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    Algorithms of Oppression

    Page 25
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    Damore, James, 2

      Daniels, Jessie, 84, 108, 116, 172

      Darnton, Robert, 157

      Dartmouth College Freedom Budget, 134

      data storage and archiving, 125–28

      Davis, Jessica, 85

      “A Declaration of the Independence of Cyberspace” (Barlow), 61

      Department of Labor workforce data, 162

      DeSantis, John, 134

      Dewey Decimal Classification System, 24, 136; biases, 140

      Diaz, Alejandro, 26, 42

      Dickinson, Gregory M., 158–59

      digital divide, 34, 56, 86, 160–61, 164, 188n21

      digital footprint, 11, 187n9

      digital media platforms, 5–6, 12–13, 30, 56, 148, 188n31

      Dines, Gail, 101–2

      distributed denial of service (DDOS), 112

      Doctor, DePayne Middleton, 110

      Dorsey, Joseph C., 93

      Edelman, Benjamin, 44

      Eisenhower, Dwight D., 190n64

      employment practices: college engineering curricula, 70, 163; “pipeline issues,” 64–66; underemployment of Blacks, 80; underemployment of Black women, 69

      Epstein, Robert, 52

      European Commission, 157

      European Court of Justice, 121

      Everett, Anna, 107

      Facebook, 3, 156, 158, 181; commercial content moderation, 58; content screening, 56; “diversity problems,” 65, 177; personal information, 120–21; search engine optimization, 54; underemployment of Black women, 69. See also nonconsensual pornography (NCP)

      Fairclough, Norman, 61, 91–92

      “fake news,” 183–85

      Fanon, Franz, 144

      Federal Bureau of Investigation (FBI) crime statistics, 112, 194n5

      Federal Communications Commission (FCC), 49, 166; ten-year broadband plan, 153

      Federal Trade Commission (FTC), 166; Google investigation, 34, 156, 159, 191n77; public accountability, 51

      feminism: images of women, 106–7; patriarchal dominance of technology, 107–8

      feminist and gay liberation movements, 132

      Feuz, Martin, 54

      filters, 45; “Bob Marley” and “yellowface” filters, 69; commercial content moderation, 56–57; “filter bubble,” 5, 187n3; Google’s default settings, 88; objective criteria for public harm, 56; pornography blockers, 55, 100. See also Prodigy

      Flaherty, Colin, 104

      Fleisher, Peter, 128

      Ford, Thomas E., 89

      Foskett, Anthony Charles, 136

      Fouché, Rayvon, 108

      France, “Charter of good practices on the right to be forgotten . . . ,” 121

      FreePorn.com blog, 87

      free speech and free speech protections, 46, 57, 172; corporate, 143

      Fuchs, Christian, 162

      Fujioka, Yuki, 89

      Fuller, Matthew, 54

      Furner, Jonathan, 135–36

      Galloway, Alex, 148

      Gandy, Oscar Jr., 85, 125

      Gardner, Tracey A., 59

      Gillespie, Tarleton, 26

      Golash-Boza, Tanya, 80

      Gold, Danny, 120

      Goodman, Ellen P., 130

      Google: apologies, 6; archives of non-public search results, 122, 129; competitors blocked, 56; critiques of, 28, 33, 36–37, 56, 163–64; data storage policies, 125–29; “diversity problems,” 64–65, 69, 163; mainstream corporate news conglomerates, 49; method of rebuilding index, 189n38; near-monopoly status, 34–36, 86, 156, 188n10, 198n32; privacy policy, 129–30; right to transparency of data removal, 130–31; surplus labor through free use, 162; underemployment of Black women, 69; unlawful page removal policy, 42; wage gap, 2

      Google AdWords, 86–87, 106, 116; ‘black girls’ search results, 68, 86–87; cost per click (CPC), 46–47

      Google bombing, 46–47, 189n47; George W. Bush and miserable failure, 48; Santorum, Rick, 47, 189n50

      Google Books, 50, 86, 191n77; “fair use” ruling, 157

      Google Glass: “Glassholes,” 164; neocolonial project, 164

      Google Image Labeler, 188n27

      Google Image Search, 6

      Google Instant, X-rated front-page results, 155

      Google Maps, search for “N*gger” yields White House, 6–8

      Google PageRank, 11, 38–42, 46–47, 54, 158, 189n48

      Google Search, 3–4, 86; algorithm control, 179; autocorrection to “himself,” 142; autosuggestions, 6, 11, 15, 20–21, 24; Black feminist perspective, 30–31; commercial environment influence, 24, 179; computer science for decision-making, 148–49; consumer protection, 188n10; disclaimer, 31, 42, 159; disclaimer for search for “Jew,” 44, 88n24, 143, 189n42; filters for advertisers, 45; front organizations for hate-based groups, 116–17; glitch tagging African Americans as “apes,” 6; image search, 6, 20–23, 191n73; prioritization of its properties, 162; priority ranking, 18, 32, 42, 63, 65, 118, 155, 158; public resource, 50; response to stereotypes, 82; sexism and discrimination, 15–16. See also ‘black girls’ search results; pornography; search results

