Dr. Mark Cieliebak

Leitungsfunktion

Stv. Schwerpunktleitung Software Systems (SwS)

Tätigkeit an der ZHAW als

Dozent für Datenanalyse und Software Engineering

http://www.zhaw.ch/~ciel

Lehrtätigkeit in der Weiterbildung

• CAS Data Product Design
• CAS Machine Intelligence

Arbeits- und Forschungsschwerpunkte, Spezialkenntnisse

Text Analytics und Dialogue Systems, Machine Learning, Social Media, Data Science, Algorithmen und Komplexität, Software Engineering

Aus- und Fortbildung

Dr. sc. tech, ETH Zürich, 2003
Dipl. Informatiker, Universität Dortmund, 1999

Beruflicher Werdegang

CEO und Founder, SpinningBytes AG, seit 2015
Leiter IT und Entwicklung, Netbreeze GmbH, 2007-2012
Software Ingenieur, sd&m AG, 2005-2007
Algorithmiker, Prolim GmbH, 2005
Postdoc, Universität Santiago de Chile, 2004

• SCAI: Smart Contract Analytics using Artificial Intelligence / ProjektleiterIn / 01.05.2018
• PANOPTES / ProjektleiterIn / 01.07.2015
• AUGEST - Automatische Generierung von Regressionstests / ProjektleiterIn / 01.08.2014
• Evaluation "Flipped Classroom" / ProjektleiterIn / 01.12.2013
• SODES: Swiss Open Data Exploration System / ProjektleiterIn / 01.12.2013
• Talkalyzer / ProjektleiterIn / 01.05.2013

• Cieliebak, Mark; Deriu, Jan Milan; Egger, Dominic; Uzdilli, Fatih,

  2017.

  A Twitter corpus and benchmark resources for german sentiment analysis

  [Paper].

  In:

  5th International Workshop on Natural Language Processing for Social Media, Boston, MA, USA, December 11, 2017.

  Association for Computational Linguistics.

  45-51.

  Verfügbar unter: https://doi.org/10.21256/zhaw-1530

• von Däniken, Pius; Cieliebak, Mark,

  2017.

  Transfer learning and sentence level features for named entity recognition on tweets

  [Paper].

  In:

  Proceedings of the 3rd Workshop on Noisy User-generated Text.

  3rd Workshop on Noisy User-generated Text (W-NUT), Copenhagen, September 7th, 2017.

  Association for Computational Linguistics.

  166-171.

  Verfügbar unter: https://doi.org/10.21256/zhaw-1528

• Deriu, Jan Milan; Lucchi, Aurelien; De Luca, Valeria; Severyn, Aliaksei; Müller, Simone; Cieliebak, Mark; Hofmann, Thomas; Jaggi, Martin,

  2017.

  Leveraging large amounts of weakly supervised data for multi-language sentiment classification

  [Paper].

  In:

  Proceedings of the 26th International Conference on World Wide Web.

  26th International World Wide Web Conference Committee (IW3C2), Perth, Australia, April 3–7, 2017.

  ACM Press.

  1045-1052.

  Verfügbar unter: https://doi.org/10.21256/zhaw-1525

• von Grünigen, Dirk; Weilenmann, Martin; Deriu, Jan Milan; Cieliebak, Mark,

  2017.

  Potential and limitations of cross-domain sentiment classification

  [Paper].

  In:

  Proceedings of the Fifth International Workshop on Natural Language Processing for Social Media.

  Fifth International Workshop on Natural Language Processing for Social Media, Valencia, Spain, April 3-7, 2017.

  Stroudsburg PA, USA:

  Association for Computational Linguistics.

  17-24.

  Verfügbar unter: https://doi.org/10.21256/zhaw-1526

• Deriu, Jan Milan; Cieliebak, Mark,

  2017.

  SwissAlps at SemEval-2017 Task 3 : attention-based convolutional neural network for community question answering

  [Paper].

  In:

  Proceedings of the 11th International Workshop on Semantic Evaluation (SemEval-2017).

  International Workshop on Semantic Evaluation.

  Association for Computational Linguistics.

  334-338.

