Dr. Andreas Weiler

ZHAW School of Engineering
Forschungsschwerpunkt Intelligent Information Systems
Obere Kirchgasse 2 / Steinberggasse 12/14
8400 Winterthur

+41 (0) 58 934 41 39
andreas.weiler@zhaw.ch

Persönliches Profil

Tätigkeit an der ZHAW

Dozent für Intelligente Informationssysteme, Studienleiter in der Weiterbildung des CAS Information Engineering

www.zhaw.ch/de/engineering/institute-zentren/init/information-engineering/

Lehrtätigkeit in der Weiterbildung

CAS Information Engineering

Arbeits- und Forschungsschwerpunkte, Spezialkenntnisse

Data Science, Information Engineering, Data Mining, Mustererkennung, maschinelles Lernen, Stream Processing und Mining, Real-Time Stream Analytics, Big Data Analytics, Text Analyse, Information Retrieval, Informationsethik

Aus- und Fortbildung

2016 Dr. rer. nat., Informatik, Universität Konstanz
2010 Master of Science, Information Engineering, Universität Konstanz
2006 Bachelor of Science, Information Engineering, Universität Konstanz

Beruflicher Werdegang

2020 - heute Studienleiter in der Weiterbildung CAS Information Engineering
2018 - heute Dozent Intelligent Information Systems (50% Forschung, 50% Lehre), ZHAW InIT
2020 - 2023 Studienleiter in der Weiterbildung CAS Machine Intelligence
2017 - 2018 Dozent (Data Warehousing, BI, and OLAP), Universität Konstanz
2016 - 2018 Lead Data Scientist / Data Engineer, coliquio GmbH (https://www.coliquio.de/)
2010 - 2016 Wissenschaftlicher Mitarbeiter (PhD, Postdoc) an der Arbeitsgruppe Datenbanken und Informationssysteme, Universität Konstanz
2007 - 2010 Wissenschaftliche Hilfskraft an der Arbeitsgruppe Datenbanken und Informationssysteme, Universität Konstanz

Mitglied in Netzwerken

Projekte

Publikationen

Konferenzbeiträge, peer-reviewed

Smith, Ellery; Weiler, Andreas; Braschler, Martin,

2021.

Skill extraction for domain-specific text retrieval in a job-matching platform [Paper].

In:

Candan, K. Selçuk; Ionescu, Bogdan; Goeuriot, Lorraine; Larsen, Birger; Müller, Henning; Joly, Alexis; Maistro, Maria; Piroi, Florina; Faggioli, Gugliemlo; Ferro, Nicola, Hrsg.,

Experimental IR Meets Multilinguality, Multimodality, and Interaction.

12th International Conference of the CLEF Association (CLEF 2021), virtual event, 21–24 September 2021.

Cham:

Springer.

S. 116-128.

Lecture Notes in Computer Science ; 12880.

Verfügbar unter: https://doi.org/10.1007/978-3-030-85251-1_10
Roost, Dano; Meier, Ralph; Huschauer, Stephan; Nygren, Erik; Egli, Adrian; Weiler, Andreas; Stadelmann, Thilo,

2020.

Improving sample efficiency and multi-agent communication in RL-based train rescheduling [Paper].

In:

Proceedings of the 7th SDS.

7th Swiss Conference on Data Science, Lucerne, Switzerland, 26 June 2020.

IEEE.

Verfügbar unter: https://doi.org/10.21256/zhaw-19978
Westermann, Alexander; Krayer, Philipp; Weiler, Andreas,

2020.

AdsISee : advertisement detection and tracking for sponsorship evaluation in soccer matches [Paper].

In:

Proceedings of the DARLI-AP 2020 : Data Analytics Solutions for Real-Life Applications Workshop of the EDBT/ICDT 2020 Joint Conference.

EDBT/ICDT 2020 Joint Conference, Copenhagen, Denmark, 30 March 2020.
Affolter, Raffael; Weiler, Andreas,

2020.

FacetX : dynamic facet generation for advanced information filtering of search results [Paper].

In:

Proceedings of the SEA Data 2020 : Search, Exploration, and Analysis in Heterogeneous Datastores Workshop of the EDBT/ICDT 2020 Joint Conference.

EDBT/ICDT 2020 Joint Conference, Copenhagen, Denmark, 30 March 2020.
Smith, Ellery; Braschler, Martin; Weiler, Andreas; Haberthuer, Thomas,

2019.