      Google Spain v. AEPD and Mario Costeja González, 121

      Google Web History, 190n70

      The Googlization of Everything (Vaidhyanathan), 42

      Grimes, John, 90

      Gross, Tina, 135

      Guardian, 130

      Guynn, Jessica, 65–66, 80

      Halavais, Alex, 25

      Harding, Sandra, 31

      hardware, labor conditions of raw-mineral extraction, 161, 164, 199n42

      Harp, Dustin, 58

      Harvey, David, 91–92

      hate crimes: hate-based groups, 116–17; “Mother” Emanuel AME Church massacre, 110; “racist manifesto,” 110–11

      Heider, Don, 58

      Herring, Mary, 104

      Hiles, Heather, 65–66

      Hobson, Janell, 165

      Holloway, Max, 48

      hooks, bell, 33, 92, 102

      housing and education markets, 167

      Hudson, Nicholas, 136

      Hunt, Christopher, 15

      Hunt, Darnell, 55

      Hurd, Cynthia, 110

      information and communications technologies (ICTs), 91, 107, 150–51, 163

      information retrieval, social context of organizers, 149–50

      information studies. See libraries and librarians

      Ingram, Matthew, 159

      Iniguez, Noe, 121

      Institute for Museum and Library Services, 183

      intellectual property rights, 50, 158

      International League Against Racism, 42

      Introna, Lucas, 26

      Jackson, Susie, 110

      Jankowski, Thomas, 104

      Jim Crow Museum of Racist Memorabilia, 96, 98

      Johnson, Deborah, 125, 128

      Jurgenson, Nathan, 161

      Kandis, 12, 173–78, 187n10; Yelp business suppression, 200n3

      keyword searches, 29, 46–47, 87–88; Keyword Estimator tool, 46; minority use of language, 177; relationship to marginalized groups, 60, 108. See also Google Search

      Kilbourne, Jean, 105

      King, Martin Luther, Jr., 172

      Kuhn, Annette, 106

      labor market: conditions of raw-mineral extraction, 161, 163; decline in Black and Hispanic Silicon Valley top managers, 162–63; exploited workers in the Democratic Republic of Congo, 164; manufacturing jobs to Asia, 164; toxic e-waste dismantling in Ghana, 164

      Lance, Ethel, 110

      LA Times, 29

      legislation: Children’s Internet Protection Act, 166, 199n50; Child Safe Viewing Act of 2007, 166, 199n51; Communications Decency Act (CDA), 158–59; Stopping Partisan Policy at the Library of Congress Act, 135

      Lerner, Gilda, 93–94

      libraries and librarians, 11, 16; citation-analysis practices, 144; misrepresentations in cataloging and classification, 12, 147; pornography blockers, 55, 100, 190n71. See also Library of Congress Subject Headings (LCSH)

      library discovery systems bias, 144–45

      Library Journal, 134

      Library of Congress, 134–35


      Library of Congress Subject Headings (LCSH), 24; bias in classification, 12, 24, 136–37, 139–40, 144; “Gypsies,” 140; “illegal alien” heading, 134–35; “Jewish question,” 135, 139, 142, 143; “N*ggers,” 143; “Oriental,” 140; “Race Question” or “Negroes,” 139, 142–43; religious classification, 140; “Women as Accountants,” 139; “Yellow Peril,” 135, 139

      Linde, Makode Aj, 96–97

      Lipsitz, George, 59, 168

      Los Angeles Times, 121, 135

      Lycos, 25

      Marshall, Joan K., 143, 144

      Martin, Trayvon, 11, 111, 115

      Massa, Bob, 158

      Mathes, Adam, 47

      McCarthy, Cameron, 85

      McChesney, Robert, 49, 154

      McKesson, Deray, 6

      media, 171; erosion of professional standards, 155; historical representations carryover, 150; informal culture in, 85–86; participation of Black people, 165; portrayals of African-Americans, 89, 105; tension with journalists, 154

      Media Matters, 49

      MegaTech, 57

      Memac Ogilvy & Mather Dubai, 15, 17

      military-industrial projects, 190n64

      Miller-Young, Mireille, 101–2

      Mills, Charles, 60

      monopolies. See Google; technology monopolies

      Moore, Hunter, 120–21, 158

      Morville, Peter, 87

      “Mother” Emanuel African Methodist Episcopal Church, 11, 110

      Ms. blog, 155

      Nash, Jennifer C., 100–101

      National Association for the Advancement of Colored People, 55; NAACP Image Awards, 191n74

