, D., Lanti, D., Lücke-Tieke, H., Mosca, A., Mendes de Farias, T., Papadopoulos, D., Patil, Y., Rull, G., Smith, E., Skoutas, D., Subramanian, S., & Stockinger, K. (2022). INODE : building an end-to-end data exploration system in practice. SIGMOD Record, 50(4), 23–29. https://doi.org/10.1145/3516431.3516436
Smith, E., Papadopoulos, D., Braschler, M., & Stockinger, K. (2021). LILLIE : information extraction and database integration using linguistics and learning-based algorithms. Information Systems, 105. https://doi.org/10.1016/j.is.2021.101938
Imhof, M., & Braschler, M. (2017). A study of untrained models for multimodal information retrieval. Information Retrieval Journal, 21(1), 81–106. https://doi.org/10.1007/s10791-017-9322-x
Braschler, M., Briner, N., Fischer, H., Häni, M., Mandl, T., Schäuble, P., Steinbach, M., & Stuker, J. (2009). Enterprise-Search-Systeme im internen Wissensmanagement : Ergebnisse einer Studie zu Perspektiven der Unternehmen. Datenbank-Spektrum, 2009(30), 5–12.
Schäuble, P., & Braschler, M. (2005). Portalspezifische Informationssuche für den Kanton Zürich. Datenbank-Spektrum, 2005(12), 26–30.
Braschler, M. (2004). Combination approaches for multilingual text retrieval. Information Retrieval Journal, 7(1/2), 183–204. https://doi.org/10.1023/B:INRT.0000009445.19495.46
Braschler, M., & Ripplinger, B. (2004). How effective is stemming and decompounding for German text retrieval? Information Retrieval Journal, 7(3/4), 291–306. https://doi.org/10.1023/B:INRT.0000011208.60754.a1
Braschler, M., & Peters, C. (2004). Cross-language evaluation forum : objectives, results, achievements. Information Retrieval Journal, 7(1/2), 7–31. https://doi.org/10.1023/B:INRT.0000009438.69013.fa

Bücher, peer-reviewed

Braschler, M., Stadelmann, T., & Stockinger, K. (2019). Applied data science : lessons learned for the data-driven business (1. Auflage). Springer. https://doi.org/10.1007/978-3-030-11821-1
Peters, C., Braschler, M., & Clough, P. (2012). Multilingual information retrieval : from research to practice. Springer. https://doi.org/10.1007/978-3-642-23008-0
Peters, C., & Braschler, M. (2004). Information retrieval : special issue on CLEF. Kluwer.

Buchbeiträge, peer-reviewed

Braschler, M., Stadelmann, T., & Stockinger, K. (2019). Data science. In M. Braschler, T. Stadelmann, & K. Stockinger (Eds.), Applied data science : lessons learned for the data-driven business (pp. 17–29). Springer. https://doi.org/10.1007/978-3-030-11821-1_2
Stockinger, K., Braschler, M., & Stadelmann, T. (2019). Lessons learned from challenging data science case studies. In M. Braschler, T. Stadelmann, & K. Stockinger (Eds.), Applied data science : lessons learned for the data-driven business (pp. 447–465). Springer. https://doi.org/10.1007/978-3-030-11821-1_24
Stadelmann, T., Braschler, M., & Stockinger, K. (2019). Introduction to applied data science. In M. Braschler, T. Stadelmann, & K. Stockinger (Eds.), Applied data science : lessons learned for the data-driven business (pp. 3–16). Springer. https://doi.org/10.1007/978-3-030-11821-1_1
Stadelmann, T., Stockinger, K., Heinatz-Bürki, G., & Braschler, M. (2019). Data scientists. In M. Braschler, T. Stadelmann, & K. Stockinger (Eds.), Applied data science : lessons learned for the data-driven business (pp. 31–45). Springer. https://doi.org/10.1007/978-3-030-11821-1_3
Braschler, M., Imhof, M., & Rietberger, S. (2013). Black box evaluation for operational information retrieval applications. In Bridging between information retrieval and databases (pp. 192–207). Springer. https://doi.org/10.1007/978-3-642-54798-0_9

