American Library Association
Library Technology R E P O R T S
E x p e r t G u i d e s t o L i b r a r y S y s t e m s a n d S e r v i c e s
alatechsource.org
Combating Fake News in the Digital Age
Joanna M. Burkhardt
http://alatechsource.org
Library Technology R E P O R T S
Abstract
The issue of fake news has become very prominent in recent months. Its power to mislead and misinform has been made evident around the world. While fake news is not a new phenomenon, the means by which it is spread has changed in both speed and magni- tude. Social media platforms like Facebook, Twit- ter, and Instagram are fertile ground for the spread of fake news. Algorithms known as bots are increas- ingly being deployed to manipulate information, to disrupt social media communication, and to gain user attention. While technological assistance to identify fake news are beginning to appear, they are in their infancy. It will take time for programmers to create software that can recognize and tag fake news with- out human intervention. Even if technology can help to identify fake news in the future, those who seek to create and provide fake news will also be creating the means to continue, creating a loop in which those who want to avoid fake news are always playing catch up.
Individuals have the responsibility to protect themselves from fake news. It is essential to teach ourselves and our students and patrons to be critical consumers of news. This issue of Library Technology Reports (vol. 53, no. 8), “Combating Fake News in the Digital Age,” is for librarians who serve all age levels and who can help by teaching students both that they need to be aware and how to be aware of fake news. Library instruction in how to avoid fake news, how to identify fake news, and how to stop fake news will be essential.
Library Technology Reports (ISSN 0024-2586) is published eight times a year (January, March, April, June, July, September, October, and Decem- ber) by American Library Association, 50 E. Huron St., Chicago, IL 60611. It is managed by ALA TechSource, a unit of the publishing department of ALA. Periodical postage paid at Chicago, Illinois, and at additional mail- ing offices. POSTMASTER: Send address changes to Library Technology Reports, 50 E. Huron St., Chicago, IL 60611.
Trademarked names appear in the text of this journal. Rather than identify or insert a trademark symbol at the appearance of each name, the authors and the American Library Association state that the names are used for editorial purposes exclusively, to the ultimate benefit of the owners of the trademarks. There is absolutely no intention of infringement on the rights of the trademark owners.
Copyright © 2017 Joanna M. Burkhardt All Rights Reserved.
alatechsource.org
ALA TechSource purchases fund advocacy, awareness, and accreditation programs for library professionals worldwide.
Volume 53, Number 8
Combating Fake News in the Digital Age ISBN: 978-0-8389-5991-6
American Library Association 50 East Huron St.
Chicago, IL 60611-2795 USA alatechsource.org
800-545-2433, ext. 4299 312-944-6780
312-280-5275 (fax)
Advertising Representative Samantha Imburgia simburgia@ala.org
312-280-3244
Editor Samantha Imburgia simburgia@ala.org
312-280-3244
Copy Editor Judith Lauber
Production Tim Clifford
Editorial Assistant Colton Ursiny
Cover Design Alejandra Diaz
About the Author
Joanna M. Burkhardt is Full Professor/Librarian at the University of Rhode Island Libraries. She is Director of the branch libraries in Providence and Narragansett and the URI Libraries Collection Development Manager. She earned an MA in anthropology from the University of Wisconsin–Madison in 1981 and an MLS from the Uni- versity of Rhode Island in 1986. She has taught informa- tion literacy to both students and teachers since 1999. She has given workshops, presentations, podcasts, key- note addresses, and panel discussions about information literacy. She is coauthor or author of four books about information literacy. She addressed the topic of fake news at the ALA Annual Conference in 2017 and designed a poster and bookmark on that topic for ALA Graphics.
