Skip to main content Accessibility help

We use cookies to distinguish you from other users and to provide you with a better experience on our websites. Close this message to accept cookies or find out how to manage your cookie settings.

Close cookie message
×
Hostname: page-component-78c5997874-fbnjt Total loading time: 0 Render date: 2024-11-20T04:39:31.795Z Has data issue: false hasContentIssue false

Chapter 10 - Dependability

from Part III - Challenges in Applying Data Science

Published online by Cambridge University Press:  29 September 2022

Alfred Z. Spector ,
Peter Norvig ,
Chris Wiggins  and
Jeannette M. Wing
Alfred Z. Spector
Affiliation:
Massachusetts Institute of Technology
Peter Norvig
Affiliation:
Stanford University, California
Chris Wiggins
Affiliation:
Columbia University, New York
Jeannette M. Wing
Affiliation:
Columbia University, New York
Get access

Summary

This chapter addresses the four aspects of dependability: privacy, security, resistance to abuse, and resilience. To be accepted by society, data science applications must perform properly for a wide variety of users in a wide variety of circumstances, with few, if any, critical errors. Achieving needed dependability goals (for example, in self-driving cars or health-care applications) is one of the greatest challenges in data science.

Type
Chapter
Information
Data Science in Context
Foundations, Challenges, Opportunities
 , pp. 126 - 153
Publisher: Cambridge University Press
Print publication year: 2022

Access options

Get access to the full version of this content by using one of the access options below. (Log in options will check for institutional or personal access. Content may require purchase if you do not have access.)

Save book to Kindle

To save this book to your Kindle, first ensure [email protected] is added to your Approved Personal Document E-mail List under your Personal Document Settings on the Manage Your Content and Devices page of your Amazon account. Then enter the ‘name’ part of your Kindle email address below. Find out more about saving to your Kindle.

Note you can select to save to either the @free.kindle.com or @kindle.com variations. ‘@free.kindle.com’ emails are free but can only be saved to your device when it is connected to wi-fi. ‘@kindle.com’ emails can be delivered even when you are not connected to wi-fi, but note that service fees apply.

Find out more about the Kindle Personal Document Service.

Available formats
×

Save book to Dropbox

To save content items to your account, please confirm that you agree to abide by our usage policies. If this is the first time you use this feature, you will be asked to authorise Cambridge Core to connect with your account. Find out more about saving content to Dropbox.

Available formats
×

Save book to Google Drive

To save content items to your account, please confirm that you agree to abide by our usage policies. If this is the first time you use this feature, you will be asked to authorise Cambridge Core to connect with your account. Find out more about saving content to Google Drive.

Available formats
×