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  </channel><item rdf:about="http://fivethirtyeight.com/features/we-now-have-algorithms-to-predict-police-misconduct/">
    <title>We Now Have Algorithms To Predict Police Misconduct | FiveThirtyEight</title>
    <dc:date>2016-03-10T15:53:36+00:00</dc:date>
    <link>http://fivethirtyeight.com/features/we-now-have-algorithms-to-predict-police-misconduct/</link>
    <dc:creator>zephoria</dc:creator><description><![CDATA[We Now Have Algorithms To Predict Police Misconduct
On a sweltering Monday in late June 2015, the city council in Charlotte, North Carolina, met to discuss, among other items in a seven-hour marathon, how to…]]></description>
<dc:subject>research FCR policing dsreads algorithms</dc:subject>
<dc:identifier>https://pinboard.in/u:zephoria/b:d943760a259b/</dc:identifier>
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<item rdf:about="http://web.cs.ucdavis.edu/~rogaway/papers/moral.pdf">
    <title>The Moral Character of Cryptographic Work</title>
    <dc:date>2015-12-21T02:16:21+00:00</dc:date>
    <link>http://web.cs.ucdavis.edu/~rogaway/papers/moral.pdf</link>
    <dc:creator>zephoria</dc:creator><description><![CDATA[Cryptography rearranges power: it configures who can do
what, from what. This makes cryptography an inherently political tool,
and it confers on the field an intrinsically moral dimension. The Snowden
revelations motivate a reassessment of the political and moral positioning
of cryptography. They lead one to ask if our inability to effectively
address mass surveillance constitutes a failure of our field. I believe that
it does. I call for a community-wide effort to develop more effective means
to resist mass surveillance. I plead for a reinvention of our disciplinary
culture to attend not only to puzzles and math, but, also, to the societal
implications of our work.]]></description>
<dc:subject>cryptography ethics morality dsreads paper</dc:subject>
<dc:identifier>https://pinboard.in/u:zephoria/b:d3c5cf9b4f27/</dc:identifier>
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<item rdf:about="http://sth.sagepub.com/content/38/3/374.abstract">
    <title>Values Levers: Building Ethics into Design by Katie Shilton</title>
    <dc:date>2015-12-01T13:33:39+00:00</dc:date>
    <link>http://sth.sagepub.com/content/38/3/374.abstract</link>
    <dc:creator>zephoria</dc:creator><description><![CDATA[As information systems transform our world, computer scientists design affordances that influence the uses and impacts of these technological objects. This article describes how the practices of design affect the social values materialized in emerging technologies, and explores how design practices can encourage ethical reflection and action. The article presents an ethnography of a laboratory that engineered software for mobile phones to track users’ locations, habits, and behaviors. This technical work raised a number of ethical challenges, particularly around questions of data use and surveillance. The ethnography suggests that particular activities within laboratories can help engineers agree on social values as important to design. It characterizes these activities as values levers: practices that open new conversations about social values and encourage consensus around those values as design criteria. Laboratory leaders and advocates can enable and strengthen these levers to encourage ethical reflection and action as an explicit part of design practice.]]></description>
<dc:subject>values ethics research paper dsreads BDES</dc:subject>
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<item rdf:about="http://papers.ssrn.com/sol3/papers.cfm?abstract_id=2681128">
    <title>Regulating Real-World Surveillance by Margot E. Kaminski :: SSRN</title>
    <dc:date>2015-11-14T01:03:16+00:00</dc:date>
    <link>http://papers.ssrn.com/sol3/papers.cfm?abstract_id=2681128</link>
    <dc:creator>zephoria</dc:creator><description><![CDATA[A number of laws govern information gathering, or surveillance, by private parties in the physical world. But we lack a compelling theory of privacy harm that accounts for the state’s interest in enacting these laws. Without a theory of privacy harm, these laws will be enacted piecemeal. Legislators will have a difficult time justifying the laws to constituents; the laws will not be adequately tailored to legislative interest; and courts will find it challenging to weigh privacy harms against other strong values, such as freedom of expression.

This Article identifies the government interest in enacting laws governing surveillance by private parties. Using social psychologist Irwin Altman’s framework of “boundary management” as a jumping-off point, I conceptualize privacy harm as interference in an individual’s ability to dynamically manage disclosure and social boundaries. Stemming from this understanding of privacy, the government has two related interests in enacting laws prohibiting surveillance: an interest in providing notice so that an individual can adjust her behavior; and an interest in prohibiting surveillance to prevent undesirable behavioral shifts.

Framing the government interest, or interests, this way has several advantages. First, it descriptively maps on to existing laws: These laws either help individuals manage their desired level of disclosure by requiring notice, or prevent individuals from resorting to undesirable behavioral shifts by banning surveillance. Second, the framework helps us assess the strength and legitimacy of the legislative interest in these laws. Third, it allows courts to understand how First Amendment interests are in fact internalized in privacy laws. And fourth, it provides guidance to legislators for the enactment of new laws governing a range of new surveillance technologies — from automated license plate readers (ALPRs) to robots to drones.]]></description>
<dc:subject>dsreads surveillance drones automation privacy</dc:subject>
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<item rdf:about="http://centerformediajustice.org/2015/10/targeted-surveillance-civil-rights-and-the-fight-for-democracy/">
    <title>Targeted Surveillance, Civil Rights, and the Fight for Democracy - The Center for Media Justice</title>
    <dc:date>2015-10-27T02:19:02+00:00</dc:date>
    <link>http://centerformediajustice.org/2015/10/targeted-surveillance-civil-rights-and-the-fight-for-democracy/</link>
    <dc:creator>zephoria</dc:creator><description><![CDATA[Malkia Cyril. "People like me have always been watched. The only difference is the tool, and the time."]]></description>
<dc:subject>dsreads surveillance racism civilrights FCR</dc:subject>
<dc:source>https://pinboard.in/</dc:source>
<dc:identifier>https://pinboard.in/u:zephoria/b:f2b71baebc21/</dc:identifier>
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<item rdf:about="http://governingalgorithms.org/2015/10/special-issue-on-governing-algorithms-available-online/">
    <title>Special Issue on “Governing Algorithms” available online | Governing Algorithms</title>
    <dc:date>2015-10-26T22:30:38+00:00</dc:date>
    <link>http://governingalgorithms.org/2015/10/special-issue-on-governing-algorithms-available-online/</link>
    <dc:creator>zephoria</dc:creator><description><![CDATA[Governing Algorithms: Myth, Mess, and Method
Malte Ziewitz, Cornell University

Algorithms, Governance, and Governmentality: On Governing Academic Writing