Subscriptions alatechsource.org/subscribe
http://alatechsource.org
mailto:somburigia%40ala.org?subject=
http://alatechsource.org/subscribe
Chapter 1—History of Fake News 5 Pre–Printing Press Era 5 Post–Printing Press Era 5 Mass Media Era 6 Internet Era 6 Global Reach of Fake News 7 Notes 8
Chapter 2— How Fake News Spreads 10 Word of Mouth 10 Written Word 10 Printed Media 11 Internet 11 Social Media 12 Notes 12
Chapter 3—Can Technology Save Us? 14 Technology of Fake News 14 Big Data 15 Bots 15 Experiments in Fake News Detection 16 Experiments in Bot and Botnet Detection 17 Google and Facebook Anti–Fake News Efforts 18 Notes 19
Chapter 4—Can We Save Ourselves? 22 Learn about Search Engine Ranking 22 Be Careful about Who You “Friend” 22 ID Bots 23 Read before Sharing 23 Fact-Check 24 Evaluate Information 24 Seek Information beyond Your Filter Bubble 26 Be Skeptical 26 Use Verification and Educational Tools 26 Notes 27
Chapter 5—How Can We Help Our Students? 29 Teach Information or Media Literacy 29 Make Students Aware of Psychological Processes 30 Tie Information Literacy to Workplace Applications 30 Teach Students to Evaluate Information 31 Teach Information Literacy Skills and Concepts 31 Teach the Teachers 32 Conclusion 32 Notes 33
Contents
5
Lib ra
ry Te
ch n
o lo
g y R
e p
o rts
alatech so
u rce.o
rg
N o
v e m
b e r/D
e ce
m b
e r 2
0 1 7
Combating Fake News in the Digital Age Joanna M. Burkhardt
History of Fake News
“Massive digital misinformation is becoming pervasive in online social media to the extent that it has been listed by the World Economic Forum (WEF) as one of the main threats to our society.”1
F ake news is nothing new. While fake news was in the headlines frequently in the 2016 US election cycle, the origins of fake news date back to before
the printing press. Rumor and false stories have prob- ably been around as long as humans have lived in groups where power matters. Until the printing press was invented, news was usually transferred from per- son to person via word of mouth. The ability to have an impact on what people know is an asset that has been prized for many centuries.
Pre–Printing Press Era
Forms of writing inscribed on materials like stone, clay, and papyrus appeared several thousand years ago. The information in these writings was usually limited to the leaders of the group (emperors, pha- raohs, Incas, religious and military leaders, and so on). Controlling information gave some people power over others and has probably contributed to the creation of most of the hierarchical cultures we know today. Knowledge is power. Those controlling knowledge, information, and the means to disseminate informa- tion became group leaders, with privileges that others in the group did not have. In many early state soci- eties, remnants of the perks of leadership remain— pyramids, castles, lavish household goods, and more.
Some of the information that has survived, carved in stone or baked on tablets or drawn in pictograms, extolled the wonder and power of the leaders. Often
these messages were reminders to the common peo- ple that the leader controlled their lives. Others were created to insure that an individual leader would be remembered for his great prowess, his success in bat- tle, or his great leadership skills. Without means to verify the claims, it’s hard to know whether the infor- mation was true or fake news.
In the sixth century AD, Procopius of Caesarea (500–ca. 554 AD), the principal historian of Byzan- tium, used fake news to smear the Emperor Justin- ian.2 While Procopius supported Justinian during his lifetime, after the emperor’s death Procopius released a treatise called Secret History that discredited the emperor and his wife. As the emperor was dead, there could be no retaliation, questioning, or investigations. Since the new emperor did not favor Justinian, it is possible the author had a motivation to distance him- self from Justinian’s court, using the stories (often wild and unverifiable) to do so.
Post–Printing Press Era
The invention of the printing press and the concurrent spread of literacy made it possible to spread informa- tion more widely. Those who were literate could eas- ily use that ability to manipulate information to those who were not literate. As more people became liter- ate, it became more difficult to mislead by misrepre- senting what was written.
As literacy rates increased, it eventually became economically feasible to print and sell informa- tion. This made the ability to write convincingly and authoritatively on a topic a powerful skill. Lead- ers have always sought to have talented writers in their employ and to control what information was
Chapter 1
6
Li b
ra ry
T e ch
n o
lo g
y R
e p
o rt
s al
at ec
h so
u rc
e. o rg
N
o v e m
b e r/
D e ce
m b
e r
2 0 1 7
Combating Fake News in the Digital Age Joanna M. Burkhardt
produced. Printed information became available in different formats and from different sources. Books, newspapers, broadsides, and cartoons were often cre- ated by writers who had a monetary incentive. Some were paid by a publisher to provide real news. Others, it seems, were paid to write information for the ben- efit of their employer.
