Question: What are the ethical considerations associated with using clustering algorithms on sensitive data, such as customer information? Potential for bias and discrimination based on cluster

What are the ethical considerations associated with using clustering algorithms on sensitive data, such as customer information?
Potential for bias and discrimination based on cluster characteristics.
Adequate level of transparency and explainability in the clustering process.
The quality of the analyzed data
All of the above
What are the ethical considerations associated with using clustering algorithms on

Step by Step Solution

There are 3 Steps involved in it

1 Expert Approved Answer
Step: 1 Unlock blur-text-image
Question Has Been Solved by an Expert!

Get step-by-step solutions from verified subject matter experts

Step: 2 Unlock
Step: 3 Unlock

Students Have Also Explored These Related Databases Questions!

Q:

L ADVANTAGES * JEMS offers a centralized platform for the management of probation records, court records, case files, and other pertinent data pertaining to juvenile offenders. This streamlines case...

Q:

I would highly appreciate your kind answers to the questions includedin the attached case study which was provided by my financial accouting professor. thank you. ISSUES IN ACCOUNTING EDUCATION Vol....

Q:

1.With reference to a practical case of a business setup, discuss the various types of information systems used at strategic level management, Tactical level management and operational level...

Q:

International Journal of Economics and Financial Issues ISSN: 2146-4138 available at http: www.econjournals.com International Journal of Economics and Financial Issues, 2016, 6(2), 392-401. Foreign...

Q:

please answer from the notes below no outside answer 3 Explain fully marketing segmentation including the bases for segmentation. Explain fully marketing sizing, market targeting, and market niche....

Q:

The following is a summary of some of the major phases, or steps, of the data analytics life cycle: Business understanding This phase is also known as the discovery phase. During this phase, an...

Q:

The following is a summary of some of the major phases, or steps, of the data analytics life cycle: Business understanding This phase is also known as the discovery phase. During this phase, an...

Q:

Al-Driven Contextual Advertising: Toward Relevant Messaging Without Personal Data E. Haglund and J. Bjorklund Department of Computing Science, Umea University, Umed, Sweden ABSTRACT In programmatic...

Q:

Al-Driven Contextual Advertising: Toward Relevant Messaging Without Personal Data E. Haglund and J. Bjorklund Department of Computing Science, Umea University, Umed, Sweden ABSTRACT In programmatic...

Q:

Put together 10-20 slide presentation with recorded audio that demonstrates how you would present and deliver your capstone project to your intended audience. Your presentation should be persuasive,...

Q:

Why would Kimberly-Clark executives restructure the company based on "grow, sustain, and fix" categories? What disadvantages might result from such a structure?

Q:

Determine the governing collapse mechanism and corresponding value of P for the portal frame shown in Fig. 2. assuming that the beam has a plastic moment capacity M, and the columns have a plastic...

Q:

( 1 3 7 4 3 2 / assignments / syllabus Author: Huether ISBN: 9 7 8 0 3 2 3 6 3 9 0 8 8 Publisher: Elsevier Edition: 7 TH 2 0 Search

Q:

31) Eta Manufacturings degree of operating leverage is 1.75. Theta Corporations degree of operating leverage is 2.5. Thetas earnings would go up (or down) by ________ as much as Etas with an equal...

Q:

2. What advantages and disadvantages does IBMs program have for mentors? For protgs? For mentees?

Q:

2. This chapter discussed several trends that will influence the future of training. Based on future social, economic, political, or technological factors, identify one or two additional trends that...

Q:

10. What is organization development? Describe the interventions used to create change.