CS 6474 Social Compu7ng: Polariza7on and Selec7ve Exposure
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1 CS 6474 Social Compu7ng: Polariza7on and Selec7ve Exposure Munmun De Choudhury Week 13 November 14, 2016
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4 Echo Chambers Online?: Politically Motivated Selective Exposure among Internet News Users
5 Summary The paper performs a survey study to examine how online news reading affects opinion reinforcement 700 people were asked to read news on two news sites Individuals more like to read news stories that reinforces their opinions than those which challenge them Important finding: Having decided to view a news story, evidence of an aversion to opinion challenges disappears: There is no evidence that individuals abandon news stories that contain information with which they disagree. People don t actively seek to exclude information that challenges their opinions, unlike what popular knowledge indicated
6 Exposure to ideologically diverse news and opinion on Facebook
7 Summary
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9 How did we get here? What do you think was the reasoning behind online platforms promoting/encouraging polarization or selective exposure?
10 Perhaps one of the biggest strengths of social computing systems is that they allow people to find like minded others and form communities. This seems to be at odds with the dangers of polarization.
11 Influence in the political sphere: 62% of adults in the US use social media to consume news, and 18% of adults are frequent consumers Pew Internet
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14 (A) 18 (B) (C) 1 Digbys Blog In contrast, the top news articles cited 2 by James right Walcott leaning 3 Pandagon bloggers are: 4 blog.johnkerry.com 5 Oliver Willis 1. CBS News article on forged memos 6 America Blog 2. Time Magazine poll: Bush opens double-digit 7 Crooked Timber lead on 8 Daily Kos post convention bounce 9 American Prospect 3. National Review article refuting missing 10 Eschaton explosives case Wonkette 4. ABC News article refuting missing explosives 12 Talk Left case 5. Washington 3 Post article 13 Political Wire on Kerry s proposal to compromise 5 with Iran24on nuclear 6 14 Talking Points Memo 27 technology. 15 Matthew Yglesias Washington Monthly MyDD Juan Cole Left Coaster Bradford DeLong Right JawaReport Left Voka Pundit 23 Roger L Simon Tim Blair Andrew Sullivan Instapundit Blogs for Bush 28 Little Green Footballs 5 29 Belmont Club 30 Captain s Quarters 0 31 Powerline 32 Hugh Hewitt 33 INDC Journal 34 Real Clear Politics 35 Winds of Change 36 Allahpundit Date 37 Michelle Malkin 38 WizBang 39 Dean s World 40 Volokh # weblog posts 8/29/2004 9/5/2004 9/12/2004 9/19/2004 9/26/ /3/ /10/ /17/ /24/ /31/ /7/2004 Figure 5: Time series chart: # posts discussing the CBS forged documents, right vs. left. Terry Mcauliffe Laura Bush Tim Russert John Mccain Zell Miller Colin Powell Howard Dean Ronald Reagan Donald Rumsfeld Yasser Arafat Al Gore Mary Cheney Karl Rove Michael Moore salon.com online.wsj.com opinionjournal.com tnr.com news.bbc.co.uk nypost.com slate.msn.com cbsnews.com foxnews.com guardian.co.uk apnews.myway.com washingtontimes.com usatoday.com boston.com latimes.com cnn.com nationalreview.com msnbc.msn.com news.yahoo.com washingtonpost.com nytimes.com Bill Clinton John Edwards Dan Rather Dick Cheney # mentions Left Right Figure 6: Mentions of political figures in liberal vs. conservative weblogs (excludes George W. Bush and John Kerry) Le Ri # citations from weblog statistics indicate that our A-list political bloggers, like mainstream journalists (and like most of us) support their positions by criticizing those of the political figures they dislike. Figure 4: Most linked to news sources 20 conservative and top 20 liberal bl 8/29/ /15/2004. An interesting topic for further study would be to compare how balanced bloggers presentation of the facts are compared with that of mainstream media journalists.
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18 To what extent is polarization a new problem with social technologies, as against an offline phenomenon?
19 What is the tentative interaction between selective exposure and people s belief systems (wrt information consumption online)? Can we quantify it?
20 Reading opinion-reinforcing content can have widespread impact on our perceptions what is real and what is fake. Could this impact our credibility perceptions?
21 If you were to design a tool that works in tandem with Twitter or Facebook, how would you encourage diverse exposure?
22 Remember, humans have agency, so polarization should have something to do beyond just homophily and network structure. How would you incorporate a user s intrinsic attributes to discourage polarized views of information?
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24 What makes curbing polarization in social computing systems challenging?
25 A deeper question (from TechCrunch): Why would [Facebook] want to change? And are people even ready for a fair Feed?
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