Lucas Introna, Lancaster University

Bearing Account-able Witness to the Ethical Algorithmic System
Daniel Neyland, Goldsmiths

Can an Algorithm be Agonistic? Ten Scenes from Life in Calculated Publics
Kate Crawford, Microsoft Research New England/MIT Center for Civic Media

Toward an Ethics of Algorithms: Convening, Observation, Probability, and Timeliness
Mike Ananny, University of Southern California

The Trouble with Algorithmic Decisions: An Analytic Road Map to Examine Efficiency and Fairness in Automated and Opaque Decision Making
Tal Zarsky, University of Haifa]]></description>
<dc:subject>algorithms governance dsreads</dc:subject>
<dc:source>https://pinboard.in/</dc:source>
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<item rdf:about="http://www.nytimes.com/2015/07/30/us/politics/facebook-expands-in-politics-and-campaigns-find-much-to-like.html?_r=2">
    <title>Facebook Expands in Politics, and Campaigns Find Much to Like - The New York Times</title>
    <dc:date>2015-10-08T15:27:17+00:00</dc:date>
    <link>http://www.nytimes.com/2015/07/30/us/politics/facebook-expands-in-politics-and-campaigns-find-much-to-like.html?_r=2</link>
    <dc:creator>zephoria</dc:creator><dc:subject>manipulation dsreads Facebook</dc:subject>
<dc:source>https://pinboard.in/</dc:source>
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<item rdf:about="http://idlewords.com/talks/internet_with_a_human_face.htm">
    <title>The Internet With A Human Face - Beyond Tellerrand 2014 Conference Talk</title>
    <dc:date>2015-10-07T13:26:39+00:00</dc:date>
    <link>http://idlewords.com/talks/internet_with_a_human_face.htm</link>
    <dc:creator>zephoria</dc:creator><description><![CDATA[Talk by Maciej Cegłowski in Germany asking "How do we build an Internet we're not ashamed of?" with an analysis of ad culture and data.]]></description>
<dc:subject>dsreads advertising data</dc:subject>
<dc:source>https://pinboard.in/</dc:source>
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<item rdf:about="https://www.youtube.com/watch?v=GAXLHM-1Psk">
    <title>Haunted by Data - Maciej Ceglowski - YouTube</title>
    <dc:date>2015-10-07T02:51:45+00:00</dc:date>
    <link>https://www.youtube.com/watch?v=GAXLHM-1Psk</link>
    <dc:creator>zephoria</dc:creator><description><![CDATA[In his Strata+Hadoop keynote, Pinboard.in founder Maciej Ceglowski draws a parallel between the data industry and the troubled nuclear energy.]]></description>
<dc:subject>dsreads data privacy ethics</dc:subject>
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<item rdf:about="http://harpers.org/archive/2015/05/beyond-the-broken-window/">
    <title>Beyond the Broken Window, by Petra Bartosiewicz | Harper's Magazine</title>
    <dc:date>2015-09-26T21:38:25+00:00</dc:date>
    <link>http://harpers.org/archive/2015/05/beyond-the-broken-window/</link>
    <dc:creator>zephoria</dc:creator><description><![CDATA[Assistant chief Paul McDonagh was the man with the unenviable task of explaining the Seattle Police Department’s drone program to the public. In October 2012, a lawsuit by the Electronic Frontier Foundation revealed that the department had secretly purchased a pair of camera-equipped Draganflyer X6 drones two years earlier. Soon after, McDonagh stood in a local community center before a roomful of citizens who were shouting “shame” and “murderer” and “no drones, no drones, no drones!” One woman, who stood next to a man wearing a Guy Fawkes mask, yelled, “This is a whole fascistic direction that needs to be stopped.” As McDonagh continued with his presentation, the crowd shouted, “Fuck you, Mr. Police Officer” and “You’re full of shit!”]]></description>
<dc:subject>algorithms policing dsreads</dc:subject>
<dc:source>https://pinboard.in/</dc:source>
<dc:identifier>https://pinboard.in/u:zephoria/b:1bde51c36662/</dc:identifier>
<taxo:topics><rdf:Bag>	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:algorithms"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:policing"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:dsreads"/>
</rdf:Bag></taxo:topics>
</item>
<item rdf:about="http://motherboard.vice.com/read/weapons-of-mass-persuasion">
    <title>Weapons of Mass Persuasion | Motherboard</title>
    <dc:date>2015-09-21T16:32:08+00:00</dc:date>
    <link>http://motherboard.vice.com/read/weapons-of-mass-persuasion</link>
    <dc:creator>zephoria</dc:creator><description><![CDATA[In Russia and China, large state-sponsored agencies manage social media manipulation campaigns, developing them as components in actual combat doctrine. Swarms of bots manipulate conversation and disrupt activists in a growing number of states including Syria, Mexico, Turkey, and the United States, to name a few. "Growth hacking” tactics borrowed from the startup world are helping to promote the spread of an ISIS-developed Android app. The Israeli military is active on 30 social media platforms in six different languages, and in April, the British army created a brigade of "Facebook warriors" responsible for "non-lethal warfare," drawing together "a host of existing and developing capabilities essential to meet the challenges of modern conflict and warfare."]]></description>
<dc:subject>manipulation dsreads warfare cyberwar</dc:subject>
<dc:source>https://pinboard.in/</dc:source>
<dc:identifier>https://pinboard.in/u:zephoria/b:5cdb1e811a0c/</dc:identifier>
<taxo:topics><rdf:Bag>	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:manipulation"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:dsreads"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:warfare"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:cyberwar"/>
</rdf:Bag></taxo:topics>
</item>
<item rdf:about="http://www.joincampaignzero.org/#vision">
    <title>Campaign Zero</title>
    <dc:date>2015-08-25T13:47:11+00:00</dc:date>
    <link>http://www.joincampaignzero.org/#vision</link>
    <dc:creator>zephoria</dc:creator><description><![CDATA[We can live in a world where the police don't kill people by limiting police interventions, improving community interactions, and ensuring accountability.]]></description>
<dc:subject>policing dsreads FCR D&amp;CR bodycams lawenforcement policy</dc:subject>
<dc:source>https://pinboard.in/</dc:source>
<dc:identifier>https://pinboard.in/u:zephoria/b:2ee442690659/</dc:identifier>
<taxo:topics><rdf:Bag>	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:policing"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:dsreads"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:FCR"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:D&amp;CR"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:bodycams"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:lawenforcement"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:policy"/>
</rdf:Bag></taxo:topics>
</item>
<item rdf:about="http://www.psmag.com/series/the-future-of-work-and-workers">
    <title>The Future of Work and Workers - Pacific Standard</title>
    <dc:date>2015-08-15T02:23:30+00:00</dc:date>
    <link>http://www.psmag.com/series/the-future-of-work-and-workers</link>
    <dc:creator>zephoria</dc:creator><description><![CDATA[What worries you most—and/or excites you most—about the future of work and workers? Put another way: What will be the most consequential changes in the world of work and workers, and what anxieties and possibilities will they produce?