  Verfügbar unter: https://doi.org/10.21256/zhaw-3481

• Kodiyan, Don; Hardegger, Florin; Neuhaus, Stephan; Cieliebak, Mark,

  2017.

  Author profiling with bidirectional RNNs using attention with GRUs : notebook for PAN at CLEF 2017

  [Paper].

  In:

  CLEF 2017 Evaluation Labs and Workshop – Working Notes Papers.

  CLEF 2017 Evaluation Labs and Workshop – Working Notes Papers, Dublin, Ireland, 11-14 September 2017.

  RWTH Aachen.

  Verfügbar unter: https://doi.org/10.21256/zhaw-1531

• Müller, Simon; Huonder, Tobias; Deriu, Jan Milan; Cieliebak, Mark,

  2017.

  TopicThunder at SemEval-2017 Task 4 : sentiment classification using a convolutional neural network with distant supervision

  [Paper].

  In:

  Proceedings of the 11th International Workshop on Semantic Evaluation (SemEval-2017).

  11th International Workshop on Semantic Evaluation, Vancouver, Canada, 3-4 August 2017.

  Association for Computational Linguistics.

  766-771.

  Verfügbar unter: https://doi.org/10.21256/zhaw-1529

• Meier, Benjamin; Stadelmann, Thilo; Stampfli, Jan; Arnold, Marek; Cieliebak, Mark,

  2017.

  Fully convolutional neural networks for newspaper article segmentation

  [Paper].

  In:

  Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition (ICDAR).

  14th IAPR International Conference on Document Analysis and Recognition (ICDAR), Kyoto Japan, November 13-15, 2017.

  Kyoto, Japan:

  CPS.

  Verfügbar unter: https://doi.org/10.21256/zhaw-1533

• Cieliebak, Mark; Magid, Amani; Pradarelli, Beatrice,

  2017.

  How to throw chocolate at students : a survey of extrinsic means for increased audience attention

  [Paper].

  In:

  Global Engineering Education Conference (EDUCON).

  Global Engineering Education Conference (EDUCON), Athens, Greece, 25-28 April 2017.

  IEEE.

  199-203.

  Verfügbar unter: https://doi.org/10.21256/zhaw-1534

• Falkner, Nicole; Dolce, Stefano; von Däniken, Pius; Cieliebak, Mark,

  2017.

  Swiss chocolate at CAp 2017 NER challenge : partially annotated data and transfer learning

  [Paper].

  In:

  19th Conference sur l'Apprentissage Automatique, Grenoble, 28-30 June 2017.

  Verfügbar unter: https://doi.org/10.21256/zhaw-1532

• Uzdilli, Fatih; Cieliebak, Mark; Egger, Dominic,

  2016.

  Adverse drug reaction detection using an adapted sentiment classifier

  [Paper].

  In:

  Proceedings of the Social Media Mining Shared Task Workshop at the Pacific Symposium on Biocomputing.

  Pacific Symposium on Biocomputing, 2016.

• Deriu, Jan Milan; Cieliebak, Mark,

  2016.

  Sentiment analysis using convolutional neural networks with multi-task training and distant supervision on italian tweets

  [Paper].

  In:

  Basili, Roberto; Hrsg., Montemagni, Simonetta, Hrsg.,

  Proceedings of Third Italian Conference on Computational Linguistics (CLiC-it 2016) & Fifth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2016).

  Fifth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian, Napoli, Italy, December 5-7, 2016.

  Italian Journal of Computational Linguistics.

  Verfügbar unter: https://doi.org/10.21256/zhaw-1527

• Cieliebak, Mark; Keck Frei, Andrea,

  2016.

  Influence of flipped classroom on technical skills and non-technical competences of IT students

  [Paper].

  In:

  Global Engineering Education Conference (EDUCON), Abu Dhabi, 10-13 April 2016.

  IEEE.

  1012-1016.

  Verfügbar unter: https://doi.org/10.1109/EDUCON.2016.7474676

• Uzdilli, Fatih; Jaggi, Martin; Egger, Dominic; Julmy, Pascal; Derczynski, Leon; Cieliebak, Mark,

  2015.

  Swiss-Chocolate : combining flipout regularization and random forests with artificially built subsystems to boost text-classification for sentiment

  [Paper].

