AI and HCI: Two Fields Divided by a Common Focus

@article{Grudin2009AIAH,
  title={AI and HCI: Two Fields Divided by a Common Focus},
  author={Jonathan T. Grudin},
  journal={AI Mag.},
  year={2009},
  volume={30},
  pages={48-57}
}
  • J. Grudin
  • Published 2009
  • Engineering, Computer Science
  • AI Mag.
Although AI and HCI explore computing and intelligent behavior and the fields have seen some cross-over, until recently there was not very much. [...] Key Result The situation today is much more promising, in part because of platform convergence: AI can be exploited on widely-used systems.Expand
From Human-Computer Interaction to Human-AI Interaction: New Challenges and Opportunities for Enabling Human-Centered AI
TLDR
It is believed that promoting the HAII research and application will further enable the implementation of HCAI, enabling HCI professionals to address the unique issues of AI systems and develop human-centered AI systems. Expand
The Role of HCI in the Age of AI
  • R. Harper
  • Computer Science, Sociology
  • Int. J. Hum. Comput. Interact.
  • 2019
TLDR
It is argued that these notions of explainability and complexity suggest that designing human-centered AI is difficult, and how an HCI perspective can help define interaction between AI and users that can enhance rather than substitute one important aspect of human life: creativity. Expand
Towards Human-Engaged AI
TLDR
The key concepts in HEAI and its driving force from the integration of Artificial Intelligence (AI) and Human-Computer Interaction (HCI) are reviewed and an HEAI framework developed from the authors' own work is presented. Expand
Cross-Fertilisation Between Human-Computer Interaction and Artificial Intelligence
TLDR
This chapter provides a representative story of how HCI and AI cross-fertilise each other since their inception and reviews the following domains: intelligent user interfaces and more specifically conversational animated affective agents. Expand
Understanding and Dealing With Usability Side Effects of Intelligent Processing
TLDR
A systematic method is offered for analyzing usability side effects of AI systems, the goal being to provide a solid basis for decisions about how to avoid or mitigate them. Expand
Towards Singularity: Implications to Intelligent UI with Explainable AI approach to HCI
TLDR
The convergence of Engineering and Life sciences with its association to improving the outlines of future UIs on a process of gaining collective intelligence is explained. Expand
Human-centered AI: The role of Human-centered Design Research in the development of AI
Artificial Intelligence has the tremendous potential to produce progress and innovation in society. Designing AI for people has been expressed as essential for societal well-being and the commonExpand
Characterizing Interaction Design by Its Ideals: A Discipline in Transition
TLDR
Three directions in which new ideals for interaction design might be sought are proposed: the first is to go beyond the language-body divide that implicitly frames most of the authors' current understandings of experience and meaning, the second is to extend the scope of interaction design from individual interfaces to the complex sociotechnical fabric of human and nonhuman actors, and the third is togo beyond predictability by learning to design with machine learning. Expand
Automating the Design of Citizen-Centric User Interfaces using Artificial Intelligence
  • 2018
Designing citizen-centric interfaces remains one of the most challenging stages in the development of Indian e-Government systems. One of the primary reasons for this is the highly diverse nature ofExpand
Shared Experiences
Disciplines often approach phenomena from different perspectives and with different research tools. We offer this example of our efforts to embrace the wider CHI values through the exploration ofExpand
...
1
2
3
4
5
...

References

SHOWING 1-10 OF 43 REFERENCES
From Timesharing to the Sixth Generation: The Development of Human-Computer Interaction, Part I
TLDR
This paper surveys the development of HCI and related topics in artificial intelligence; their history, foundations, and relations to other computing disciplines; and topics relating to future developments in HCI. Expand
What computers still can't do - a critique of artificial reason
TLDR
For this edition of What Computers Can't Do, Hubert Dreyfus has added a lengthy new introduction outlining changes and assessing the paradigms of connectionism and neural networks that have transformed the field. Expand
Three faces of human-computer interaction
  • J. Grudin
  • Computer Science
  • IEEE Annals of the History of Computing
  • 2005
TLDR
The author examines the origins and evolution of three HCI research foci: computer operation, information systems management, and discretionary use. Expand
How might people interact with agents
TLDR
The new crop of intelligent agents the authors different from the automated devices of earlier eras because of their computational power, they take over human tasks, and they interact with people in human-like ways-perhaps with a form of natural language, prrhaps with animated graphics or video. Expand
A Critic for LISP
TLDR
A critic for LISP as a prototype of an intelligent support system that enhances incremental learning of a system and support learning strategies such as learning on demand is designed and implemented. Expand
An introduction to HITS: Human Interface Tool Suite
TLDR
The Human Interface Tool Suite is introduced, an integrated set of tools for the construction of collaborative multimedia interfaces to high-functionality systems and the ideas that motivate the HITS research programme are explained. Expand
Direct Manipulation Interfaces
TLDR
A cognitive account of both the advantages and disadvantages of direct manipulation interfaces is sought and two underlying phenomena that give rise to the feeling of directness of manipulation are identified. Expand
GUS, A Frame-Driven Dialog System
TLDR
GUS (Genial Understander System) is intended to engage a sympathetic and highly cooperative human in an English dialog, directed towards a specific goal within a very restricted domain of discourse. Expand
Psychology of computer programming
TLDR
This landmark 1971 classic is reprinted with new commentary and a Preface from the author, Gerald M. Weinberg, reunites with some of his most enduring, straight-from-the-heart observations on the human side of software engineering. Expand
Mutual disambiguation of recognition errors in a multimodel architecture
TLDR
Although speech recognition as a stand-alone performed farmore poorly for accented speakers, their multimodal recognitionrates did not differ from those of native speakers, and implications are discussed for the development of future multi-modal architecture that can perform in a more robust and stable manner. Expand
...
1
2
3
4
5
...