Social Media Analytics

author: Jure Leskovec, Computer Science Department, Stanford University
published: Sept. 9, 2011,   recorded: August 2011,   views: 51627
Categories

Slides

Related Open Educational Resources

Related content

Report a problem or upload files

If you have found a problem with this lecture or would like to send us extra material, articles, exercises, etc., please use our ticket system to describe your request and upload the data.
Enter your e-mail into the 'Cc' field, and we will keep you updated with your request's status.
Lecture popularity: You need to login to cast your vote.
  Bibliography

 Watch videos:   (click on thumbnail to launch)

Watch Part 1
Part 1 1:28:09
!NOW PLAYING
Watch Part 2
Part 2 1:30:08
!NOW PLAYING

Description

Online social media represent a fundamental shift of how information is being produced, transferred and consumed. The present tutorial investigates techniques for social media modeling, analytics and optimization. First we present methods for collecting large scale social media data and then discuss techniques for coping with and correcting for the effects arising from missing and incomplete data. We proceed by discussing methods for extracting and tracking information as it spreads among the users. Then we examine methods for extracting temporal patterns by which information popularity grows and fades over time. We show how to quantify and maximize the influence of media outlets on the popularity and attention given to particular piece of content, and how to build predictive models of information diffusion and adoption. As the information often spreads through implicit social and information networks we present methods for inferring networks of influence and diffusion. Last, we discuss methods for tracking the flow of sentiment through networks and emergence of polarization.

Visit the tutorial website at http://snap.stanford.edu/proj/socmedia-kdd/.

See Also:

Download slides icon Download slides: single_leskovec_social_01.pdf (8.8┬áMB)


Help icon Streaming Video Help

Link this page

Would you like to put a link to this lecture on your homepage?
Go ahead! Copy the HTML snippet !

Reviews and comments:

Comment1 Renush, November 12, 2018 at 9:37 a.m.:

Windows 10 has continued offering this integration across all your devices in a more consolidated way with the new Settings app. http://windowstuts.net/synchronize-se... In case you want to make sure your settings are turned on, or want to prevent certain settings from syncing, this guide will show you how to access your controls for either option.


Comment2 news today, November 23, 2018 at 5:59 a.m.:

Why can not I watch this video?


Comment3 news today, November 23, 2018 at 6 a.m.:

Why can not I watch this video? https://news-todayonline.com


Comment4 Anna, November 28, 2018 at 7:21 a.m.:

I truly preferred this problem. That is a terrific instance of a greater human person that does https://www.prohomeworkhelp.com/ not need to be over the pinnacle depressing to keep the reader engaged.


Comment5 Antonia Cummins, December 6, 2018 at 8:15 a.m.:

Same here. I had a funny situation where a teen girl was at our family thanksgiving. She asked one of my aunts.. who stared at her like she was insane https://24hwritemyessay.com . She was well into her 60s.. I don't know if the girl did not know about menopause or what, but I gave her what she needed.


Comment6 vedant, January 25, 2019 at 8:13 a.m.:

Start playing this Online game and get different ideas about https://abc2xyz.co/ggggggg some special words. This is a board game and you love it.


Comment7 Lola taylor , January 29, 2019 at 10:39 a.m.:

I had problems with girls in high school , but i started read a lot information about girls, relationship and sex. So if you have problem like i have, my advice read a lot information. My favorite site https://casanovastyle.com/ , they have a lot interesting articles.


Comment8 uamsea9, February 14, 2019 at 10:17 p.m.:

I found post good. http://videolectures.net/


Comment9 b, April 27, 2019 at 2:03 p.m.:

I had problems with girls in high school , but i started read a lot information about girls, relationship and sex. So if you have problem like i have, my advice read a lot information. My favorite site https://ovo0.com/fire-emblem-awakenin... , they have a lot interesting articles.


Comment10 helenmclean, May 14, 2019 at 2:17 p.m.:

I get Montgomery's card and really finger it, for the sensation the card radiates to the stack of my fingers. Pleasant, huh?" Price's tone proposes heat <a href="https://www.celler.ca/collections/cable-management/products/202539-202539-cablekeeper-tie-cableclip-orange-grey">Tie Cableclip Orange</a> understands I'm desirous.


Comment11 seo37, August 10, 2019 at 8:58 a.m.:

Anda bingung mencari Tempat Produksi Pusat Souvenir Payung Surabaya Murah? Kami adalah solusi dari semua masalah anda. Sekarang anda tidak perlu bingung untuk mencari souvenir pernikahan, souvenir ulang tahun anak, souvenir acara keluarga dan souvenir-souvenir lainnya. Mulai dari mug, jam dinding, gantungan kunci, bolpoin, tas spunbond, topi, payung dan lain-lain semua tersedia disini
https://syaifulanam77.eklablog.com/


Comment12 Lucy, August 29, 2019 at 12:18 p.m.:

Wendys restaurant is the one of the biggest and large chain fast food centres in US. They are famous because Wendys provide delicious food and good services. As they are conducting a customer feedback survey https://www.wendyswantstoknows.com/ to know their customer opinion about their food, If you interested participate and win free food coupons.


Comment13 Lucy, August 29, 2019 at 12:21 p.m.:

Wendys restaurant is the one of the biggest and large chain fast food centres in US. They are famous because Wendys provide delicious food and good services. As they are conducting a customer feedback survey https://www.wendyswantstoknows.com/ to know their customer opinion and If you interested participate and win free food coupons.


Comment14 Ghost doctor, September 11, 2019 at 3:04 p.m.:

This is definitely a great information. Thanks for sharing.

Write your own review or comment:

make sure you have javascript enabled or clear this field: