uComp (Embedded Human Computation for Knowledge Extraction and Evaluation)


Type Research Project

Funding Bodies
  • EU - European Commission

Duration Nov. 1, 2012 - Oct. 31, 2015

http://www.ucomp.eu
  • Applied Information Technology AE (Details)
  • Research Institute for Computational Methods FI (Details)

Tags

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  • Belk, Stefan (Former researcher)
  • Föls, Michael (Former researcher)
  • Hanika, Florian (Former researcher)
  • Hornik, Kurt (Details) Project Head
  • Karacsonyi, Matyas (Former researcher)
  • Konrad, Philipp (Former researcher)
  • Lang, Heinz-Peter (Former researcher)
  • Rohrer, Katharina (Former researcher)
  • Schett, Matthias (Former researcher)
  • Wohlgenannt, Gerhard (Former researcher) Project Head
 

Abstract (English)

uComp will merge collective human intelligence and automated methods in a symbiotic fashion in a scalable and generic framework for knowledge extraction and evaluation.
Going beyond mere data collection, the framework will continuously learn from human feedback to optimise the automated methods, and embed the human computation paradigm into adaptive knowledge extraction workflows.

Partners

Publications

Journal article

2017 Weichselbraun, Albert, Gindl, Stefan, Fischer, Fabian, Vakulenko, Svitlana, Scharl, Arno. 2017. Aspect-Based Extraction and Analysis of Affective Knowledge from Social Media Streams. IEEE Intelligent Systems 32 (3), 80-88. (Details)
2016 Wohlgenannt, Gerhard and Sabou, Marta and Hanika, Florian. 2016. Crowd-based Ontology Engineering with the uComp Protege Plugin. Semantic Web Journal 7 (4), 379-398. (Details)

Contribution to conference proceedings

2016 Wohlgenannt, Gerhard and Minic, Filip. 2016. Using word2vec to Build a Simple Ontology Learning System. In {CEUR} Workshop Proceedings, Hrsg. Yolanda Gil et al. 0-0. Kobe, Japan: CEUR Workshop Proceedings. (Details)
2014 Hanika, Florian and Wohlgenannt, Gerhard and Sabou, Marta. 2014. The uComp Protgege Plugin: Crowdsourcing Enabled Ontology Engineering. In Knowledge Engineering and Knowledge Management - 19th International Conference, EKAW 2014, November 24-28, 2014. Proceedings, Hrsg. Krzysztof Janowicz and Stefan Schlobach and Patrick Lambrix and Eero Hyvoenen, 181-196. Linköping, Schweden: Springer. (Details)
2013 Wohlgenannt, Gerhard, Belk, Stefan, Schett, Matthias. 2013. Computing Semantic Association: Comparing Spreading Activation and Spectral Association for Ontology Learning. In Computing Semantic Association: Comparing Spreading Activation and Spectral Association for Ontology Learning, Hrsg. Ramanna, S., Lingras, P., Sombattheera, C., Krishna, A. (eds.), MIWAI, Lecture Notes in Computer Science (LNCS) 8271, 317-328. Krabi, Thailand: Springer. open access (Details)
  Wohlgenannt, Gerhard, Belk, Stefan, Schett, Matthias. 2013. A Prototype for Automating Ontology Learning and Ontology Evolution. In 5th International Conference on Knowledge Engineering and Ontology Development (KEOD-2013), Hrsg. Joaquim Filipe and Jan Dietz, 407-412. Vilamoura, Portugal: SciTePress. open access (Details)

Paper presented at an academic conference or symposium

2014 Wohlgenannt, Gerhard. 2014. Ontology Learning and Crowdsourcing. Faculty talk at MSU, Mahasarakham, Thailand, 9.12. Invited Talk (Details)
  Wohlgenannt, Gerhard. 2014. The uComp Protege Plugin: Crowdsourcing Enabled Ontology Engineering. Knowledge Engineering and Knowledge Management - 19th International Conference, EKAW 2014, Linköping, Sweden, 28.11. (Details)
2013 Wohlgenannt, Gerhard. 2013. A Prototype for Automating Ontology Learning and Ontology Evolution. 5th International Conference on Knowledge Engineering and Ontology Development (KEOD 2013), Vilamoura, Portugal, 19.09.-22.09. (Details)
  Wohlgenannt, Gerhard. 2013. Computing Semantic Association: Comparing Spreading Activation and Spectral Association for Ontology Learning. The 7th Multi-Disciplinary International Workshop on Artificial Intelligence (MIWAI2013), Krabi, Thailand, 09.12.2013-11.12.2013. (Details)

Unpublished lecture

2016 Wohlgenannt, Gerhard. Forthcoming. The Integration of Crowdsourcing into Knowledge Engineering Workflows -- Invited Talk. Workshop on Mathematic Models and Information Technology, Higher School of Economics, Moscow, 01.06. (Details)

Classification

  • 1109 Information and data processing (Details)