[PDF][PDF] Directions in Hybrid Intelligence: Complementing AI Systems with Human Intelligence.
E Kamar - IJCAI, 2016 - microsoft.com
Hybrid intelligence systems combine machine and human intelligence to overcome the
shortcomings of existing AI systems. This paper reviews recent research efforts towards …
shortcomings of existing AI systems. This paper reviews recent research efforts towards …
Algorithmic management in scientific research
M Koehler, H Sauermann - Research Policy, 2024 - Elsevier
Artificial intelligence (AI) can perform core research tasks such as generating research
questions, processing data, and solving problems. We shift the focus from AI as a “worker” to …
questions, processing data, and solving problems. We shift the focus from AI as a “worker” to …
Everyone counts? Design considerations in online citizen science
Effective classification of large datasets is a ubiquitous challenge across multiple knowledge
domains. One solution gaining in popularity is to perform distributed data analysis via online …
domains. One solution gaining in popularity is to perform distributed data analysis via online …
[图书][B] The theory and practice of social machines
In 2007 and into 2008, a disputed presidential election in Kenya ended in a tragic and
complex pattern of violent protests, heavy-handed responses from the police and ethnically …
complex pattern of violent protests, heavy-handed responses from the police and ethnically …
Documenting geographically and contextually diverse data sources: The bigscience catalogue of language data and resources
In recent years, large-scale data collection efforts have prioritized the amount of data
collected in order to improve the modeling capabilities of large language models. This …
collected in order to improve the modeling capabilities of large language models. This …
Intelligent recommendations for citizen science
Citizen science refers to scientific research that is carried out by volunteers, often in
collaboration with professional scientists. The spread of the internet has allowed volunteers …
collaboration with professional scientists. The spread of the internet has allowed volunteers …
Optimizing interventions via offline policy evaluation: Studies in citizen science
Volunteers who help with online crowdsourcing such as citizen science tasks typically make
only a few contributions before exiting. We propose a computational approach for increasing …
only a few contributions before exiting. We propose a computational approach for increasing …
Citizen scientists: Unveiling motivations and characteristics influencing initial and sustained participation in an agricultural project
B Vanden Berghen, I Vanermen, L Vranken - Plos one, 2024 - journals.plos.org
Citizen science, where non-specialists collaborate with scientists, has surged in popularity.
While it offers an innovative approach to research involvement, the domain of agri …
While it offers an innovative approach to research involvement, the domain of agri …
A programming model for hybrid collaborative adaptive systems
O Scekic, T Schiavinotto, S Videnov… - … on Emerging Topics …, 2017 - ieeexplore.ieee.org
Hybrid Diversity-aware Collective Adaptive Systems (HDA-CAS) are a new generation of
socio-technical systems where both human and machine peers collectively participate in …
socio-technical systems where both human and machine peers collectively participate in …
Generating Recommendations with Post-Hoc Explanations for Citizen Science
Citizen science projects promise to increase scientific productivity while also connecting
science with the general public. They create scientific value for researchers and provide …
science with the general public. They create scientific value for researchers and provide …