With support from The Rockefeller Foundation, The Center for Advanced Study in the Behavioral Sciences at Stanford University asked this of business and union leaders, social scientists, technology visionaries, activists, and journalists around the world. The project, in collaboration with Pacific Standard, is called "The Future of Work and Workers."]]></description>
<dc:subject>work labor automation dsreads</dc:subject>
<dc:source>https://pinboard.in/</dc:source>
<dc:identifier>https://pinboard.in/u:zephoria/b:63073fb1d431/</dc:identifier>
<taxo:topics><rdf:Bag>	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:work"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:labor"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:automation"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:dsreads"/>
</rdf:Bag></taxo:topics>
</item>
<item rdf:about="http://www.epi.org/publication/parents-non-standard-work-schedules-make-adequate-childrearing-difficult-reforming-labor-market-practices-can-improve-childrens-cognitive-and-behavioral-outcomes/">
    <title>Parents’ Non-Standard Work Schedules Make Adequate Childrearing Difficult: Reforming Labor Market Practices Can Improve Children’s Cognitive and Behavioral Outcomes | Economic Policy Institute</title>
    <dc:date>2015-08-12T22:31:04+00:00</dc:date>
    <link>http://www.epi.org/publication/parents-non-standard-work-schedules-make-adequate-childrearing-difficult-reforming-labor-market-practices-can-improve-childrens-cognitive-and-behavioral-outcomes/</link>
    <dc:creator>zephoria</dc:creator><description><![CDATA[Recent developments in employment practices have increased the prevalence of non-standard work schedules—non-daytime shifts in which most hours do not fall between 8 a.m. and 4 p.m., when shifts rotate, or when schedules vary weekly or otherwise. For example, computer software now enables retail, restaurant, service, and other firms to predict hourly customer demand and delivery schedules with precision, encouraging employers to create “just-in-time” schedules in which workers are called in or sent home on short notice.1 By preventing many parents from adequately caring for their children, such practices adversely affect child and adolescent development.]]></description>
<dc:subject>labor research dsreads children</dc:subject>
<dc:source>https://pinboard.in/</dc:source>
<dc:identifier>https://pinboard.in/u:zephoria/b:cd2d9b6661c2/</dc:identifier>
<taxo:topics><rdf:Bag>	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:labor"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:research"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:dsreads"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:children"/>
</rdf:Bag></taxo:topics>
</item>
<item rdf:about="http://www.chathamhouse.org/publication/twt/can-china-continue-keep-journalists-short-lead#">
    <title>Can China continue to dictate the news agenda online? | Chatham House</title>
    <dc:date>2015-08-04T00:07:21+00:00</dc:date>
    <link>http://www.chathamhouse.org/publication/twt/can-china-continue-keep-journalists-short-lead#</link>
    <dc:creator>zephoria</dc:creator><dc:subject>manipulation china news dsreads</dc:subject>
<dc:source>https://pinboard.in/</dc:source>
<dc:identifier>https://pinboard.in/u:zephoria/b:3577bcc97083/</dc:identifier>
<taxo:topics><rdf:Bag>	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:manipulation"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:china"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:news"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:dsreads"/>
</rdf:Bag></taxo:topics>
</item>
<item rdf:about="http://idlewords.com/talks/web_design_first_100_years.htm">
    <title>Web Design - The First 100 Years</title>
    <dc:date>2015-07-23T17:44:29+00:00</dc:date>
    <link>http://idlewords.com/talks/web_design_first_100_years.htm</link>
    <dc:creator>zephoria</dc:creator><dc:subject>dsreads internet</dc:subject>
<dc:source>https://pinboard.in/</dc:source>
<dc:identifier>https://pinboard.in/u:zephoria/b:0c5ebbca590f/</dc:identifier>
<taxo:topics><rdf:Bag>	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:dsreads"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:internet"/>
</rdf:Bag></taxo:topics>
</item>
<item rdf:about="http://www.ethanzuckerman.com/blog/2015/07/23/who-benefits-from-doubt-online-manipulation-and-the-russian-and-us-internet/">
    <title>Who benefits from doubt? Online manipulation and the Russian – and US – internet « … My heart’s in Accra</title>
    <dc:date>2015-07-23T17:29:24+00:00</dc:date>
    <link>http://www.ethanzuckerman.com/blog/2015/07/23/who-benefits-from-doubt-online-manipulation-and-the-russian-and-us-internet/</link>
    <dc:creator>zephoria</dc:creator><dc:subject>manipulation dsreads</dc:subject>
<dc:source>https://pinboard.in/</dc:source>
<dc:identifier>https://pinboard.in/u:zephoria/b:0fd8e763949a/</dc:identifier>
<taxo:topics><rdf:Bag>	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:manipulation"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:dsreads"/>
</rdf:Bag></taxo:topics>
</item>
<item rdf:about="https://debtcollective.org/">
    <title>The Debt Collective</title>
    <dc:date>2015-07-20T17:16:50+00:00</dc:date>
    <link>https://debtcollective.org/</link>
    <dc:creator>zephoria</dc:creator><description><![CDATA[The Debt Collective is a new membership organization that leverages collective power by offering debtors a shared platform for organization, advocacy, and direct action. Alone, our debts are a burden; together, they make us powerful.]]></description>
<dc:subject>debt dsreads education activism money</dc:subject>
<dc:source>https://pinboard.in/</dc:source>
<dc:identifier>https://pinboard.in/u:zephoria/b:667d30d54173/</dc:identifier>
<taxo:topics><rdf:Bag>	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:debt"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:dsreads"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:education"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:activism"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:money"/>
</rdf:Bag></taxo:topics>
</item>
<item rdf:about="http://edge.org/conversation/john_markoff-the-next-wave">
    <title>Markoff on tech industry </title>
    <dc:date>2015-07-20T00:32:45+00:00</dc:date>
    <link>http://edge.org/conversation/john_markoff-the-next-wave</link>
    <dc:creator>zephoria</dc:creator><description><![CDATA[Interview with Markoff about where tech industry is going]]></description>
<dc:subject>dsreads technology industry</dc:subject>
<dc:source>https://apple.com/iphone/</dc:source>
<dc:identifier>https://pinboard.in/u:zephoria/b:4e36ed2ae9cf/</dc:identifier>
<taxo:topics><rdf:Bag>	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:dsreads"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:technology"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:industry"/>
</rdf:Bag></taxo:topics>
</item>
<item rdf:about="https://medium.com/bright/the-web-we-need-to-give-students-311d97713713">
    <title>Give students their own domain</title>
    <dc:date>2015-07-20T00:31:06+00:00</dc:date>
    <link>https://medium.com/bright/the-web-we-need-to-give-students-311d97713713</link>
    <dc:creator>zephoria</dc:creator><description><![CDATA[Audrey Watters' response to student data]]></description>
<dc:subject>ECL dsreads learning education</dc:subject>
<dc:source>https://apple.com/iphone/</dc:source>
<dc:identifier>https://pinboard.in/u:zephoria/b:47e8d52e9780/</dc:identifier>
<taxo:topics><rdf:Bag>	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:ECL"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:dsreads"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:learning"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:education"/>
</rdf:Bag></taxo:topics>
</item>
<item rdf:about="http://www.theguardian.com/books/2015/jul/17/postcapitalism-end-of-capitalism-begun">
    <title>Post capitalism and the end of capitalism</title>
    <dc:date>2015-07-20T00:24:23+00:00</dc:date>
    <link>http://www.theguardian.com/books/2015/jul/17/postcapitalism-end-of-capitalism-begun</link>
    <dc:creator>zephoria</dc:creator><description><![CDATA[Critical thoughts on capitalism in an era of abundance]]></description>
