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  • The Promise And Pitfalls Of Data Mining: Ethical Issues - Amstat

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ASA Section on Government Statistics The Promise and Pitfalls of Data Mining Ethical Issues William Seltzer Fordham University seltzer fordham.edu Like most statistical methodologies data mining by itself is ethically neutral. This is particularly so because the term data mining is a generic one referring to a wide range of procedures involving diverse data sets and carried out for numerous purposes.

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Instead, ethical data mining is an approach to empowering a business with data without sacrificing integrity or customer trust. It puts the focus on the customer and improving their overall experience without tricking them or selling them short.

These include informed consent, protection of vulnerable populations, confidentiality, data security and privacy.

The three major types of ethics are deontological, teleological and virtue-based.

The obtained results revealed the importance of ethical issues of IoT, including security, confidentiality, privacy, anonymity, freedom to withdraw, informed consent, integrity, availability, authorization, access control, censoring, and eavesdropping.

Ethical Concerns in Data Mining Transparency: Customers should have a certain amount of visibility into and control over how their data is collected and used. Companies should be forthcoming with their data collection and use practices and ask permission before acting rather than asking for forgiveness after the fact.

However, the use of social media data raises several crucial ethical issues around the areas of informed consent, anonymity and profiling of individuals, which are particularly sensitive when looking at a population such as migrants, which is often considered as 'vulnerable'.

But like any other technologies, IT also has problematic implications, and some negative impacts on our society. It poses and creates some problems related to ethics, and contains in general three main types of ethical issues: personal privacy, access right, and harmful actions.

Participant privacy, confidentiality and anonymity. Participant privacy, confidentiality and anonymity were the most commonly reported ethical concerns. These concerns are applicable to internet research across all disciplines, not just those involving families and children.

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Form Packages
Adoption
Bankruptcy
Contractors
Divorce
Home Sales
Employment
Identity Theft
Incorporation
Landlord Tenant
Living Trust
Name Change
Personal Planning
Small Business
Wills & Estates
Packages A-Z
Form Categories
Affidavits
Bankruptcy
Bill of Sale
Corporate - LLC
Divorce
Employment
Identity Theft
Internet Technology
Landlord Tenant
Living Wills
Name Change
Power of Attorney
Real Estate
Small Estates
Wills
All Forms
Forms A-Z
Form Library
Customer Service
Terms of Service
DMCA Policy
About Us
Blog
Affiliates
Contact Us
Privacy Notice
Delete My Account
Site Map
All Forms
Search all Forms
Industries
Forms in Spanish
Localized Forms
Legal Guides
Real Estate Handbook
All Guides
Prepared for You
Notarize
Incorporation services
Our Customers
For Consumers
For Small Business
For Attorneys
Our Sites
US Legal Forms
USLegal
FormsPass
pdfFiller
signNow
airSlate workflows
DocHub
Instapage
Social Media
Call us now toll free:
1-877-389-0141
As seen in:
  • USA Today logo picture
  • CBC News logo picture
  • LA Times logo picture
  • The Washington Post logo picture
  • AP logo picture
  • Forbes logo picture
© Copyright 1997-2025
airSlate Legal Forms, Inc.
3720 Flowood Dr, Flowood, Mississippi 39232