In 1522, Italian author and satirist Pietro Aret- ino wrote wicked sonnets, pamphlets, and plays. He self-published his correspondence with the nobility of Italy, using their letters to blackmail former friends and patrons. If those individuals failed to provide the money he required, their indiscretions became pub- lic. He took the Roman style of pasquino—anonymous lampooning—to a new level of satire and parody. While his writings were satirical (not unlike today’s Saturday Night Live satire), they planted the seeds of doubt in the minds of their readers about the people in power in Italy and helped to shape the complex politi- cal reality of the time.3
Aretino’s pasquinos were followed by a French variety of fake news known as the canard. The French word canard can be used to mean an unfounded rumor or story. Canards were rife during the seventeenth cen- tury in France. One canard reported that a monster, captured in Chile, was being shipped to France. This report included an engraving of a dragon-like creature. During the French Revolution the face of Marie Antoi- nette was superimposed onto the dragon. The revised image was used to disparage the queen.4 The resulting surge in unpopularity for the queen may have contrib- uted to her harsh treatment during the revolution.
Jonathan Swift complained about political fake news in 1710 in his essay “The Art of Political Lying.” He spoke about the damage that lies can do, whether ascribed to a particular author or anonymous: “False- hood flies, and truth comes limping after it, so that when men come to be undeceived, it is too late; the jest is over, and the tale hath had its effect.”5 Swift’s descriptions of fake news in politics in 1710 are remarkably similar to those of writers of the twenty- first century.
American writer Edgar Allan Poe in 1844 wrote a hoax newspaper article claiming that a balloonist had crossed the Atlantic in a hot air balloon in only three days.6 His attention to scientific details and the plau- sibility of the idea caused many people to believe the account until reporters failed to find the balloon or the balloonist. The story was retracted four days after publication. Poe is credited with writing at least six stories that turned out to be fake news.7
Mass Media Era
Father Ronald Arbuthnott Knox did a fake news broadcast in January 1926 called “Broadcasting the
Barricades” on BBC radio.8 During this broadcast Knox implied that London was being attacked by Commu- nists, Parliament was under siege, and the Savoy Hotel and Big Ben had been blown up. Those who tuned in late did not hear the disclaimer that the broadcast was a spoof and not an actual news broadcast. This dra- matic presentation, coming only a few months after the General Strike in England, caused a minor panic until the story could be explained.
This fake news report was famously followed by Orson Welles’s War of the Worlds broadcast in 1938. The War of the Worlds was published as a book in 1898, but those who did not read science fiction were unfa- miliar with the story. The presentation of the story as a radio broadcast again caused a minor panic, this time in the United States, as there were few clues to indi- cate that reports of a Martian invasion were fictional. While this broadcast was not meant to be fake news, those who missed the introduction didn’t know that.9
On November 3, 1948, the Chicago Daily Tribune editors were so certain of the outcome of the previ- ous day’s presidential election that they published the paper with a headline stating, “Dewey Defeats Tru- man.” An iconic picture shows President Truman hold- ing up the newspaper with the erroneous headline. The caption for the picture quotes Truman as saying, “That ain’t the way I heard it.”10 The paper, of course, retracted the statement and reprinted the paper with the correct news later in the day. This incident is one reason that journalists at reputable news outlets are required to verify information a number of times before publication.
It is easy to see that fake news has existed for a long time. From the few examples described above, the effects of fake news have ranged widely, from amusement to death. Some authors of fake news prob- ably had benign motivations for producing it. Others appear to have intended to harm individuals, families, or governments. The intended and unintended con- sequences of fake news of the pre-internet era were profound and far-reaching for the time. As the means of spreading fake news increased, the consequences became increasingly serious.
Internet Era
In the late twentieth century, the internet provided new means for disseminating fake news on a vastly increased scale. When the internet was made pub- licly available, it was possible for anyone who had a computer to access it. At the same time, innovations in computers made them affordable to the average person. Making information available on the inter- net became a new way to promote products as well as make information available to everyone almost instantly.
7
Lib ra
ry Te
ch n
o lo
g y R
e p
o rts
alatech so
u rce.o
rg
N o
v e m
b e r/D
e ce
m b
e r 2
0 1 7
Combating Fake News in the Digital Age Joanna M. Burkhardt
Some fake websites were created in the early years of generalized web use. Some of these hoax websites were satire. Others were meant to mislead or deliber- ately spread biased or fake news. Early library instruc- tion classes used these types of website as cautionary examples of what an internet user needed to look for. Using a checklist of criteria to identify fake news web- sites was relatively easy. A few hoax website favor- ites are
• DHMO.org. This website claims that the com- pound DHMO (Dihydrogen Monoxide), a compo- nent of just about everything, has been linked to terrible problems such as cancer, acid rain, and global warming. While everything suggested on the website is true, it is not until one’s high school chemistry kicks in that the joke is revealed— DHMO and H2O are the same thing.