<dc:subject>labor dsreads</dc:subject>
<dc:source>https://apple.com/iphone/</dc:source>
<dc:identifier>https://pinboard.in/u:zephoria/b:4c9ba97002e6/</dc:identifier>
<taxo:topics><rdf:Bag>	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:labor"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:dsreads"/>
</rdf:Bag></taxo:topics>
</item>
<item rdf:about="https://medium.com/ondemand/the-shut-in-economy-ec3ec1294816">
    <title>The Shut-In Economy — On Demand — Medium</title>
    <dc:date>2015-07-11T01:22:33+00:00</dc:date>
    <link>https://medium.com/ondemand/the-shut-in-economy-ec3ec1294816</link>
    <dc:creator>zephoria</dc:creator><dc:subject>labor dsreads</dc:subject>
<dc:source>https://pinboard.in/</dc:source>
<dc:identifier>https://pinboard.in/u:zephoria/b:1cb4e42daa96/</dc:identifier>
<taxo:topics><rdf:Bag>	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:labor"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:dsreads"/>
</rdf:Bag></taxo:topics>
</item>
<item rdf:about="https://medium.com/@timoreilly/the-wtf-economy-a3bd5f52ef00">
    <title>The WTF Economy — Medium</title>
    <dc:date>2015-07-11T01:19:33+00:00</dc:date>
    <link>https://medium.com/@timoreilly/the-wtf-economy-a3bd5f52ef00</link>
    <dc:creator>zephoria</dc:creator><description><![CDATA[Tim O'Reilly on the shifts in the labor force]]></description>
<dc:subject>dsreads labor automation</dc:subject>
<dc:source>https://pinboard.in/</dc:source>
<dc:identifier>https://pinboard.in/u:zephoria/b:12b6bcdeba0e/</dc:identifier>
<taxo:topics><rdf:Bag>	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:dsreads"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:labor"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:automation"/>
</rdf:Bag></taxo:topics>
</item>
<item rdf:about="http://techcrunch.com/2015/06/25/the-future-of-algorithmic-personalization/">
    <title>The Future Of Algorithmic Personalization | TechCrunch</title>
    <dc:date>2015-07-06T19:40:01+00:00</dc:date>
    <link>http://techcrunch.com/2015/06/25/the-future-of-algorithmic-personalization/</link>
    <dc:creator>zephoria</dc:creator><dc:subject>manipulation personalization dsreads</dc:subject>
<dc:source>https://pinboard.in/</dc:source>
<dc:identifier>https://pinboard.in/u:zephoria/b:779240ef7f81/</dc:identifier>
<taxo:topics><rdf:Bag>	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:manipulation"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:personalization"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:dsreads"/>
</rdf:Bag></taxo:topics>
</item>
<item rdf:about="http://isp.yale.edu/event/call-abstracts-unlocking-black-box">
    <title>Call for Abstracts: Unlocking the Black Box | Information Society Project</title>
    <dc:date>2015-06-21T03:16:21+00:00</dc:date>
    <link>http://isp.yale.edu/event/call-abstracts-unlocking-black-box</link>
    <dc:creator>zephoria</dc:creator><description><![CDATA[The Promise and Limits of Algorithmic Accountability in the Professions
]]></description>
<dc:subject>cfp dsreads accountability</dc:subject>
<dc:source>https://pinboard.in/</dc:source>
<dc:identifier>https://pinboard.in/u:zephoria/b:d791728cb0c7/</dc:identifier>
<taxo:topics><rdf:Bag>	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:cfp"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:dsreads"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:accountability"/>
</rdf:Bag></taxo:topics>
</item>
<item rdf:about="http://www.uncomputing.org/?p=1658">
    <title>Crowdforcing: When What I “Share” Is Yours</title>
    <dc:date>2015-06-17T01:12:59+00:00</dc:date>
    <link>http://www.uncomputing.org/?p=1658</link>
    <dc:creator>zephoria</dc:creator><description><![CDATA[Crowdforcing in the sense I am using it refers to practices in which one or more persons decides for one or more others whether he or she will share his or her resources, without the other person’s consent or even, perhaps more worryingly, knowledge.]]></description>
<dc:subject>dsreads privacy control crowdsourcing</dc:subject>
<dc:source>https://pinboard.in/</dc:source>
<dc:identifier>https://pinboard.in/u:zephoria/b:25c94abc84ed/</dc:identifier>
<taxo:topics><rdf:Bag>	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:dsreads"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:privacy"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:control"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:crowdsourcing"/>
</rdf:Bag></taxo:topics>
</item>
<item rdf:about="http://thesocietypages.org/cyborgology/2015/03/24/insidious-algorithms-jobalines-voice-analyzer/">
    <title>Exclusionary Algorithms: Jobaline’s Voice Analyzer » Cyborgology</title>
    <dc:date>2015-06-17T01:11:41+00:00</dc:date>
    <link>http://thesocietypages.org/cyborgology/2015/03/24/insidious-algorithms-jobalines-voice-analyzer/</link>
    <dc:creator>zephoria</dc:creator><description><![CDATA[Jobaline is a company that helps hourly wage employers obtain and sort job candidates using mobile applications. It promises to both expand the applicant pool, and then produce the strongest candidates from that pool through prescreening. Here’s how it works: Employers give Jobaline the criteria that they’re looking for—education, skills, language fluency, etc.—and in some cases provide specific questions to ask applicants. Jobaline collects this information from applicants, and uses an algorithm to provide the employer with candidates of best fit. Although the employer has ultimate decision-making power, Jobaline’s algorithm significantly increases the odds of some applicants getting the position, while decreasing the odds for others. Jobaline’s latest innovation is Voice Analyzer, a program that identifies the emotional response a particular voice is likely to elicit.
]]></description>
<dc:subject>dsreads discrimination employment D&amp;CR</dc:subject>
<dc:source>https://pinboard.in/</dc:source>
<dc:identifier>https://pinboard.in/u:zephoria/b:d9487bc3a337/</dc:identifier>
<taxo:topics><rdf:Bag>	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:dsreads"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:discrimination"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:employment"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:D&amp;CR"/>
</rdf:Bag></taxo:topics>
</item>
<item rdf:about="http://www.nytimes.com/2015/06/07/magazine/the-agency.html?_r=0">
    <title>The Agency - NYTimes.com by Adrian Chen</title>
    <dc:date>2015-06-14T21:30:51+00:00</dc:date>
    <link>http://www.nytimes.com/2015/06/07/magazine/the-agency.html?_r=0</link>
    <dc:creator>zephoria</dc:creator><description><![CDATA[A detailed depiction of how A Russian group manipulates online narratives ]]></description>
<dc:subject>bots dsreads manipulation politics socialmedia</dc:subject>
<dc:source>https://pinboard.in/</dc:source>
<dc:identifier>https://pinboard.in/u:zephoria/b:af1d7a121999/</dc:identifier>
<taxo:topics><rdf:Bag>	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:bots"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:dsreads"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:manipulation"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:politics"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:socialmedia"/>
</rdf:Bag></taxo:topics>
</item>
<item rdf:about="http://www.washingtonpost.com/blogs/the-switch/wp/2015/06/11/facial-recognition-technology-is-everywhere-it-may-not-be-legal/">
    <title>Facial recognition technology is everywhere. It may not be legal. - The Washington Post</title>
    <dc:date>2015-06-14T03:36:49+00:00</dc:date>
    <link>http://www.washingtonpost.com/blogs/the-switch/wp/2015/06/11/facial-recognition-technology-is-everywhere-it-may-not-be-legal/</link>
    <dc:creator>zephoria</dc:creator><dc:subject>biometrics privacy law D&amp;CR dsreads</dc:subject>
<dc:source>https://pinboard.in/</dc:source>
<dc:identifier>https://pinboard.in/u:zephoria/b:bbdec21dfd3b/</dc:identifier>
<taxo:topics><rdf:Bag>	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:biometrics"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:privacy"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:law"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:D&amp;CR"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:dsreads"/>
