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Topicality and Impact
in Social Media
Diverse Messages, Focused
Messengers
By: Catherine Booth
Background
O “We have a limited understanding of the
factors that make people influential and
certain topics popular in Social Media.”
(Weng, 2015)
O Hash tags on Twitter have become one of
the most well known ways to tie together
whatever word/phrase/brand.etc you
choose on Social Media.
Background
O By simply putting the hash tag (#) symbol,
you have created a world where everyone
who uses the same hash tag as you can
go explore one another's tweets, knowing
and seeing that your hash tag ideas were
the same.
O Some choose to randomly put together
fifteen words that are of no importance
into a hash tag? Why
Background
O Others choose to use the hash tag for a
specific reason such as branding and
creating a place for everyone interested in
the brand to explore by using that hash
tag
O Is there a reason for every hash tag, or
only some?
Concept 1 (Social Media)
O Social Media has gone from something
that barely existed, let alone was anything
people spent their time on for fun, to
something that has completely enveloped
constant time and attention from billions of
people.
O Getting on phones and computers almost
by habit just to get on Social Media for the
heck of it has taken over.
Concept 1 (Social Media)
O Hash tag popularity has been examined
from various perspectives, including their
innate attractiveness, user behavior, and
the role of influential along with their
adoption patterns.
O The social network topology is
determined by how people are connected.
Concept 1 (Social Media)
O Each individual is represented as a node
and each following relationship is an edge
linking a pair of users.
O Hash tags spread among people through
these social connections and can be
mapped into a semantic space, in which
each node is a tag and similar ones are
coupled forming clusters.
Concept 1 (Social Media)
O Sites have been created to match you
with your own common interests and just
for a second, you become a picture others
can choose to interact with.
Concept 2 (Hash Tag)
O In 2014, the destructive effect of the
#NekNominate challenge of social media
platforms like Facebook and Twitter
caused a sensation.
O The game involved filming someone
finishing a whole bottle of hard liquor in
one sitting, and sharing it on social media
with the hash tag #NekNominate, and it
challenged others to do the same
Concept 2 (Hash tag)
O It soon became outlandishly popular and
reached millions.
O Lindeque responded to the challenge by
filming the event and posting the video
clip on the social media platform YouTube.
Concept 2 (Hash Tag)
O After the placement of the video and
through the creation of the hash tag
#ChangeOneThing on Twitter, the number
of Lindeque’s followers on the Twitter
platform not only increased dramatically,
but an initially destructive challenge was
imbued with new content through the use
of the hash tag #ChangeOneThing.
Concept 2 (Hash Tag)
O The important contribution of the hash tag
as indicated is facilitated through the
function of labeling a specific theme and
aligning it with other posts seeking parallel
voices
O That is how it all started.
Concept 2 (Hash tag)
O By simply putting a hash tag in front of an
important message, it became a way to
connect with other posts seeking the
same message, and it has been that way
ever since and will be for years to come
Concept 3 (Twitter hash tag
popularity)
O “Because of Twitter’s popularity and the
viral nature of information dissemination
on Twitter, Predicting which Twitter topics
will become popular in the future becomes
a task of considerable economic
importance.”(Ma, Sun, and Cong, 2013)
Concept 3 (Twitter hash tag
popularity)
O Many Twitter topics are annotated by hash
tags.
O Twitter is a popular micro blogging service
that allows users to post short messages
called “tweets.”
Concept 3 (Twitter hash tag
popularity)
O Twitter also provides social networking
features that allow users to follow other
users, to re-tweet (or report) their received
tweets, and to reply to user’s tweets.
O Hash tags are widely used in Twitter to
define shared context for specific events,
topics, or memes.
Concept 3 (Twitter hash tag
popularity)
O Newly created hash tags are frequently
used to annotate emerging topics or
events.
O The popularity of a hash tag is defined as
the number of users who post at least one
tweet containing the hash tag within the
given time period.
Concept 3 (Twitter hash tag
popularity)
O Twitter is now one of the most popular
platforms for discussing current events
from web users.
O After visiting the Nodexl Graph Gallery, I
wanted to experiment what happened if I
typed in a hash tag that was actually for a
certain reason.
Concept 3 (Twitter hash tag
popularity)
O I used #milk4kids to do the research.
O I wanted to use this hash tag, as it is
something we have focused a lot of attention
on in class.
O Perfect example to use because their
campaign is so successful, and the way they
went about spreading awareness for the
campaign worked nicely.
Concept 3 (Twitter hash tag
popularity)
O The hash tag itself reached so many on
Twitter that the campaign raised almost
2,000 dollars in one day at a grocery
store.
O Like all brands, the best way to gain
awareness and interest for it is Social
Media.
Concept 3 (Twitter hash tag
popularity)
O By looking at their Twitter page, I can see
all of the awareness it gained and how
successful it was.
O Kiss FM radio used their Twitter page to
tweet “Stop by Bakers grocery in #Omaha
tomorrow to help raise milk for
#milk4kids,” and then used the hash tag.
Concept 3 (Twitter hash tag
popularity)
O By tweeting something as simple as that,
the radio station is spreading awareness
of the event to their 1,500 followers.
Wrap-up
O “The purpose of the hash tag was incented as
a label for groups and topics in IRC chat.”
(Mitchell)
O By adding the # sign before a string of text,
users made that string east to find in a search.
O But the hash tag went mainstream thanks to
Twitter.
Wrap-up
O Twitter had realized what an ingenious
trick its users ad invented, so it began to
turn hash tags into links.
When a Twitter user clicks on a hash tag,
it goes to the stream of tweets containing
the hash tag
O Hash tags that became popular quickly
would shoot to the top.