  In:

  Proceedings of the 9th International Workshop on Semantic Evaluation (SemEval 2015), Denver, Colorado, June 4-5, 2015.

  International Workshop on Semantic Evaluation.

  Association for Computational Linguistics.

  608-612.

  Verfügbar unter: https://doi.org/10.18653/v1/S15-2101

• Stadelmann, Thilo; Cieliebak, Mark; Stockinger, Kurt;

  2015.

  Toward automatic data curation for open data

  .

  ERCIM News.

  2015(100),

  S. 32-33.

  Verfügbar unter: https://doi.org/10.21256/zhaw-3643

• Stadelmann, Thilo; Stockinger, Kurt; Braschler, Martin; Cieliebak, Mark; Baudinot, Gerold; Dürr, Oliver; Ruckstuhl, Andreas,

  2013.

  Applied data science in Europe : challenges for academia in keeping up with a highly demanded topic

  [Paper].

  In:

  Proceedings of the 9th European Computer Science Summit.

  9th European Computer Science Summit, Amsterdam, October 8–9, 2013.

• Cieliebak, Mark; Dürr, Oliver; Uzdilli, Fatih,

  2013.

  Potential and limitations of commercial sentiment detection tools

  [Paper].

  In:

  Proceedings of the First International Workshop on Emotion and Sentiment in Social and Expressive Media: approaches and perspectives from AI (ESSEM 2013).

  First International Workshop on Emotion and Sentiment in Social and Expressive Media (ESSEM 2013), Turin, Italy, December 3 2013.

  RWTH Aachen.

  47-58.

  CEUR workshop proceedings ; 1096.

  Verfügbar unter: http://ceur-ws.org/Vol-1096/paper4.pdf

• Cieliebak, Mark; Flocchini, Paola; Prencipe, Giuseppe; Santoro, Nicola,

  2012.

  Distributed computing by mobile robots : gathering

  .

  SIAM Journal on Computing.

  41(4),

  S. 829-879.

  Verfügbar unter: https://doi.org/10.1137/100796534

Monographien und Herausgeberschaften

• Schutzbach, Daniel; Uzdilli, Fatih; Cieliebak, Mark (Hg.). (2015).

  Back to the Future

  . Time-Travelling-Debugger als Alternative zu klassischen Debuggern.

  Frankfurt am Main: Software & Support Media GmbH.

Beiträge, peer-reviewed

• Uzdilli, Fatih; Jaggi, Martin; Egger, Dominic; Julmy, Pascal; Derczyski, Leon; Cieliebak, Mark (2015).

  Swiss-Chocolate: Combining Flipout Regularization and Random Forests with Artificially Built Subsystems to Boost Text-Classification for Sentiment

  .

  Proceedings of the International Workshop on Semantic Evaluation (SemEval-2015) Peer reviewed.

• Dürr, Oliver; Uzdilli, Fatih; Cieliebak, Mark (2014).

  JOINT_FORCES: Unite Competing Sentiment Classifiers with Random Forest

  .

  Proceedings of the International Workshop on Semantic Evaluation (SemEval-2014) Peer reviewed.

• Cieliebak, Mark; Dürr, Oliver; Uzdilli, Fatih (2014).

  Meta-Classifiers Easily Improve Commercial Sentiment Detection Tools

  .

  Proceedings of the 9th International Conference on Language Resources and Evaluation (LREC 2014) Peer reviewed.

• Jaggi, Martin; Uzdilli, Fatih; Cieliebak, Mark (2014).

  Swiss-Chocolate: Sentiment Detection using Sparse SVMs and Part-Of-Speech n-Grams

  .

  Proceedings of the International Workshop on Semantic Evaluation (SemEval-2014) Peer reviewed.

Beiträge, nicht peer-reviewed

• Arnold, Marek; Cieliebak, Mark; Stadelmann, Thilo; Stampfli, Jan; Uzdilli, Fatih (2015).

  PANOPTES

  : Automated Article Segmentation of Newspaper Pages for "Real Time Print Media Monitoring“.

  Proceedings of SGAICO Annual Assembly and Workshop 2015

• Cieliebak, Mark (2014).

  Flip your classroom – But be aware!

  .

  Lifelong Learning in Europe (LLinE), 4.