Skipping class: Improving human-driven data exploration and querying through instances
With the growing focus on business analytics and data-driven decision-making, there is a
greater need for humans to interact effectively with data. We propose that presenting data to …
greater need for humans to interact effectively with data. We propose that presenting data to …
[HTML][HTML] Configurations of human-centered AI at work: seven actor-structure engagements in organizations
U Wilkens, D Lupp, V Langholf - Frontiers in Artificial Intelligence, 2023 - frontiersin.org
Purpose The discourse on the human-centricity of AI at work needs contextualization. The
aim of this study is to distinguish prevalent criteria of human-centricity for AI applications in …
aim of this study is to distinguish prevalent criteria of human-centricity for AI applications in …
Wizard of Errors: Introducing and Evaluating Machine Learning Errors in Wizard of Oz Studies
A Jansen, S Colombo - CHI Conference on Human Factors in …, 2022 - dl.acm.org
When designing Machine Learning (ML) enabled solutions, designers often need to
simulate ML behavior through the Wizard of Oz (WoZ) approach to test the user experience …
simulate ML behavior through the Wizard of Oz (WoZ) approach to test the user experience …
Perspectives on human-AI interaction applied to health and wellness management: Between milestones and hurdles
Across the globe, the demand over a good quality healthcare is in the rise. Patients require
rigorous treatments and thorough followups. Meanwhile, the advent of artificial intelligence …
rigorous treatments and thorough followups. Meanwhile, the advent of artificial intelligence …
[PDF][PDF] An Interface Design Catalog for Interactive Labeling Systems.
Machine Learning (ML) systems have been widely used in recent years in different areas of
human knowledge. However, to achieve highly accurate ML systems, it is necessary to train …
human knowledge. However, to achieve highly accurate ML systems, it is necessary to train …
Kaxai: An integrated environment for knowledge analysis and explainable ai
S Barua, DS Momen - arXiv preprint arXiv:2401.00193, 2023 - arxiv.org
In order to fully harness the potential of machine learning, it is crucial to establish a system
that renders the field more accessible and less daunting for individuals who may not …
that renders the field more accessible and less daunting for individuals who may not …
Using novel methods to examine the role of mimicry in trust and rapport
J Hale - 2017 - discovery.ucl.ac.uk
Without realising it, people unconsciously mimic each other's postures, gestures and
mannerisms. This 'chameleon effect'is thought to play an important role in creating affiliation …
mannerisms. This 'chameleon effect'is thought to play an important role in creating affiliation …
Principles on how to manage interactions between human workers and artificial intelligence/machine learning technologies
MA Zaggl, A Majchrzak - Handbook of Virtual Work, 2023 - elgaronline.com
In the digital workspace, artificial intelligence (AI) and machine learning (ML) technologies
have entered the daily activities of a wide range of professions (Brynjolfsson & McAfee …
have entered the daily activities of a wide range of professions (Brynjolfsson & McAfee …
Questo: Interactive construction of objective functions for classification tasks
Building effective classifiers requires providing the modeling algorithms with information
about the training data and modeling goals in order to create a model that makes proper …
about the training data and modeling goals in order to create a model that makes proper …
[HTML][HTML] Semantic interactive learning for text classification: a constructive approach for contextual interactions
Interactive Machine Learning (IML) can enable intelligent systems to interactively learn from
their end-users, and is quickly becoming more and more relevant to many application …
their end-users, and is quickly becoming more and more relevant to many application …