Syntax-based skill extractor for job advertisements [Paper].

In:

2019 6th Swiss Conference on Data Science (SDS).

6th Swiss Conference on Data Science (SDS), Bern, 14. Juni 2019.

IEEE.

S. 80-81.

Verfügbar unter: https://doi.org/10.1109/SDS.2019.000-3
Weiler, Andreas; Schilling, Harry; Kircher, Lukas; Grossniklaus, Michael,

2019.

Towards reproducible research of event detection techniques for Twitter [Paper].

In:

2019 6th Swiss Conference on Data Science (SDS).

6th Swiss Conference on Data Science (SDS), Bern, 14. Juni 2019.

IEEE.

S. 69-74.

Verfügbar unter: https://doi.org/10.1109/SDS.2019.000-5

Publikationen vor Tätigkeit an der ZHAW

2017
- Weiler, Andreas. Design und Evaluation von Verfahren zur Ereigniserkennung in Sozialen Datenströmen. In: Hölldobler, S. (Hrsg.), Ausgezeichnete Informatikdissertationen 2016. Bonn: Gesellschaft für Informatik e.V.. (S. 309-318).
- Andreas Weiler, Michael Grossniklaus, and Marc H. Scholl: Survey and Experimental Analysis of Event Detection Techniques for Twitter, Oxford Computer Journal, 2017, Vol. 60(3), pp. 329-346

2016
- Andreas Weiler, Joeran Beel, Bela Gipp, and Michael Grossniklaus: Stability Evaluation of Event Detection Techniques for Twitter, Proc. Intl. Symp. on Intelligent Data Analysis (IDA), 2016, pp. 368-380
- Andreas Weiler: Design and Evaluation of Event Detection Techniques for Social Media Data Streams, Dissertation, University of Konstanz, 2016
- Andreas Weiler, Michael Grossniklaus, and Marc H. Scholl: An Evaluation of the Run-time and Task-based Performance of Event Detection Techniques for Twitter, Information Systems, 2016, Vol. 62, pp. 207-219
- Andreas Weiler, Michael Grossniklaus, and Marc H. Scholl: Situation Monitoring of Urban Areas Using Social Media Data Streams, Information Systems, 2016, Vol. 57, pp. 129-141

2015
- Michael Grossniklaus, Marc H. Scholl, and Andreas Weiler: Towards Adaptive Event Detection Techniques for the Twitter Social Media Data Stream, IEEE Data Engineering Bulletin, Vol. 38, No. 4
- Andreas Weiler, Michael Grossniklaus, and Marc H. Scholl: Evaluation Measures for Event Detection Techniques on Twitter Data Streams. In Proceedings of BICOD 2015, 30th British International Conference on Databases, Edinburgh, Scotland, July 2015
- Andreas Weiler, Michael Grossniklaus, and Marc H. Scholl: Run-time and Task-based Performance of Event Detection Techniques for Twitter. In Proceedings of CAiSE 2015, 27th International Conference on Advanced Information Systems Engineering, Stockholm, Sweden, June 2015
- Andreas Weiler Michael Grossniklaus, and Marc H. Scholl: The Stor-e-Motion Visualization for Topic Evolution Tracking in Text Data Streams. In Proceedings of IVAPP 2015, 6th International Conference on Information Visualization Theory and Applications, Berlin, Germany, March 2015

2014
- Svetlana Mansmann, Nafees Ur Rehman, Andreas Weiler, and Marc H. Scholl: Discovering OLAP Dimensions in Semi-Structured Data. Information Systems, Vol. 44, August 2014
- Andreas Weiler, Michael Grossniklaus, Franz Wanner, and Marc H. Scholl: The Stor-e-Motion Visualization for Topic Evolution Tracking in Social Media Streams. In Proceedings of EuroVis 2014, Eurographics Conference on Visualization, Swansea, UK, June, 2014
- Franz Wanner, Andreas Stoffel, Dominik Jäckle, Bum Kwon, Andreas Weiler, and Daniel A. Keim: State-of-the-Art Report of Visual Analysis for Event Detection in Text Data Streams. In Proceedings of EuroVis 2014, Eurographics Conference on Visualization (STAR Report), Swansea, UK, June 2014
- Robert Popovici, Andreas Weiler, and Michael Grossniklaus: On-line Clustering for Real-Time Topic Detection in Social Media Streaming Data. In Proceedings of SNOW 2014 Workshop Data Challenge, Seoul, Korea, April 2014
- Andreas Weiler, Michael Grossniklaus, and Marc H. Scholl: Event Identification and Tracking in Social Media Streaming Data. In Proceedings of MSDM 2014, EDBT Workshop on Multimodal Social Data Management, Athens, Greece, March 2014
- Andreas Weiler, Michael Grossniklaus, and Marc H. Scholl: SiCi Explorer: Situation Monitoring of Cities in Social Media Streaming Data. In Proceedings of MUD 2014, EDBT Workshop on Mining Urban Data (Short Paper), Athens, Greece, March 2014