• Feline Reactions to Bearded Men. Another popular piece of fake news is a “research study” regarding the reactions of cats to bearded men. This study is reported as if it had been published in a scientific journal. It includes a literature review, a descrip- tion of the experiment, the raw data resulting from the experiment, and the conclusions reached by the researchers as a result. It is not until the reader gets to the bibliography of the article that the experiment is revealed to be a hoax. Included in the bibliography are articles supposedly writ- ten by Madonna Louise Ciccone (Madonna the singer), A. Schwartzenegger (Arnold, perhaps?), and Doctor Seuss and published in journals such as the Western Musicology Journal, Tonsological Proceedings, and the Journal of Feline Forensic Studies.
• city-mankato.us. One of the first websites to make use of website technology to mislead and mis- direct was a fake site for the city of Mankato, Minnesota. This website describes the climate as temperate to tropical, claiming that a geologi- cal anomaly allows the Mankato Valley to enjoy a year-round temperature of no less than 70 degrees Fahrenheit, while providing snow year- round at nearby Mount Kroto. It reported that one could watch the summer migration of whales up the Minnesota River. An insert shows a picture of a beach, with a second insert showing the current temperature—both tropical. The website proudly announces that it is a Yahoo “Pick of the Week” site and has been featured by the New York Times and the Minneapolis Star Tribune. Needless to say, no geological anomaly of this type exists in Min- nesota. Whales do not migrate up (or down) the Minnesota River at any time, and the pictures of the beaches and the thermometer are actually showing beaches and temperatures from places very far south of Mankato. It is true that Yahoo,
the New York Times, and the Minneapolis Star Tri- bune featured this website, but not for the rea- sons you might think. When fake news could still be amusing, this website proved both clever and ironic.
• MartinLutherKing.org. This website was created by Stormfront, a white supremacist group, to try to mislead readers about the Civil Rights activ- ist by discrediting his work, his writing, and his personal life.11 The fact that the website used the .org domain extension convinced a number of people that it was unbiased because the domain extension was usually associated with nonprofit organizations working for good. The authors of the website did not reveal themselves nor did they state their affiliations. Using Martin Luther King’s name for the website insured that people looking for information about King could easily arrive at this fake news website. This website is no longer active.
HOAX Websites
DHMO.org www.dhmo.org
“Feline Reactions to Bearded Men” www.improbable.com/airchives/classical/cat/cat.html
“Mankato, Minnesota” http://city-mankato.us
“Martin Luther King, Jr.” www.martinlutherking.org
Global Reach of Fake News
Initial forays into the world of fake news fall into the category of entertainment, satire, and parody. They are meant to amuse or to instruct the unwary. Canards and other news that fall into the category of misinfor- mation and misdirection, like the Martin Luther King website, often have more sinister and serious motives. In generations past, newspaper readers were warned that just because something was printed in the news- paper did not mean that it was true. In the twenty-first century, the same could be said about the internet. People of today create fake news for many of the same reasons that people of the past did. A number of new twists help to drive the creation and spread of fake news that did not exist until recently.
Twenty-first-century economic incentives have increased the motivation to supply the public with fake news. The internet is now funded by advertisers
http://www.dhmo.org
http://www.improbable.com/airchives/classical/cat/cat.html
http://city-mankato.us/
http://www.martinlutherking.org
8
Li b
ra ry
T e ch
n o
lo g
y R
e p
o rt
s al
at ec
h so
u rc
e. o rg
N
o v e m
b e r/
D e ce
m b
e r
2 0 1 7
Combating Fake News in the Digital Age Joanna M. Burkhardt
rather than by the government. Advertisers are in business to get information about their products to as many people as possible. Advertisers will pay a website owner to allow their advertising to be shown, just as they might pay a newspaper publisher to print adver- tisements in the paper. How do advertisers decide in which websites to place their ads? Using computing power to collect the data, it is possible to count the number of visits and visitors to individual sites. Popu- lar websites attract large numbers of people who visit those sites, making them attractive to advertisers. The more people who are exposed to the products adver- tisers want to sell, the more sales are possible. The fee paid to the website owners by the advertisers rewards website owners for publishing popular information and provides an incentive to create more content that will attract more people to the site.