</rdf:Bag></taxo:topics>
</item>
<item rdf:about="https://customers.microsoft.com/Pages/CustomerStory.aspx?recid=20703&amp;fbid=NOFBID&amp;mtag=mbar-email">
    <title>Predicting student dropout risks, increasing graduation rates with cloud analytics</title>
    <dc:date>2015-06-12T02:56:41+00:00</dc:date>
    <link>https://customers.microsoft.com/Pages/CustomerStory.aspx?recid=20703&amp;fbid=NOFBID&amp;mtag=mbar-email</link>
    <dc:creator>zephoria</dc:creator><description><![CDATA[Is it possible to predict whether students are at risk of dropping out of school? The Tacoma Public School district thinks so. Using predictive analytics tools based on Microsoft cloud technologies, the district is providing comprehensive data snapshots of student success indicators and has already helped to improve graduation rates from 55 to 78 percent.]]></description>
<dc:subject>education ECL dsreads machinelearning</dc:subject>
<dc:source>https://pinboard.in/</dc:source>
<dc:identifier>https://pinboard.in/u:zephoria/b:fd1bdef1833d/</dc:identifier>
<taxo:topics><rdf:Bag>	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:education"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:ECL"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:dsreads"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:machinelearning"/>
</rdf:Bag></taxo:topics>
</item>
<item rdf:about="https://5harad.com/papers/frisky.pdf">
    <title>Precinct or Prejudice? Understanding Racial Disparities in NYC's Stop-and-Frisk Policy</title>
    <dc:date>2015-06-10T12:46:47+00:00</dc:date>
    <link>https://5harad.com/papers/frisky.pdf</link>
    <dc:creator>zephoria</dc:creator><description><![CDATA[by Sharad Goel, Justin Rao, and Ravi Shroff. Recent studies have examined racial disparities in stop-and-frisk, a widely employed but controversial policing tactic. The statistical evidence, though, has been limited and contradictory. We investigate by analyzing three million stops in New York City over five years, focusing on cases where officers suspected the stopped individual of criminal possession of a weapon (CPW). For each CPW stop, we estimate the ex-ante probability that the detained suspect would have a weapon. We find that in 44% of cases, the likelihood of finding a weapon was less than 1%, raising concerns that the legal requirement of “reasonable suspicion” was often not met. We further find that blacks and Hispanics were disproportionately stopped in these low hit rate contexts, a phenomenon largely attributable to lower thresholds for stopping individuals in high-crime, predominately minority areas, particularly public housing. Even after adjusting for location effects, however, we find that stopped blacks and Hispanics were still less likely than similarly situated whites to possess weapons, indicative of racial bias in stop decisions. We demonstrate that by conducting only the 6% ex-ante highest hit rate stops, one can both recover the majority of weapons and mitigate racial disparities. Finally, we develop stop heuristics that can be implemented as a simple scoring rule, and have comparable accuracy to our full statistical models.]]></description>
<dc:subject>dsreads policing D&amp;CR</dc:subject>
<dc:source>https://pinboard.in/</dc:source>
<dc:identifier>https://pinboard.in/u:zephoria/b:6406051201b8/</dc:identifier>
<taxo:topics><rdf:Bag>	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:dsreads"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:policing"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:D&amp;CR"/>
</rdf:Bag></taxo:topics>
</item>
<item rdf:about="http://www.wired.com/2015/06/antivaxxers-influencing-legislation/">
    <title>Anti-Vaxxers Are Using Twitter to Manipulate a Vaccine Bill | WIRED</title>
    <dc:date>2015-06-09T13:02:16+00:00</dc:date>
    <link>http://www.wired.com/2015/06/antivaxxers-influencing-legislation/</link>
    <dc:creator>zephoria</dc:creator><description><![CDATA[Gilad's visualization of data]]></description>
<dc:subject>publichealth manipulation data dsreads</dc:subject>
<dc:source>https://pinboard.in/</dc:source>
<dc:identifier>https://pinboard.in/u:zephoria/b:8fd047418aa1/</dc:identifier>
<taxo:topics><rdf:Bag>	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:publichealth"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:manipulation"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:data"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:dsreads"/>
</rdf:Bag></taxo:topics>
</item>
<item rdf:about="http://prospect.org/article/how-big-data-could-undo-our-civil-rights-laws">
    <title>How Big Data Could Undo Our Civil-Rights Laws by Virginia Eubanks</title>
    <dc:date>2015-06-06T19:53:41+00:00</dc:date>
    <link>http://prospect.org/article/how-big-data-could-undo-our-civil-rights-laws</link>
    <dc:creator>zephoria</dc:creator><description><![CDATA[From "reverse redlining" to selling out a pregnant teenager to her parents, the advance of technology could render obsolete our landmark civil-rights and anti-discrimination laws.]]></description>
<dc:subject>dsreads civilrights D&amp;CR</dc:subject>
<dc:source>https://pinboard.in/</dc:source>
<dc:identifier>https://pinboard.in/u:zephoria/b:5a782e4e488c/</dc:identifier>
<taxo:topics><rdf:Bag>	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:dsreads"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:civilrights"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:D&amp;CR"/>
</rdf:Bag></taxo:topics>
</item>
<item rdf:about="http://digitalcommons.law.scu.edu/cgi/viewcontent.cgi?article=1532&amp;context=chtlj">
    <title>Investigating Facebook: The Ethics of Using Social Networking Websites in Legal Investigations</title>
    <dc:date>2015-06-06T19:51:07+00:00</dc:date>
    <link>http://digitalcommons.law.scu.edu/cgi/viewcontent.cgi?article=1532&amp;context=chtlj</link>
    <dc:creator>zephoria</dc:creator><dc:subject>law ethics BDES D&amp;CR dsreads</dc:subject>
<dc:source>https://pinboard.in/</dc:source>
<dc:identifier>https://pinboard.in/u:zephoria/b:703062d46dde/</dc:identifier>
<taxo:topics><rdf:Bag>	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:law"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:ethics"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:BDES"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:D&amp;CR"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:dsreads"/>
</rdf:Bag></taxo:topics>
</item>
<item rdf:about="http://mike.ananny.org/ananny-asims-algorithmsBigData-syllabus-may29.pdf">
    <title>Algorithms &amp; Big Data: Methods and Controversies</title>
    <dc:date>2015-06-06T18:10:36+00:00</dc:date>
    <link>http://mike.ananny.org/ananny-asims-algorithmsBigData-syllabus-may29.pdf</link>
    <dc:creator>zephoria</dc:creator><description><![CDATA[Syllabus by Mike Ananny at USC]]></description>
<dc:subject>syllabus dsreads algorithms bigdata BDES</dc:subject>
<dc:source>https://pinboard.in/</dc:source>
<dc:identifier>https://pinboard.in/u:zephoria/b:79ca2660a013/</dc:identifier>
<taxo:topics><rdf:Bag>	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:syllabus"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:dsreads"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:algorithms"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:bigdata"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:BDES"/>
</rdf:Bag></taxo:topics>
</item>
<item rdf:about="http://www.demos.org/publication/debt-divide-racial-and-class-bias-behind-new-normal-student-borrowing">
    <title>The Debt Divide: The Racial and Class Bias Behind the &quot;New Normal&quot; of Student Borrowing | Demos</title>
    <dc:date>2015-05-20T15:45:49+00:00</dc:date>
    <link>http://www.demos.org/publication/debt-divide-racial-and-class-bias-behind-new-normal-student-borrowing</link>
    <dc:creator>zephoria</dc:creator><dc:subject>dsreads debt race class inequality D&amp;CR ECL</dc:subject>
<dc:source>https://pinboard.in/</dc:source>
<dc:identifier>https://pinboard.in/u:zephoria/b:53d6e4b7be12/</dc:identifier>