      National Endowment for the Arts, 183

      Negroponte, Nicholas, 187n9

      neoliberalism, 1; capitalism, 33, 36, 104, 133; misinformation and misrepresentation, 185; privatized web, 11, 61, 165, 179; technology policy, 32, 64, 91–92, 129, 131, 161

      neutrality, expectation of, 1, 6, 18, 25, 56; content prioritization processes, 156

      “new capitalism,” 92

      Nichols, John, 49, 154

      Niesen, Molly, 51

      Nissenbaum, Helen, 26

      nonconsensual pornography (NCP), 119–22

      Northpointe, 27

      Obama, Michelle, 6, 9

      Off Our Backs, 132

      Olson, Hope A., 138, 140–42

      Omi, Michael, 80

      O’Neil, Cathy, 27

      online directories, 25

      On Our Backs, 131–32

      Open Internet Coalition, 156

      Padilla, Melissa, 134

      Page, Larry, 37, 38, 40–41, 47

      Pasquale, Frank, 28

      Peet, Lisa, 134

      Peterson, Latoya, 4–5

      Pew Internet and American Life Project, 35, 51, 53, 190n68

      Pew Research Center, 51

      Pinckney, Clementa, 110

      police database mug shots, 123–24

      political information online, 49; effect of information bias, 52–53

      “politics of recognition,” 84–85

      politics of technology, 70, 89

      pornography: algorithm to suppress pornography, 104; commercial porn, 100–102; Google algorithm to suppress pornography, 104; male gaze and, 58–59; pornification of Black women, 10, 17, 32–33, 35, 49, 59, 102; pornification of Latinas and Asians, 4, 11, 75, 159; pornographic search results for Black women, 99–100. See also racism and sexism

      The Power of the Image (Kuhn), 106

      Powers, Laura Weidman, 65

      Powles, Julia, 130

      PR Ad Network, 158

      privacy: “American’s Privacy Strategies Post-Snowden,” 52; data control as human right, 128; deleted or forgotten data, 127–28; digitalization of sensitive information, 131–32; Google’s privacy policy, 129–30; identity and search tracking, 54–55; “social forgetfulness,” 125–26, 128; visible and invisible archives, 129. See also “right to be forgotten”

      private control of information access, 2, 84, 123; commercial exploitation, 50–51, 92, 155; Google Books question, 157; government influence, 129; public access and input, 26, 153–54; web content and ownership, 51, 104–5, 172

      privatizing and/or selling information, 51

      Prodigy, 158–59

      profiling, racial and gender, 1, 163. See also technological redlining

      programmers: “digital divide,” 161; women and people of color, 26

      prosumerism, audience as commodity, 161–62, 198n25

      public policy, 6, 12–13, 34, 133; consumer protection, 29, 188n10; decency standards enforcement, 158–59; effect on Black people, 34; effect on marginalized people, 80, 160, 166–67; Google Books question, 157; importance of information, 154; public search engine alternatives, 152. See also “right to be forgotten”

      Punyanunt-Carter, Narissra M., 89

      purchasing products online, 175

      racial and gender profiling, 28

      racial categories: PubMed/MEDLINE, 95; South Africa, 95

      The Racial Contract (Mills), 60

      racial formation theory, 84

      Racialicious (blog), 4

      racism and sexism, 9, 186; application program interface (API), 187n5; Black people as a problem, 142–43; “colorblindness” and multiculturalism, 167–68; contributions of African Americans erased, 108; fantasy of postracialism, 108, 168; financial and housing crisis of 2008, 27; first search results, 5; future criminality of White and Black defendants, 27; #Gamergate comments, 63, 191n96; Google’s default settings, 88–89; history of enslavement and exploitation, 92, 96–98; impact of stereotypes, 105, 155; internet as a tool, 89; internet marginalization of Blacks and women, 58, 108, 165; Jezebel image, 70, 96, 98; male impact online, 58; Mammy or Sapphire image, 70, 98; n*gger application program interface (API), 4–5; race hierarchy theory, 79–80; recognition of, 25; search engine bias, 29, 31–32; traditional media images replicated, 55–56, 59. See also free speech and free speech protections; White and Black

      Recode, 65

      Reidsma, Matthew, 144–45

      revenge porn. See nonconsensual pornography (NCP)

      “right to be forgotten,” 12, 121–22; limitations, 128; nature of requests, 130; protection of individuals and groups, 122–23; transparency of requests, 130–31