2013
- Simon Butscher, Jens Müller, Andreas Weiler, Roman Rädle, Harald Reiterer, and Marc H. Scholl: Multi-user Twitter Analysis for Crisis Room Environments Collaborative Human-Computer Interaction with Big Wall Displays. In Proceedings of BigWallHCI 2013, 3rd JRC ECML Crisis Management Technology Workshop on Human-Computer Interaction with Big Wall Displays for Situation Monitoring and Reporting in Crisis Management Centres, Ispra, Italy, April 2013
- Andreas Weiler, Marc H. Scholl, Franz Wanner, and Christian Rohrdantz: Event Identification for Local Areas Using Social Media Streaming Data. In DBSocial 2013, SIGMOD Workshop on Databases and Social Networks, New York, NY, USA, June 2013
- Nafees Ur Rehman, Andreas Weiler, and Marc H. Scholl: OLAPing Social Media: The Case of Twitter. In Proceedings of ASONAM 2013, International Conference on Advances in Social Networks Analysis and Mining, Niagara, ON, Canada, August 2013

2012
- Franz Wanner, Andreas Weiler, and Tobias Schreck: Topic Tracker: Shape-based Visualization for Trend and Sentiment Tracking in Twitter. In TextVis 2012, 2nd Workshop on Interactive Visual Text Analytics – Task-Driven Analysis of Social Media (Part of VisWeek 2012), October 2012
- Milos Krstajic, Christian Rohrdantz, Michael Hund, and Andreas Weiler: Getting There First: Real-time Detection of Real-world Incidents in Twitter. In TextVis 2012, 2nd Workshop on Interactive Visual Text Analytics – Task-Driven Analysis of Social Media (Part of VisWeek 2012), October 2012
- Nafees Ur Rehman, Svetlana Mansmann, Andreas Weiler, and Marc H. Scholl: Building a Data Warehouse for Twitter Stream Exploration. In Proceedings of ASONAM 2012, International Conference on Advances in Social Networks Analysis and Mining, Istanbul, Turkey, August 2012
- Nafees Ur Rehman, Svetlana Mansmann, Andreas Weiler, and Marc H. Scholl: Discovering Dynamic Classification Hierarchies in OLAP Dimensions. In Proceedings of ISMIS 2012, 20th International Symposium on Foundations of Intelligent Systems, Macau, China, December 2012
- Andreas Weiler, Svetlana Mansmann, and Marc H. Scholl: Towards an Advanced System for Real-time Event Detection in High-volume Data Streams. In Proceedings of PIKM 2012, 5th PhD Workshop on Information and Knowledge, Maui, HI, USA, November 2012
- Svetlana Mansmann, Nafees Ur Rehman, Andreas Weiler, and Marc H. Scholl: Discovering OLAP Dimensions in Semi-structured Data. In Proceedings of DOLAP 2012, 15th International Workshop on Data Warehousing and OLAP, Maui, HI, USA, November 2012
- Roman Rädle, Andreas Weiler, Stephan Huber, Hans-Christian Jetter, Svetlana Mansmann, Harald Reiterer, and Marc H. Scholl: eBook Meets Tabletop: Using Collaborative Visualization for Search and Serendipity in Online Book Repositories. In Proceedings of BooksOnline 2012, 5th Workshop on Research Advances in Large Digital Book Repositories and Complementary Media, Maui, HI, USA, November 2012

2010
- Andreas Weiler: Client-/Server-Architecture in XML Databases. Master's Thesis, University of Konstanz

2006
- Andreas Weiler: Design and Development of a Frontend for Visual Exploration of OLAP Data: Interactive Queries and Result Visualizations. Bachelor's Thesis, University of Konstanz

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