AI for ALL: Defining the What, Why, and How of Inclusive AI

被引：11

作者：

Avellan, Tero ^{[1
]}

Sharma, Sumita ^{[1
]}

Turunen, Markku ^{[1
]}

机构：

[1] Tampere Univ, Tampere, Finland

来源：

PROCEEDINGS OF THE 23RD INTERNATIONAL CONFERENCE ON ACADEMIC MINDTREK, ACADEMICMINDTREK 2020 | 2020年

关键词：

Artificial Intelligence; Inclusive AI; Accessible AI; Diversity in AI;

D O I：

10.1145/3377290.3377317

中图分类号：

TP39 [计算机的应用];

学科分类号：

081203 ; 0835 ;

摘要：

There has been a growing awareness of Artificial Intelligence's (AI) inherent biases, limitations, and the challenges in overcoming them. As AI is integrated into to all things technical, there is a valid concern over its diversity, inclusiveness, and accessibility. However, questions such as what does it mean for AI to be inclusive, why is inclusive AI required, and how can it be achieved, largely remain unanswered. In this paper, we highlight these issues to initiate discussions on what it means for AI to be inclusive.

引用

页数：3

共 22 条

[1]

Angwin Julia, 2016, ProPublica

[2]

Bock L., 2014, You don't know what you don't know: How our unconscious minds undermine the workplace

[3]

Chander A, 2017, MICH LAW REV, V115, P1023

[4] CLAW: A Multifunctional Handheld Haptic Controller for Grasping, Touching, and Triggering in Virtual Reality [J].

Choi, Inrak ;

Ofek, Eyal ;

Benko, Hrvoje ;

Sinclair, Mick ;

Holz, Christian .

PROCEEDINGS OF THE 2018 CHI CONFERENCE ON HUMAN FACTORS IN COMPUTING SYSTEMS (CHI 2018), 2018,

[5]

Crawford K., 2019, AI now 2019 report

[6]

Crawford Kate, 2016, AI NOW PUBLIC S HOST, P24

[7]

Dastin Jeffrey, 2018, REUTERS 1010

[8] AI4People-An Ethical Framework for a Good AI Society: Opportunities, Risks, Principles, and Recommendations [J].

Floridi, Luciano ;

Cowls, Josh ;

Beltrametti, Monica ;

Chatila, Raja ;

Chazerand, Patrice ;

Dignum, Virginia ;

Luetge, Christoph ;

Madelin, Robert ;

Pagallo, Ugo ;

Rossi, Francesca ;

Schafer, Burkhard ;

Valcke, Peggy ;

Vayena, Effy .

MINDS AND MACHINES, 2018, 28 (04) :689-707

[9] Towards More Robust Speech Interactions for Deaf and Hard of Hearing Users [J].

Fok, Raymond ;

Kaur, Harmanpreet ;

Palani, Skanda ;

Mott, Martez E. ;

Lasecki, Walter S. .

ASSETS'18: PROCEEDINGS OF THE 20TH INTERNATIONAL ACM SIGACCESS CONFERENCE ON COMPUTERS AND ACCESSIBILITY, 2018, :57-67

[10]

Guynn J., 2015, GOOGLE PHOTOS LABELE

← 1 2 3 →