<taxo:topics><rdf:Bag>	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:dsreads"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:debt"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:race"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:class"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:inequality"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:D&amp;CR"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:ECL"/>
</rdf:Bag></taxo:topics>
</item>
<item rdf:about="http://www.newrepublic.com/article/121551/bot-bubble-click-farms-have-inflated-social-media-currency">
    <title>The Bot Bubble: Click Farms Have Inflated Social Media Currency | The New Republic</title>
    <dc:date>2015-05-20T00:53:25+00:00</dc:date>
    <link>http://www.newrepublic.com/article/121551/bot-bubble-click-farms-have-inflated-social-media-currency</link>
    <dc:creator>zephoria</dc:creator><dc:subject>bots dsreads socialmedia economics labor</dc:subject>
<dc:source>https://pinboard.in/</dc:source>
<dc:identifier>https://pinboard.in/u:zephoria/b:9089fda4e0a9/</dc:identifier>
<taxo:topics><rdf:Bag>	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:bots"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:dsreads"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:socialmedia"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:economics"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:labor"/>
</rdf:Bag></taxo:topics>
</item>
<item rdf:about="http://berkeleyjournal.org/2015/01/morality-and-the-idea-of-progress-in-silicon-valley/">
    <title>Morality and the Idea of Progress in Silicon Valley | Berkeley Journal of Sociology</title>
    <dc:date>2015-05-20T00:52:56+00:00</dc:date>
    <link>http://berkeleyjournal.org/2015/01/morality-and-the-idea-of-progress-in-silicon-valley/</link>
    <dc:creator>zephoria</dc:creator><dc:subject>ethics morality dsreads technology labor</dc:subject>
<dc:source>https://pinboard.in/</dc:source>
<dc:identifier>https://pinboard.in/u:zephoria/b:1ed964276679/</dc:identifier>
<taxo:topics><rdf:Bag>	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:ethics"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:morality"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:dsreads"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:technology"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:labor"/>
</rdf:Bag></taxo:topics>
</item>
<item rdf:about="http://www.opensocietyfoundations.org/voices/end-jobs-we-know-them">
    <title>Is This the End of Jobs as We Know Them? | Open Society Foundations (OSF)</title>
    <dc:date>2015-05-15T14:42:27+00:00</dc:date>
    <link>http://www.opensocietyfoundations.org/voices/end-jobs-we-know-them</link>
    <dc:creator>zephoria</dc:creator><dc:subject>labor dsreads</dc:subject>
<dc:source>https://pinboard.in/</dc:source>
<dc:identifier>https://pinboard.in/u:zephoria/b:adeed84cf071/</dc:identifier>
<taxo:topics><rdf:Bag>	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:labor"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:dsreads"/>
</rdf:Bag></taxo:topics>
</item>
<item rdf:about="http://www.futureofworkinamerica.org/">
    <title>Future of Work Network by OSF</title>
    <dc:date>2015-05-15T14:40:02+00:00</dc:date>
    <link>http://www.futureofworkinamerica.org/</link>
    <dc:creator>zephoria</dc:creator><dc:subject>dsreads labor</dc:subject>
<dc:source>https://pinboard.in/</dc:source>
<dc:identifier>https://pinboard.in/u:zephoria/b:59511f26018a/</dc:identifier>
<taxo:topics><rdf:Bag>	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:dsreads"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:labor"/>
</rdf:Bag></taxo:topics>
</item>
<item rdf:about="http://arstechnica.com/tech-policy/2015/05/worker-fired-for-disabling-gps-app-that-tracked-her-24-hours-a-day/">
    <title>Worker fired for disabling GPS app that tracked her 24 hours a day [Updated] | Ars Technica</title>
    <dc:date>2015-05-14T04:06:14+00:00</dc:date>
    <link>http://arstechnica.com/tech-policy/2015/05/worker-fired-for-disabling-gps-app-that-tracked-her-24-hours-a-day/</link>
    <dc:creator>zephoria</dc:creator><description><![CDATA[A former employee of money transfer service Intermex claims she was fired after uninstalling an app that constantly tracked her whereabouts, even during non-work hours, reports Ars Technica. Employees were reportedly required to keep their phones on 24/7, and some were even told they would be monitored while off-duty. "This intrusion would be highly offensive to a reasonable person,” noted the former employee’s complaint against Intermex.]]></description>
<dc:subject>labor surveillance dsreads</dc:subject>
<dc:source>https://pinboard.in/</dc:source>
<dc:identifier>https://pinboard.in/u:zephoria/b:a0f329d359df/</dc:identifier>
<taxo:topics><rdf:Bag>	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:labor"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:surveillance"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:dsreads"/>
</rdf:Bag></taxo:topics>
</item>
<item rdf:about="http://www.revealnews.org/episodes/law-and-disorder-2-citizens-cameras-and-cops/">
    <title>Law and Disorder 2: Citizens, cameras and cops | Reveal</title>
    <dc:date>2015-05-12T21:15:46+00:00</dc:date>
    <link>http://www.revealnews.org/episodes/law-and-disorder-2-citizens-cameras-and-cops/</link>
    <dc:creator>zephoria</dc:creator><dc:subject>dsreads bodycams policing</dc:subject>
<dc:source>https://pinboard.in/</dc:source>
<dc:identifier>https://pinboard.in/u:zephoria/b:d1baf4b74180/</dc:identifier>
<taxo:topics><rdf:Bag>	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:dsreads"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:bodycams"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:policing"/>
</rdf:Bag></taxo:topics>
</item>
<item rdf:about="https://medium.com/ted-fellows/open-data-is-about-to-make-renting-an-apartment-in-nyc-suck-less-3282fe5502ee">
    <title>Open Data Is About to Make Renting an Apartment in NYC Suck Less — TED Fellows — Medium</title>
    <dc:date>2015-05-12T19:28:34+00:00</dc:date>
    <link>https://medium.com/ted-fellows/open-data-is-about-to-make-renting-an-apartment-in-nyc-suck-less-3282fe5502ee</link>
    <dc:creator>zephoria</dc:creator><dc:subject>housing bigdata dsreads</dc:subject>
<dc:source>https://pinboard.in/</dc:source>
<dc:identifier>https://pinboard.in/u:zephoria/b:baadb55cb77a/</dc:identifier>
<taxo:topics><rdf:Bag>	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:housing"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:bigdata"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:dsreads"/>
</rdf:Bag></taxo:topics>
</item>
<item rdf:about="http://citypaper.net/uberdriver/">
    <title>I was an undercover Uber driver :: Cover :: Philadelphia City Paper</title>
    <dc:date>2015-05-11T00:18:59+00:00</dc:date>
    <link>http://citypaper.net/uberdriver/</link>
    <dc:creator>zephoria</dc:creator><dc:subject>dsreads uber peereconomy</dc:subject>
<dc:source>https://pinboard.in/</dc:source>
<dc:identifier>https://pinboard.in/u:zephoria/b:70914fd822e5/</dc:identifier>
<taxo:topics><rdf:Bag>	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:dsreads"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:uber"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:peereconomy"/>
</rdf:Bag></taxo:topics>
</item>
<item rdf:about="http://pressthink.org/2015/04/its-not-that-we-control-newsfeed-you-control-newsfeed-facebook-please-stop-with-this/">
    <title>“It’s not that we control NewsFeed, you control NewsFeed…” Facebook: please stop with this. » Pressthink</title>
    <dc:date>2015-05-09T02:21:40+00:00</dc:date>
    <link>http://pressthink.org/2015/04/its-not-that-we-control-newsfeed-you-control-newsfeed-facebook-please-stop-with-this/</link>
    <dc:creator>zephoria</dc:creator><dc:subject>manipulation facebook algorithms dsreads</dc:subject>
<dc:source>https://pinboard.in/</dc:source>
<dc:identifier>https://pinboard.in/u:zephoria/b:6d08b33c9d07/</dc:identifier>
<taxo:topics><rdf:Bag>	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:manipulation"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:facebook"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:algorithms"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:dsreads"/>
</rdf:Bag></taxo:topics>
