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10 Big Data Analytics Privacy Problems
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Author: Rebecca Herold; Publisher: SecureWorld; Publication Year: 2014. The following article discusses how 10 of the most significant privacy risks are: 1). Privacy breaches and embarrassments; 2). Anonymization become impossible; 3). Insufficient data masking; 4). Unethical misinterpretation; 5). Inaccurate data or flawed models; 6). Discrimination; 7). Few legal protection; 8). Forever-existing data; 9). Concerns for…
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Ethical research: goodpractice guide toresearching LGBTcommunities and issues
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Author: N/A; Publisher: LGBT Foundation; Publication Year: N/A. The following article is a guide to navigating ethics issues that can arise when performing research (specifically on members of the LGBT community). The guide is split up into 5 sections: 1). Integrity and quality: researchers must ask themselves if they have the skills necessary for this…
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How Data Brokers Sold My Identity
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Author: Madhumita Murgia; Publisher: TED; Publication Year: 2017. In the following talk, Madhumita discusses how data privacy is still a huge issue. Even though data is anonymized there are still key identifying information such as gender, zip code, etc. that can narrow down the potential people it could be. When this data is shared and…
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Key Concepts for a Data Science Ethics Curriculum
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Author: Jeffrey Saltz, Neil Dewar, Robert Heckman; Publisher: Association for Computing Machinery (ACM) Digital Library; Publication Year: 2018. The following article features reviewed published codes of conduct and ethics in data science by the authors to create a list of the top 12 areas that should be covered in a data science ethics curriculum. They…
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Data Science Ethics
Bias, Code of Ethics, Diversity, Equity & Inclusion, Education & Training, Notable People, Privacy, Toollnbressa
Author: H.V. Jagadish; Publisher: University of Michigan, Coursera; Publication Year: N/A. The following course from the University of Michigan on Coursera. It is primarily an introductory course that provides the history of the concept of informed consent, data ownership, privacy, anonymity, and data validity. The course also offers brief exposure to the notion of algorithmic…
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The Ethical Limits of Blockchain-Enabled Markets for Private IoT Data
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Author: Georgy Ishmaev; Publisher: Springer Link; Publication Year: 2020. The following article discusses the growth of the blockchain technology and its potential impact of security and privacy of technology users. It is highlighted that the intent of the blockchain is security and privacy through anonymity. However the practice of propertization of private data threatens to…
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Internet Research Ethics
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Author: Elizabeth A. Buchanan; Publisher: Stanford Encyclopedia of Philosophy; Publication Year: 2021. The following resource discusses how internet research comes with a myriad of ethical questions: What ethical obligations do researchers have to protect the privacy of subjects engaging in activities in “public” internet spaces? What are such public spaces? Is there any reasonable expectation…
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Ethics of Data Collection: Is Your Data Ethically Resourced?
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Author: Aren Carpenter; Publisher: Medium; Publication Year: 2020. The following article discusses how data protection and usage protections for users and consumers have been a hot topic in recent years, and there are many examples of issues that have arisen for certain companies. While data collection can be used for good, there are still challenges.…
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