People are attracted to gossip, rumor, scandal, innuendo, and the unlikely. Access Hollywood on TV and the National Enquirer at the newsstand have used human nature to make their products popular. That popularity attracts advertisers. In a Los Angeles Times op-ed, Matthew A. Baum and David Lazer report “Another thing we know is that shocking claims stick in your memory. A long-standing body of research shows that people are more likely to attend to and later recall a sensational or negative headline, even if a fact checker flags it as suspect.”12
In the past several years, people have created web- sites that capitalize on those nonintellectual aspects of human nature. Advertisers are interested in how many people will potentially be exposed to their prod- ucts, rather than the truth or falsity of the content of the page on which the advertising appears. Unfor- tunately, sites with sensational headlines or sugges- tive content tend to be very popular, generating large numbers of visits to those sites and creating an adver- tising opportunity. Some advertisers will capitalize on this human propensity for sensation by paying writ- ers of popular content without regard for the actual content at the site. The website can report anything it likes, as long as it attracts a large number of people. This is how fake news is monetized, providing incen- tives for writers to concentrate on the sensational rather than the truthful.
The problem with most sensational information is that it is not always based on fact, or those facts are twisted in some way to make the story seem like something it is not. It is sometimes based on no infor- mation at all. For example:
Creators of fake news found that they could cap- ture so much interest that they could make money off fake news through automated advertising that rewards high traffic to their sites. A man running a string of fake news sites from the Los Angeles suburbs told NPR he made between $10,000 and $30,000 a month. A computer science student in
the former Soviet republic of Georgia told the New York Times that creating a new website and filling it with both real stories and fake news that flat- tered Trump was a “gold mine.”13
Technological advances have increased the spread of information and democratized its consumption globally. There are obvious benefits associated with instantaneous access to information. The dissemina- tion of information allows ideas to be shared and for- merly inaccessible regions to be connected. It makes choices available and provides a platform for many points of view.
However, in a largely unregulated medium, sup- ported and driven by advertising, the incentive for good is often outweighed by the incentive to make money, and this has a major impact on how the medium develops over time. Proliferation of fake news is one outcome. While the existence of fake news is not new, the speed at which it travels and the global reach of the technology that can spread it are unprec- edented. Fake news exists in the same context as real news on the internet. The problem seems to be distin- guishing between what is fake and what is real.
Notes 1. Michela Del Vicario, Alessandro Bessi, Fabiana Zollo,
Fabio Petroni, Antonio Scala, Guido Caldarelli, H. Eugene Stanley, and Walter Quattrociocchi, “The Spreading of Misinformation Online,” Proceedings of the National Academy of Sciences of the United States of America 113, no. 3 (January 19, 2016): 534, https:// doi.org/10.1073/pnas.1517441113.
2. Procopius, Secret History, trans. Richard Atwater (New York: Covici Friede; Chicago: P. Covici, 1927; repr. Ann Arbor: University of Michigan Press, 1961), https:// sourcebooks.fordham.edu/basis/procop-anec.asp.
3. “Pietro Aretino,” Wikipedia, last updated August 7, 2017, https://en.wikipedia.org/wiki/Pietro_Aretino.
4. Robert Darnton, “The True History of Fake News,” NYR Daily (blog), New York Review of Books, Febru- ary 13, 2017, http://www.nybooks.com/daily/2017 /02/13/the-true-history-of-fake-news/.
5. Jonathan Swift, “The Art of Political Lying,” Ex- aminer, no. 14 (November 9, 1710), para. 9, repr. in Richard Nordquist, “The Art of Political Lying, by Jonathan Swift,” ThoughtCo., last updated March 20, 2016, https://www.thoughtco.com/art-of-political -lying-by-swift-1690138.
6. Edgar Allan Poe, “The Balloon Hoax,” published 1844, reprinted in PoeStories.com, accessed September 6, 2017, https://poestories.com/read /balloonhoax.
7. Gilbert Arevalo, “The Six Hoaxes of Edgar Al- lan Poe,” HubPages, last updated March 30, 2017, https://hubpages.com/literature/The-Six-Hoaxes -of-Edgar-Allan-Poe.