      Ritzer, George, 161

      Roberts, Sarah T., 56–58, 164

      Robertson, Ronald, 52

      Robertson, Tara, 131–32

      Roof, Dylann “Storm,” 11, 110, 115–18, 133, 194n1; website, 194n2

      Sanders, Felecia, 110

      Sanders, Tywanza, 110

      Saracevic, Tefko, 149

      Schiller, Dan, 92

      Schiller, Herbert, 51, 153

      Scott, Keith Lamont, 29–30

      search engine optimization, 40–41; FreePorn.com blog, 87; negative influence, 91; pornography industry use, 87–88; SEO companies, 46–47, 49

      search engines, 35–36; citation analysis, 39–41, 144, 147; girls’ identities commercialized, 71–78; index of content, 141; search engine bias, 26–29, 31–32, 36–37, 41–42, 150, 152; search queries, 37–38. See also employment practices; Google Search; websites

      Search Engine Use 2012, 53–54

      Search Engine Watch, 48

      Search King, 158

      search results: African-American girls, 78; American Indian girls, 76; anti-Semitic pages, 42–45; Asian girls, 72, 160; Asian Indian girls, 73; Black on White crime, 111–17, 194n5; “doctor,” 82; gorillas, 7; Hispanic girls, 74; “Jew,” 42, 44, 86, 143, 160; Jezebel whore, 99; Latina girls, 75, 160; names and criminal background check advertisements, 124; “nurse,” 83; political economy of search, 49–50; “professional/unprofessional hairstyles for work,” 83; reflection of society and knowledge, 148; Sara Baartman, 95; “three black teenagers” or “three white teenagers,” 80–81; user-generated content (UGC) images, 104; violent crime skewed results, 115; White girls, 77. See also ‘black girls’ search results

      Segev, Elad, 28, 86

      Sheppard, Polly, 110

      Shuhaibar, Kareem, 15

    &nb
    sp; Simmons, Daniel Sr., 110

      Singleton, Sharonda, 110

      Smith, Linda, 40

      Smythe, Dallas, 161

      Snapchat: “Bob Marley” and “yellowface” filters, 69, 163; underemployment of Black women, 69

      Snowden, Edward, 52, 125, 196n27

      social inequality, problem and steps to take, 165–66

      Southern Poverty Law Center, 104, 118

      Stalder, Felix, 54

      Stepan, Nancy Leys, 62

      stereotypes. See racism and sexism

      Storm, Darlene, 127

      Stratton Oakmont, Inc. v. Prodigy Services Co., 159

      Sweeney, Latanya, 124

      technological redlining, 1, 167

      technology monopolies, 3, 12, 24, 122; corporate information control, 5; “digital divide,” 160–61. See also Google

      telecommunication companies, traffic-routing discrimination, 156

      Tettegah, Sharon, 168

      Thompson, Myra, 110

      Toffler, Alvin, 198n25

      transparency, 50, 104; data removal in Google, 130–31; the imagine engine, 180–81; requests to be forgotten, 130–31

      Treitler, Vilna Bashi, 79–80

      Trump, Donald, 166, 183

      Twitter, 80, 110; bias in automated tweets, 29; #Black Lives Matter, 11; #DropTheWord, 135; #NoHumanBeingIsIllegal, 135; “professional/unprofessional hairstyles for work,” 83; racist trolling, 163; “three black teenagers” or “three white teenagers” post, 80

      United Nations, 15

      universal humanity, 61–62

      Urban League, 55

      USA Today, 65–66, 80, 119, 134

      U.S. Census Bureau (2007) poverty statistics, 193n47

      U.S. News and World Report, 6, 9

      Vaidhyanathan, Siva, 28, 42, 157

      “The Venus Hottentot,” 94

      Verizon, 125

      Vessey, Denmark, 110

      Wajcman, Judy, 107

      Wallace, Michele, 165

      Warf, Barney, 90

      Washington Post, 6, 121

      Ways of Seeing (Berger), 58

      Weapons of Math Destruction (O’Neil), 27

      websites: Blackbird, 150–51; BlackFind.com, 151; BlackWebPortal, 151; “cloaked websites,” 116, 172; Council of Conservative Citizens, 111–12; FreePorn.com, 87; FreePress.org, 55, 191n76; GatewayBlackPortal, 151; identity-focused websites, 151; IsAnyoneUp.com, 120; JewGotIt, 151; Jewish.net, 151; Jewogle, 151; JGrab, 151; martinlutherking.org, 172; Maven Search, 151; Mugshots.com, 124; NewNation.org, 112, 115; UnpublishArrest.com, 124; www.conservative-headlines.com, 117; www.lastrhodesian.com, 110, 194n2; Zillow.com, 167

      West, Cornel, 142

      White and Black, 199n51; Black women as deviant, 93; future criminality of White and Black defendants, 27; increased gap in wealth, 167; male gaze, 58–59; names and criminal background check advertisements, 124; poverty statistics, 193n47, 193n52; race and gender problems, 70–71; racial binary, 79; rape culture, 93–94, 96; social identity, 104–5; “three black teenagers” or “three white teenagers,” 80; Twitter algorithmic headlines, 29; White American norm, 71, 91; White and Asian male dominance, 65, 108; White hegemonic ideas, 168

     


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