Schriftliche Konferenzbeiträge, peer-reviewed

de Meer Pardo, F., Lehmann, C., Gehrig, D., Nagy, A., Nicoli, S., Branka Hadji, M., Braschler, M., & Stockinger, K. (2025). GraLMatch : matching groups of entities with graphs and language models [Conference paper]. Proceedings of EDBT 2025, 1–12. https://doi.org/10.48786/edbt.2025.01
Smith, E., Weiler, A., & Braschler, M. (2021). Skill extraction for domain-specific text retrieval in a job-matching platform [Conference paper]. In K. S. Candan, B. Ionescu, L. Goeuriot, B. Larsen, H. Müller, A. Joly, M. Maistro, F. Piroi, G. Faggioli, & N. Ferro (Eds.), Experimental IR Meets Multilinguality, Multimodality, and Interaction (pp. 116–128). Springer. https://doi.org/10.1007/978-3-030-85251-1_10
Taranova, A., & Braschler, M. (2021). Textual complexity as an indicator of document relevance [Conference paper]. Advances in Information Retrieval, 410–417. https://doi.org/10.1007/978-3-030-72240-1_42
Nadig, S., Braschler, M., & Stockinger, K. (2020, May). Database search vs. information retrieval : a novel method for studying natural language querying of semi-structured data. Proceedings of the 12th LREC. https://doi.org/10.21256/zhaw-20042
Smith, E., Braschler, M., Weiler, A., & Haberthuer, T. (2019). Syntax-based skill extractor for job advertisements [Conference paper]. 2019 6th Swiss Conference on Data Science (SDS), 80–81. https://doi.org/10.1109/SDS.2019.000-3
Sima, A.-C., Stockinger, K., Affolter, K., Braschler, M., Monte, P., & Kaiser, L. (2018). A hybrid approach for alarm verification using stream processing, machine learning and text analytics. Proceedings of the 21st International Conference on Extending Database Technology. https://doi.org/10.21256/zhaw-3487
Stadelmann, T., Stockinger, K., Braschler, M., Cieliebak, M., Baudinot, G., Dürr, O., & Ruckstuhl, A. (2013). Applied data science in Europe : challenges for academia in keeping up with a highly demanded topic. Proceedings of the 9th European Computer Science Summit.