8. A. Brad Schwartz, “Broadcasting the Barricades,” A. Brad Schwartz website, January 16, 2015, https://
https://doi.org/10.1073/pnas.1517441113
https://doi.org/10.1073/pnas.1517441113
https://sourcebooks.fordham.edu/basis/procop-anec.asp
https://sourcebooks.fordham.edu/basis/procop-anec.asp
https://en.wikipedia.org/wiki/Pietro_Aretino
http://www.nybooks.com/daily/2017/02/13/the-true-history-of-fake-news/
http://www.nybooks.com/daily/2017/02/13/the-true-history-of-fake-news/
https://www.thoughtco.com/art-of-political-lying-by-swift-1690138
https://www.thoughtco.com/art-of-political-lying-by-swift-1690138
https://poestories.com/read/balloonhoax
https://poestories.com/read/balloonhoax
https://hubpages.com/literature/The-Six-Hoaxes-of-Edgar-Allan-Poe
https://hubpages.com/literature/The-Six-Hoaxes-of-Edgar-Allan-Poe
https://abradschwartz.com/2015/01/16/broadcasting-the-barricades/
9
Lib ra
ry Te
ch n
o lo
g y R
e p
o rts
alatech so
u rce.o
rg
N o
v e m
b e r/D
e ce
m b
e r 2
0 1 7
Combating Fake News in the Digital Age Joanna M. Burkhardt
abradschwartz.com/2015/01/16/broadcasting -the-barricades/.
9. “The War of the Worlds (radio drama),” Wikipedia, last updated August 24, 2017, https://en.wikipedia .org/wiki/The_War_of_the_Worlds_(radio_drama).
10. Tim Jones, “Dewey Defeats Truman,” Chicago Tri- bune website, accessed September 6, 2017, www .chicagotribune.com/news/nationworld/politics /chi-chicagodays-deweydefeats-story-story.html.
11. Keith Thomson, “White Supremacist Site Martin- LutherKing.org Marks 12th Anniversary,” The Blog, HuffPost, last updated May 26, 2011, www.huffing tonpost.com/entry/white-supremacist-site-ma_b _809755.html.
12. Matthew A. Baum and David Lazer, “Google and Facebook Aren’t Fighting Fake News with the Right Weapons,” op-ed, Los Angeles Times, May 8, 2017, www.latimes.com/opinion/op-ed/la-oe-baum -lazer-how-to-fight-fake-news-20170508-story.html.
13. Angie Drobnic Holan, “2016 Lie of the Year: Fake News,” PolitiFact, December 13, 2016, www.politi fact.com/truth-o-meter/article/2016/dec/13 /2016-lie-year-fake-news/.
https://abradschwartz.com/2015/01/16/broadcasting-the-barricades/
https://abradschwartz.com/2015/01/16/broadcasting-the-barricades/
https://en.wikipedia.org/wiki/The_War_of_the_Worlds_(radio_drama)
https://en.wikipedia.org/wiki/The_War_of_the_Worlds_(radio_drama)
http://www.chicagotribune.com/news/nationworld/politics/chi-chicagodays-deweydefeats-story-story.html
http://www.chicagotribune.com/news/nationworld/politics/chi-chicagodays-deweydefeats-story-story.html
http://www.chicagotribune.com/news/nationworld/politics/chi-chicagodays-deweydefeats-story-story.html
http://www.huffingtonpost.com/keith-thomson/white-supremacist-site-ma_b_809755.html
http://www.huffingtonpost.com/keith-thomson/white-supremacist-site-ma_b_809755.html
http://www.huffingtonpost.com/keith-thomson/white-supremacist-site-ma_b_809755.html
http://www.latimes.com/opinion/op-ed/la-oe-baum-lazer-how-to-fight-fake-news-20170508-story.html
http://www.latimes.com/opinion/op-ed/la-oe-baum-lazer-how-to-fight-fake-news-20170508-story.html
http://www.politifact.com/truth-o-meter/article/2016/dec/13/2016-lie-year-fake-news/
http://www.politifact.com/truth-o-meter/article/2016/dec/13/2016-lie-year-fake-news/
http://www.politifact.com/truth-o-meter/article/2016/dec/13/2016-lie-year-fake-news/
10
Li b
ra ry
T e ch
n o
lo g
y R
e p
o rt
s al
at ec
h so
u rc
e. o rg
N
o v e m
b e r/
D e ce
m b
e r
2 0 1 7
Combating Fake News in the Digital Age Joanna M. Burkhardt