</item>
<item rdf:about="http://thesocietypages.org/cyborgology/2015/05/07/facebook-fair-and-balanced/">
    <title>Facebook: Fair and Balanced » Cyborgology by Nathan Jurgenson</title>
    <dc:date>2015-05-09T02:19:46+00:00</dc:date>
    <link>http://thesocietypages.org/cyborgology/2015/05/07/facebook-fair-and-balanced/</link>
    <dc:creator>zephoria</dc:creator><dc:subject>algorithms facebook manipulation dsreads</dc:subject>
<dc:source>https://pinboard.in/</dc:source>
<dc:identifier>https://pinboard.in/u:zephoria/b:cab249d0e0f0/</dc:identifier>
<taxo:topics><rdf:Bag>	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:algorithms"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:facebook"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:manipulation"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:dsreads"/>
</rdf:Bag></taxo:topics>
</item>
<item rdf:about="https://medium.com/@elipariser/facebook-published-a-big-new-study-on-the-filter-bubble-here-s-what-it-says-ef31a292da95">
    <title>Facebook published a big new study on the filter bubble. Here’s what it says. — Medium</title>
    <dc:date>2015-05-08T13:09:58+00:00</dc:date>
    <link>https://medium.com/@elipariser/facebook-published-a-big-new-study-on-the-filter-bubble-here-s-what-it-says-ef31a292da95</link>
    <dc:creator>zephoria</dc:creator><dc:subject>algorithm facebook manipulation dsreads</dc:subject>
<dc:source>https://pinboard.in/</dc:source>
<dc:identifier>https://pinboard.in/u:zephoria/b:9583a2c94bb5/</dc:identifier>
<taxo:topics><rdf:Bag>	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:algorithm"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:facebook"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:manipulation"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:dsreads"/>
</rdf:Bag></taxo:topics>
</item>
<item rdf:about="http://papers.ssrn.com/sol3/papers.cfm?abstract_id=2598545">
    <title>That's Unfair! Or Is It? Big Data, Discrimination and the FTC's Unfairness Authority by Dennis D. Hirsch :: SSRN</title>
    <dc:date>2015-05-08T13:06:34+00:00</dc:date>
    <link>http://papers.ssrn.com/sol3/papers.cfm?abstract_id=2598545</link>
    <dc:creator>zephoria</dc:creator><dc:subject>dsreads fairness D&amp;CR discrimination algorithm law FTC</dc:subject>
<dc:source>https://pinboard.in/</dc:source>
<dc:identifier>https://pinboard.in/u:zephoria/b:975920961c89/</dc:identifier>
<taxo:topics><rdf:Bag>	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:dsreads"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:fairness"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:D&amp;CR"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:discrimination"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:algorithm"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:law"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:FTC"/>
</rdf:Bag></taxo:topics>
</item>
<item rdf:about="http://socialmediacollective.org/2015/05/07/the-facebook-its-not-our-fault-study/">
    <title>The Facebook “It’s Not Our Fault” Study | Social Media Collective</title>
    <dc:date>2015-05-07T19:17:42+00:00</dc:date>
    <link>http://socialmediacollective.org/2015/05/07/the-facebook-its-not-our-fault-study/</link>
    <dc:creator>zephoria</dc:creator><dc:subject>dsreads facebook manipulation algorithms ethics</dc:subject>
<dc:source>https://pinboard.in/</dc:source>
<dc:identifier>https://pinboard.in/u:zephoria/b:c11f682043e2/</dc:identifier>
<taxo:topics><rdf:Bag>	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:dsreads"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:facebook"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:manipulation"/>
	<rdf:li rdf:resource="https://pinboard.in/u:zephoria/t:algorithms"/>
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<item rdf:about="http://www.washingtonpost.com/blogs/wonkblog/wp/2015/03/16/the-real-promise-of-the-sharing-economy-is-what-it-could-do-for-the-poor/">
    <title>The real promise of the ‘sharing economy’ is what it could do for the poor - The Washington Post</title>
    <dc:date>2015-05-06T03:15:54+00:00</dc:date>
    <link>http://www.washingtonpost.com/blogs/wonkblog/wp/2015/03/16/the-real-promise-of-the-sharing-economy-is-what-it-could-do-for-the-poor/</link>
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<item rdf:about="http://www.nytimes.com/2015/05/03/opinion/sunday/how-not-to-drown-in-numbers.html?_r=0">
    <title>How Not to Drown in Numbers - NYTimes.com</title>
    <dc:date>2015-05-06T02:35:16+00:00</dc:date>
    <link>http://www.nytimes.com/2015/05/03/opinion/sunday/how-not-to-drown-in-numbers.html?_r=0</link>
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<dc:source>https://pinboard.in/</dc:source>
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<item rdf:about="http://tcs.sagepub.com/content/early/2015/05/04/0263276415583139.abstract">
    <title>Social Media, Financial Algorithms and the Hack Crash</title>
    <dc:date>2015-05-06T02:25:10+00:00</dc:date>
    <link>http://tcs.sagepub.com/content/early/2015/05/04/0263276415583139.abstract</link>
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<item rdf:about="http://www.truth-out.org/news/item/29818-moneyballing-justice-evidence-based-criminal-reforms-ignore-real-evidence">
    <title>Moneyballing Justice: &quot;Evidence-Based&quot; Criminal Reforms Ignore Real Evidence</title>
    <dc:date>2015-05-06T02:22:09+00:00</dc:date>
    <link>http://www.truth-out.org/news/item/29818-moneyballing-justice-evidence-based-criminal-reforms-ignore-real-evidence</link>
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<item rdf:about="http://www.theguardian.com/us-news/2015/apr/23/online-surveillance-black-teenagers-new-stop-and-frisk">
    <title>Is the online surveillance of black teenagers the new stop-and-frisk? | US news | The Guardian</title>
    <dc:date>2015-05-03T18:37:53+00:00</dc:date>
    <link>http://www.theguardian.com/us-news/2015/apr/23/online-surveillance-black-teenagers-new-stop-and-frisk</link>
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<item rdf:about="http://thedatamap.org/">
    <title>theDataMap</title>
    <dc:date>2015-04-28T23:33:38+00:00</dc:date>
    <link>http://thedatamap.org/</link>
    <dc:creator>zephoria</dc:creator><description><![CDATA[Latanya Sweeney's data analysis tool]]></description>
<dc:subject>data privacy visualization health dsreads</dc:subject>
<dc:source>https://pinboard.in/</dc:source>
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<item rdf:about="http://www.dailytargum.com/article/2015/02/u-online-facial-recognition-system-presents-major-privacy-risk">
    <title>The Daily Targum :: U. online facial recognition system presents major privacy risk</title>
    <dc:date>2015-03-12T00:38:28+00:00</dc:date>
    <link>http://www.dailytargum.com/article/2015/02/u-online-facial-recognition-system-presents-major-privacy-risk</link>
    <dc:creator>zephoria</dc:creator><dc:subject>dsreads privacy surveillance</dc:subject>
<dc:source>https://pinboard.in/</dc:source>
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<item rdf:about="http://www.theneworleansadvocate.com/news/crime/11707192-123/new-orleans-filmmaker-cleared-in">
    <title>New Orleans filmmaker cleared in cold-case murder; false positive highlights limitations of familial DNA searching | Crime | The New Orleans Advocate — New Orleans, Louisiana</title>
    <dc:date>2015-03-12T00:38:00+00:00</dc:date>
    <link>http://www.theneworleansadvocate.com/news/crime/11707192-123/new-orleans-filmmaker-cleared-in</link>
    <dc:creator>zephoria</dc:creator><dc:subject>bigdata dsreads genetics networkharm</dc:subject>
<dc:source>https://pinboard.in/</dc:source>
<dc:identifier>https://pinboard.in/u:zephoria/b:530eac5c0bc7/</dc:identifier>
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<item rdf:about="http://papers.ssrn.com/sol3/papers.cfm?abstract_id=2326830#!">
    <title>A Theory of Creepy: Technology, Privacy and Shifting Social Norms by Omer Tene, Jules Polonetsky :: SSRN</title>
    <dc:date>2015-03-02T20:49:48+00:00</dc:date>
    <link>http://papers.ssrn.com/sol3/papers.cfm?abstract_id=2326830#!</link>
    <dc:creator>zephoria</dc:creator><dc:subject>privacy dsreads creepiness bigdata</dc:subject>
