Directions in Hybrid Intelligence: Complementing AI Systems with Human Intelligence

Kamar, Ece

Directions in Hybrid Intelligence: Complementing AI Systems with Human Intelligence

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Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence. Pages 4070-4072.

Abstract

Hybrid intelligence systems combine machine and human intelligence to overcome the shortcomings of existing AI systems. This paper reviews recent research efforts towards developing hybrid systems focusing on reasoning methods for optimizing access to human intelligence and on gaining comprehensive understanding of humans as helpers of AI systems. It concludes by discussing short and long term research directions.

Ece Kamar. 2016. Directions in Hybrid Intelligence: Complementing AI Systems with Human Intelligence. In Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, IJCAI-16. IJCAI, 4070–4072. https://ijcai.org/proceedings/2016/603

@inproceedings{ijcai2016p603,
  title     = {Directions in Hybrid Intelligence: Complementing AI Systems with Human Intelligence},
  author    = {Kamar, Ece},
  booktitle = {Proceedings of the Twenty-Fifth International Joint Conference on
               Artificial Intelligence, {IJCAI-16}},
  publisher = {AAAI Press / International Joint Conferences on Artificial Intelligence},
  editor    = {Subbarao Kambhampati},
  pages     = {4070--4072},
  year      = {2016},
  month     = {7},
  url       = {https://ijcai.org/proceedings/2016/603},
}

TY  - CPAPER
TI  - Directions in Hybrid Intelligence: Complementing AI Systems with Human Intelligence
AU  - Kamar, Ece
T2  - Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, IJCAI-16
PB  - AAAI Press / International Joint Conferences on Artificial Intelligence
PY  - 2016
SP  - 4070
EP  - 4072
UR  - https://ijcai.org/proceedings/2016/603
ER  -