Citation
Haider, Sayed Nafiz and Haw, Su Cheng and Chua, Fang Fang (2017) Group-in-the-loop: Architecture For Harnessing and Creating Collective Intelligence. In: Proceedings of the 6 th International Conference on Computing and Informatics, ICOCI 2017. Universiti Utara Malaysia, pp. 511-516.
Text
78.pdf Restricted to Repository staff only Download (779kB) |
Abstract
As pervasive computing is becoming more pervasive and new ways to collaborate are emerging, humans and algorithms are cocreating "Collective intelligence". Moreover, human can deliver at points where automatic machine learning algorithms fail. In the light of this context, the need for new tools and techniques is becoming apparent to harness the collective intelligence more effectively. In this paper, we investigate different approaches to utilize the collective intelligence in computer aided collaborative works. We reviewed recent works on the human-in-the-loop approach to artificial intelligence and proposed an architecture that uses scaled up version of human-in-the-loop approach, "Group-in-the-loop".
Item Type: | Book Section |
---|---|
Uncontrolled Keywords: | Swarm intelligence, Human-in-the-loop, collective intelligence, recommender system, group-in-the-loop, collaborative work |
Subjects: | Q Science > Q Science (General) > Q300-390 Cybernetics |
Divisions: | Faculty of Computing and Informatics (FCI) |
Depositing User: | Ms Rosnani Abd Wahab |
Date Deposited: | 05 Nov 2020 17:45 |
Last Modified: | 05 Nov 2020 17:45 |
URII: | http://shdl.mmu.edu.my/id/eprint/7111 |
Downloads
Downloads per month over past year
Edit (login required) |