Weitere Publikationen

Imhof, M., & Braschler, M. (2015). Are test collections “real”? : mirroring real-world complexity in IR test collections [Conference paper]. In J. Mothe, J. Savoy, J. Kamps, K. Pinel-Sauvagnat, G. Jones, E. San Juan, L. Capellato, & N. Ferro (Eds.), Experimental IR meets Multilinguality, Multimodality, and Interaction (pp. 241–247). Springer. https://doi.org/10.1007/978-3-319-24027-5_23
Imhof, M., Braschler, M., Hansen, P., & Rietberger, S. (2013). Evaluation for operational IR applications – generalizability and automation [Conference paper]. LivingLab ’13 Proceedings of the 2013 Workshop on Living Labs for Information Retrieval Evaluation, 2557–2558. https://doi.org/10.1145/2513150.2513160
Forner, P., Bentivogli, L., Braschler, M., Choukri, K., Ferro, N., Hanbury, A., Karlgren, J., & Müller, H. (2013). PROMISE technology transfer day : spreading the word on information access evaluation at an industrial event. ACM SIGIR Forum, 47(1), 53–58. https://doi.org/10.1145/2492189.2492198
Agosti, M., Berendsen, R., Bogers, T., Braschler, M., Buitelaar, P., Choukri, K., Di Nunzio, G. M., Ferro, N., Forner, P., Hanbury, A., Friberg Heppin, K., Hansen, P., Järvelin, A., Larsen, B., Lupu, M., Masiero, I., Müller, H., Peruzzo, S., Petras, V., et al. (2012). PROMISE retreat report : prospects and opportunities for information access evaluation. ACM SIGIR Forum, 46(2), 60–84. https://doi.org/10.1145/2422256.2422265
Braschler, M., Choukri, K., Ferro, N., Hanbury, A., Karlgren, J., Müller, H., Petras, V., Pianta, E., de Rijke, M., & Santucci, G. (2010). A PROMISE for experimental evaluation [Conference paper]. Multilingual and Multimodal Information Access Evaluation, 140–144. https://doi.org/10.1007/978-3-642-15998-5_16
Braschler, M. (2009). Best practices in system-oriented aspects for multilingual information access applications. Proceedings of the E Challenges 2009 Conference.
Peters, C., Braschler, M., Di Nunzio, G., Ferro, N., Gonzalo, J., & Sanderson, M. (2008). From research to application in multilingual information access : the contribution of evaluation. Proceedings of the Sixth International Language Resources and Evaluation Conference, LREC 08.
Arni, T., Baudinot, G., & Braschler, M. (2008). Wissensvorsprung durch Reputation Monitoring. Goldwyn Reports.
Arni, T., Baudinot, G., & Braschler, M. (2008). Reputation Monitoring TM Bericht Q1/08.
Braschler, M., & Ferro, N. (2007). Adding multilingual information access to the European Library [Conference paper]. Digital Libraries : Research and Development, 218–227. https://doi.org/10.1007/978-3-540-77088-6_21
Braschler, M., Herget, J., Pfister, J., Schäuble, P., Steinbach, M., & Stuker, J. (2007). Kommunikation im Internet : die Suchfunktion im Praxistest. Information - Wissenschaft & Praxis, 58(3), 159–168.
Agosti, M., Braschler, M., Ferro, N., Peters, C., & Siebinga, S. (2007). Roadmap for multilingual information access in the European Library [Conference paper]. Research and Advanced Technology for Digital Libraries, 136–147. https://doi.org/10.1007/978-3-540-74851-9_12
Baudinot, G., Braschler, M., & Egli, R. (2006). Automatische Kategorisierung am Beispiel von E-Mail.
Braschler, M., Herget, J., Pfister, J., Schäuble, P., Steinbach, M., & Stuker, J. (2006). Evaluation der Suchfunktion von Schweizer Unternehmens-Websites. In Churer Schriften zur Informationswissenschaft (Vol. 12). HTW Chur. https://www.fhgr.ch/fileadmin/fhgr/angewandte_zukunftstechnologien/SII/churer_schriften/sii-churer_schriften_12-Evaluation_der_Suchfunktion_von_Schweizer_Unternehmenswebsites.pdf
Braschler, M., Di Nunzio, G. M., Ferro, N., & Peters, C. (2005). CLEF 2004 : ad hoc track overview and results analysis [Conference paper]. Multilingual Information Access for Text, Speech and Images, 10–26. https://doi.org/10.1007/11519645_2
Peters, C., Braschler, M., Choukri, K., Gonzalo, J., & Kluck, M. (2004). The future of evaluation for cross-langauge information retrieval systems [Conference paper]. Proceedings of the Fourth International Conference on Language Resources and Evaluation LREC 2004, 841–844.
Braschler, M., & Peters, C. (2004). CLEF 2003 methodology and metrics [Conference paper]. Comparative Evaluation of Multilingual Information Access Systems, 7–20. https://doi.org/10.1007/978-3-540-30222-3_2
Comparative evaluation of multilingual information access systems. (2004). In C. Peters, J. Gonzalo, M. Braschler, & M. Kluck (Eds.), 4th Workshop of the Cross-Language Evaluation Forum (CLEF 2003), Trondheim, Norway, 21-22 August 2003. Springer. https://doi.org/10.1007/b102261
Braschler, M. (2004). CLEF 2003 : overview of results [Conference paper]. Comparative Evaluation of Multilingual Information Access Systems, 44–63. https://doi.org/10.1007/978-3-540-30222-3_5
Advances in cross-language information retrieval. (2003). In M. Braschler, J. Gonzalo, & M. Kluck (Eds.), Third Workshop of the Cross-Language Evaluation Forum (CLEF 2002), Rome, Italy, 19-20 September 2002. Springer. https://doi.org/10.1007/b12018
Evaluation of cross-language information retrieval systems. (2002). In C. Peters, M. Braschler, J. Gonzalo, & M. Kluck (Eds.), Second Workshop of the Cross-Language Evaluation Forum (CLEF 2001) Darmstadt, Germany, 3-4 September 2001. Springer. https://doi.org/10.1007/3-540-45691-0

Mündliche Konferenzbeiträge und Abstracts

Bachmann, T., Doukaras, A., Carabias-Hütter, V., & Braschler, M. (2013, September). The potential of a web-based personalized horizon scanning tool. International Foresight Academy (IFA) Seminar, «Participatory Foresight for Smarter Futures - from Design to Impact», Winterthur, Switzerland, 16-19 September 2013.
Agosti, M., Braschler, M., Choukri, K., Ferro, N., Harman, D., Peters, C., Pianta, E., de Rijke, M., & Smeaton, A. (2010, December). CLEF 2010 conference on multilingual and multimodal information access evaluation. CLEF 2010 Conference on Multilingual and Multimodal Information Access Evaluation, Padua, Italy, 20-23 September 2010. http://sigir.org/files/forum/2010D/conferences/2010d_sigirforum_agosti.pdf
Braschler, M., Heuwing, B., Mandl, T., Womser-Hacker, C., Herget, J., Schäuble, P., & Stuker, J. (2009). Evaluation der Suchfunktion Deutscher Unternehmenswebsites. 12. Tagung der Deutschen International Society for Knowledge Organization (ISKO), Bonn, 19.-21. Oktober 2009.

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