Algorithmic Detection of Fake News
Data Skeptic17 Aug 2018

Algorithmic Detection of Fake News

The scale and frequency with which information can be distributed on social media makes the problem of fake news a rapidly metastasizing issue. To do any content filtering or labeling demands an algorithmic solution.

In today's episode, Kyle interviews Kai Shu and Mike Tamir about their independent work exploring the use of machine learning to detect fake news.

Kai Shu and his co-authors published Fake News Detection on Social Media: A Data Mining Perspective, a research paper which both surveys the existing literature and organizes the structure of the problem in a robust way.

Mike Tamir led the development of fakerfact.org, a website and Chrome/Firefox plugin which leverages machine learning to try and predict the category of a previously unseen web page, with categories like opinion, wiki, and fake news.

Denne episoden er hentet fra en åpen RSS-feed og er ikke publisert av Podme. Den kan derfor inneholde annonser.

Episoder(601)

Practicing and Communicating Data Science with Jeff Stanton

Practicing and Communicating Data Science with Jeff Stanton

Jeff Stanton joins me in this episode to discuss his book An Introduction to Data Science, and some of the unique challenges and issues faced by someone doing applied data science. A challenge to any ...

24 Okt 201436min

[MINI] The T-Test

[MINI] The T-Test

The t-test is this week's mini-episode topic. The t-test is a statistical testing procedure used to determine if the mean of two datasets differs by a statistically significant amount. We discuss how ...

17 Okt 201417min

Data Myths with Karl Mamer

Data Myths with Karl Mamer

This week I'm joined by Karl Mamer to discuss the data behind three well known urban legends. Did a large blackout in New York and surrounding areas result in a baby boom nine months later? Do sublimi...

10 Okt 201448min

Contest Announcement

Contest Announcement

The Data Skeptic Podcast is launching a contest- not one of chance, but one of skill. Listeners are encouraged to put their data science skills to good use, or if all else fails, guess! The contest w...

8 Okt 201412min

[MINI] Selection Bias

[MINI] Selection Bias

A discussion about conducting US presidential election polls helps frame a converation about selection bias.

3 Okt 201414min

[MINI] Confidence Intervals

[MINI] Confidence Intervals

Commute times and BBQ invites help frame a discussion about the statistical concept of confidence intervals.

26 Sep 201411min

[MINI] Value of Information

[MINI] Value of Information

A discussion about getting ready in the morning, negotiating a used car purchase, and selecting the best AirBnB place to stay at help frame a conversation about the decision theoretic principal known ...

19 Sep 201414min

Game Science Dice with Louis Zocchi

Game Science Dice with Louis Zocchi

In this bonus episode, guest Louis Zocchi discusses his background in the gaming industry, specifically, how he became a manufacturer of dice designed to produce statistically uniform outcomes.  Duri...

17 Sep 201447min

Populært innen Vitenskap

fastlegen
tingenes-tilstand
jss
forskningno
rss-zahid-ali-hjelper-deg
rekommandert
rss-paradigmepodden
sinnsyn
liberal-halvtime
vett-og-vitenskap-med-gaute-einevoll
rss-overskuddsliv
kvinnehelsepodden
nordnorsk-historie
tidlose-historier
villmarksliv
grunnstoffene
rss-inn-til-kjernen-med-sunniva-rose
nevropodden
noen-har-snakket-sammen
fjellsportpodden