<dc:source>https://pinboard.in/</dc:source>
<dc:identifier>https://pinboard.in/u:zephoria/b:77d68d1bc873/</dc:identifier>
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<item rdf:about="http://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1003542">
    <title>PLOS Computational Biology: Ten Simple Rules for the Care and Feeding of Scientific Data</title>
    <dc:date>2015-03-02T17:31:06+00:00</dc:date>
    <link>http://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1003542</link>
    <dc:creator>zephoria</dc:creator><dc:subject>dsreads ethics bigdata bdes</dc:subject>
<dc:source>https://pinboard.in/</dc:source>
<dc:identifier>https://pinboard.in/u:zephoria/b:16623d5d9e28/</dc:identifier>
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<item rdf:about="https://agenda.weforum.org/2015/02/a-brief-history-of-big-data-everyone-should-read/">
    <title>A brief history of big data everyone should read - Agenda - The World Economic Forum</title>
    <dc:date>2015-02-28T01:52:12+00:00</dc:date>
    <link>https://agenda.weforum.org/2015/02/a-brief-history-of-big-data-everyone-should-read/</link>
    <dc:creator>zephoria</dc:creator><dc:subject>bigdata history language dsreads</dc:subject>
<dc:source>https://pinboard.in/</dc:source>
<dc:identifier>https://pinboard.in/u:zephoria/b:fbe8593b8b96/</dc:identifier>
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<item rdf:about="http://www.cs.nyu.edu/faculty/davise/papers/BigDataBib.html">
    <title>Recent Critiques of Big Data: Small Bibliography</title>
    <dc:date>2015-02-18T17:18:06+00:00</dc:date>
    <link>http://www.cs.nyu.edu/faculty/davise/papers/BigDataBib.html</link>
    <dc:creator>zephoria</dc:creator><dc:subject>bigdata research dsreads</dc:subject>
<dc:source>https://pinboard.in/</dc:source>
<dc:identifier>https://pinboard.in/u:zephoria/b:86f7decce80f/</dc:identifier>
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<item rdf:about="http://www.theatlantic.com/technology/archive/2015/01/the-cloud-and-other-dangerous-metaphors/384518/">
    <title>'The Cloud' and Other Dangerous Metaphors - The Atlantic</title>
    <dc:date>2015-01-22T03:37:31+00:00</dc:date>
    <link>http://www.theatlantic.com/technology/archive/2015/01/the-cloud-and-other-dangerous-metaphors/384518/</link>
    <dc:creator>zephoria</dc:creator><dc:subject>dsreads metaphor data</dc:subject>
<dc:source>https://pinboard.in/</dc:source>
<dc:identifier>https://pinboard.in/u:zephoria/b:d067c1b25bff/</dc:identifier>
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<item rdf:about="http://www.theverge.com/2014/12/10/7341077/nypd-harlem-crews-social-media-rikers-prison">
    <title>How the NYPD is using social media to put Harlem teens behind bars | The Verge</title>
    <dc:date>2015-01-06T03:02:27+00:00</dc:date>
    <link>http://www.theverge.com/2014/12/10/7341077/nypd-harlem-crews-social-media-rikers-prison</link>
    <dc:creator>zephoria</dc:creator><dc:subject>civilrights socialmedia lawenforcement dsreads D&amp;CR</dc:subject>
<dc:source>https://pinboard.in/</dc:source>
<dc:identifier>https://pinboard.in/u:zephoria/b:3c077349a122/</dc:identifier>
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<item rdf:about="http://thefrailestthing.com/2014/11/29/do-artifacts-have-ethics/">
    <title>Do Artifacts Have Ethics? | The Frailest Thing</title>
    <dc:date>2014-12-21T16:25:06+00:00</dc:date>
    <link>http://thefrailestthing.com/2014/11/29/do-artifacts-have-ethics/</link>
    <dc:creator>zephoria</dc:creator><dc:subject>dsreads ethics nsfcouncil</dc:subject>
<dc:source>https://pinboard.in/</dc:source>
<dc:identifier>https://pinboard.in/u:zephoria/b:d227e58ba7ac/</dc:identifier>
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<item rdf:about="https://medium.com/@hannawallach/big-data-machine-learning-and-the-social-sciences-927a8e20460d">
    <title>Big Data, Machine Learning, and the Social Sciences — Medium</title>
    <dc:date>2014-12-21T15:10:43+00:00</dc:date>
    <link>https://medium.com/@hannawallach/big-data-machine-learning-and-the-social-sciences-927a8e20460d</link>
    <dc:creator>zephoria</dc:creator><dc:subject>bigdata fairness machinelearning dsreads</dc:subject>
<dc:source>https://pinboard.in/</dc:source>
<dc:identifier>https://pinboard.in/u:zephoria/b:222f3fcb9612/</dc:identifier>
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<item rdf:about="https://modelviewculture.com/pieces/grooming-students-for-a-lifetime-of-surveillance">
    <title>Grooming Students for A Lifetime of Surveillance by Jessy Irwin | Model View Culture</title>
    <dc:date>2014-12-21T02:56:15+00:00</dc:date>
    <link>https://modelviewculture.com/pieces/grooming-students-for-a-lifetime-of-surveillance</link>
    <dc:creator>zephoria</dc:creator><dc:subject>surveillance privacy youth dsreads</dc:subject>
<dc:source>https://pinboard.in/</dc:source>
<dc:identifier>https://pinboard.in/u:zephoria/b:5a50a9eaba30/</dc:identifier>
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<item rdf:about="http://www.thenation.com/article/192545/socialize-uber">
    <title>Socialize Uber | The Nation</title>
    <dc:date>2014-12-20T17:12:03+00:00</dc:date>
    <link>http://www.thenation.com/article/192545/socialize-uber</link>
    <dc:creator>zephoria</dc:creator><dc:subject>dsreads peereconomy labor</dc:subject>
<dc:source>https://pinboard.in/</dc:source>
<dc:identifier>https://pinboard.in/u:zephoria/b:1b36153866eb/</dc:identifier>
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<item rdf:about="http://blog.bigboulderinitiative.org/2014/11/14/draft-code-of-ethics-standards-for-social-data/">
    <title>DRAFT: Code of Ethics &amp; Standards for Social Data | The Big Boulder Initiative</title>
    <dc:date>2014-12-17T17:40:40+00:00</dc:date>
    <link>http://blog.bigboulderinitiative.org/2014/11/14/draft-code-of-ethics-standards-for-social-data/</link>
    <dc:creator>zephoria</dc:creator><description><![CDATA[The following Code of Ethics & Standards is an effort to define a set of ethical values for the treatment of social data. It represents a commitment of the Big Boulder Initiative to provide data stewardship across the social data eco-system and an expectation from its members and supporters to display integrity aligned with the Code and Standards.]]></description>
<dc:subject>ethics data dsreads socialmedia</dc:subject>
<dc:source>https://pinboard.in/</dc:source>
<dc:identifier>https://pinboard.in/u:zephoria/b:4e0facd090d8/</dc:identifier>
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<item rdf:about="http://www.nytimes.com/2014/12/16/upshot/as-robots-grow-smarter-american-workers-struggle-to-keep-up.html?hp&amp;action=click&amp;pgtype=Homepage&amp;module=first-column-region&amp;region=top-news&amp;WT.nav=top-news&amp;abt=0002&amp;abg=1">
    <title>As Robots Grow Smarter, American Workers Struggle to Keep Up - NYTimes.com</title>
    <dc:date>2014-12-16T03:43:26+00:00</dc:date>
    <link>http://www.nytimes.com/2014/12/16/upshot/as-robots-grow-smarter-american-workers-struggle-to-keep-up.html?hp&amp;action=click&amp;pgtype=Homepage&amp;module=first-column-region&amp;region=top-news&amp;WT.nav=top-news&amp;abt=0002&amp;abg=1</link>
    <dc:creator>zephoria</dc:creator><dc:subject>labor dsreads</dc:subject>
<dc:source>https://pinboard.in/</dc:source>
<dc:identifier>https://pinboard.in/u:zephoria/b:79267a260d0e/</dc:identifier>
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<item rdf:about="http://www.nytimes.com/2011/11/30/realestate/commercial/landlords-use-computers-to-arrive-at-the-right-rental-fee.html?adxnnl=1&amp;adxnnlx=1417551503-wj7PUerH7u+ERGI3Vng9FA">
    <title>Landlords Use Computers to Arrive at the Right Rental Fee - NYTimes.com</title>
    <dc:date>2014-12-02T20:19:25+00:00</dc:date>
    <link>http://www.nytimes.com/2011/11/30/realestate/commercial/landlords-use-computers-to-arrive-at-the-right-rental-fee.html?adxnnl=1&amp;adxnnlx=1417551503-wj7PUerH7u+ERGI3Vng9FA</link>
    <dc:creator>zephoria</dc:creator><dc:subject>data discrimination real_estate dsreads</dc:subject>
<dc:identifier>https://pinboard.in/u:zephoria/b:2a623b7f1033/</dc:identifier>
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