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創新設計年會
用戶體驗於人工智慧時代的挑戰
Bo-June (Paul) Hsu 許伯圳
Microsoft SwiftKey
創新設計年會
Introduction
全局思考・破局應用
Holistic thinking
Outside the box applications
How do we think
outside the box?
創新設計年會
AI RECOMMENDATIONS
創新設計年會
AI Recommendations
創新設計年會
AI Recommendations
• Sort by probability  scan results one at a time
• How can we help users find result faster?
Input AI Ranker Results
Keyboard
Model
pot 0.09
opt 0.08
lot 0.06
…
創新設計年會
AI Recommendations Fixed location for
uncorrected word
pot 0.09
opt 0.08
lot 0.06
…
ppt 0.01
創新設計年會
AI Recommendations
ㄧㄤˊ
1. 楊
2. 洋
3. 陽
4. 揚
5. 羊
6. 佯
…
38. 鸉
佯 揚?Probability
創新設計年會
AI Recommendations
• Show top-k candidates
with highest probability
• Add all candidates in
well-known order
ㄧㄤˊ
1. 楊
2. 洋
3. 陽
Probability
佯
揚
Radical/#Strokes 部
首/
筆
畫
數
--------
1. 佯
2. 垟
3. 婸
…
38. 鸉
BinarySearch
創新設計年會
AI ACTIONS
創新設計年會
AI Actions
(a) (b) (c)
What happens when AI is wrong?
(a) (b) ©
Microsoft PIX
創新設計年會
│
AI Actions
p│pp│ppt│pot │pot│po│p│pp│ppt│ppt │ Bad autocorrectionHopefully no correction
│p│pp│ppt│pot │ppt │ Bad autocorrectionQuick undo on backspace
ppt
創新設計年會
AI Actions
Wrong wordBackspaceRetype Wrong wordUndoRetype
hello
創新設計年會
AI CUES
創新設計年會
AI Cues
Lower
Cognitive Load
(認知負荷)
Greater
User Satisfaction?
創新設計年會
AI Cues
Placebo Effect (安慰劑效應)
• Cloud = Intelligent
創新設計年會
AI Cues
Dictionary updated
automatically in the
background
Explicit notificationDictionary added: Baby
● Artificial intelligence
● Baby
○ Restaurants
○ Internet slang
○ Abbreviations
Recommended Dictionaries Users in control
Baby
Graco
Uppababy
MamyPoko
…
創新設計年會
Conclusion
Optimize for holistic user experience
Sort by probability
What shortcuts can we design to reduce effort?
Optimize averages
What are frustrating but maybe rare scenarios?
Minimize distractions
How do we help users appreciate the value of AI?
創新設計年會
Conclusion
Outside the box thinking may challenge existing practices

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