What do you all think?
O 1. Do general subjects on Twitter tend to
be more popular than specific ones?
O 2. Do general Twitter hash tags such as
#lol tent to be more or less popular than
novel ones such as #instantlyinlove?
References
O REFERENCES:
O
O Concept 1:
O Weng, Lilian. "Topicality and Impact in Social Media: Diverse Messages, Focused
Messengers." EBSCOHost. Filippo Menczer, 2015 Feb. 1. Web.
O
O Concept 2:
O Van Den Berg, Jan A. "The Story of the Hash tag (#): A Practical Theological Tracing of the
Hash tag (#) Symbol on Twitter." EBSCOHost. N.p., 2014 Jan. 1. Web.
O
O Concept 3:
O Ma, Zongyang. "On Predicting the Popularity of Newly Emerging Hash tags on Twitter."
EBSCOHost. Aixin Sun, 2013 July 1. Web.
O
O Mitchell, John. "What Is the Point of :#Hashtags?" Readwrite. N.p., 17 May 2012. Web. 14
Apr. 2015.
O
O NodeXL Graph Gallery for #milk4kids:
O http://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=40475

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Slides for ssm presentation cat booth

  • 1. Topicality and Impact in Social Media Diverse Messages, Focused Messengers By: Catherine Booth
  • 2. Background O “We have a limited understanding of the factors that make people influential and certain topics popular in Social Media.” (Weng, 2015) O Hash tags on Twitter have become one of the most well known ways to tie together whatever word/phrase/brand.etc you choose on Social Media.
  • 3. Background O By simply putting the hash tag (#) symbol, you have created a world where everyone who uses the same hash tag as you can go explore one another's tweets, knowing and seeing that your hash tag ideas were the same. O Some choose to randomly put together fifteen words that are of no importance into a hash tag? Why
  • 4. Background O Others choose to use the hash tag for a specific reason such as branding and creating a place for everyone interested in the brand to explore by using that hash tag O Is there a reason for every hash tag, or only some?
  • 5. Concept 1 (Social Media) O Social Media has gone from something that barely existed, let alone was anything people spent their time on for fun, to something that has completely enveloped constant time and attention from billions of people. O Getting on phones and computers almost by habit just to get on Social Media for the heck of it has taken over.
  • 6. Concept 1 (Social Media) O Hash tag popularity has been examined from various perspectives, including their innate attractiveness, user behavior, and the role of influential along with their adoption patterns. O The social network topology is determined by how people are connected.
  • 7. Concept 1 (Social Media) O Each individual is represented as a node and each following relationship is an edge linking a pair of users. O Hash tags spread among people through these social connections and can be mapped into a semantic space, in which each node is a tag and similar ones are coupled forming clusters.
  • 8. Concept 1 (Social Media) O Sites have been created to match you with your own common interests and just for a second, you become a picture others can choose to interact with.
  • 9. Concept 2 (Hash Tag) O In 2014, the destructive effect of the #NekNominate challenge of social media platforms like Facebook and Twitter caused a sensation. O The game involved filming someone finishing a whole bottle of hard liquor in one sitting, and sharing it on social media with the hash tag #NekNominate, and it challenged others to do the same
  • 10. Concept 2 (Hash tag) O It soon became outlandishly popular and reached millions. O Lindeque responded to the challenge by filming the event and posting the video clip on the social media platform YouTube.
  • 11. Concept 2 (Hash Tag) O After the placement of the video and through the creation of the hash tag #ChangeOneThing on Twitter, the number of Lindeque’s followers on the Twitter platform not only increased dramatically, but an initially destructive challenge was imbued with new content through the use of the hash tag #ChangeOneThing.
  • 12. Concept 2 (Hash Tag) O The important contribution of the hash tag as indicated is facilitated through the function of labeling a specific theme and aligning it with other posts seeking parallel voices O That is how it all started.
  • 13. Concept 2 (Hash tag) O By simply putting a hash tag in front of an important message, it became a way to connect with other posts seeking the same message, and it has been that way ever since and will be for years to come
  • 14. Concept 3 (Twitter hash tag popularity) O “Because of Twitter’s popularity and the viral nature of information dissemination on Twitter, Predicting which Twitter topics will become popular in the future becomes a task of considerable economic importance.”(Ma, Sun, and Cong, 2013)
  • 15. Concept 3 (Twitter hash tag popularity) O Many Twitter topics are annotated by hash tags. O Twitter is a popular micro blogging service that allows users to post short messages called “tweets.”
  • 16. Concept 3 (Twitter hash tag popularity) O Twitter also provides social networking features that allow users to follow other users, to re-tweet (or report) their received tweets, and to reply to user’s tweets. O Hash tags are widely used in Twitter to define shared context for specific events, topics, or memes.
  • 17. Concept 3 (Twitter hash tag popularity) O Newly created hash tags are frequently used to annotate emerging topics or events. O The popularity of a hash tag is defined as the number of users who post at least one tweet containing the hash tag within the given time period.
  • 18. Concept 3 (Twitter hash tag popularity) O Twitter is now one of the most popular platforms for discussing current events from web users. O After visiting the Nodexl Graph Gallery, I wanted to experiment what happened if I typed in a hash tag that was actually for a certain reason.
  • 19. Concept 3 (Twitter hash tag popularity) O I used #milk4kids to do the research. O I wanted to use this hash tag, as it is something we have focused a lot of attention on in class. O Perfect example to use because their campaign is so successful, and the way they went about spreading awareness for the campaign worked nicely.
  • 20. Concept 3 (Twitter hash tag popularity) O The hash tag itself reached so many on Twitter that the campaign raised almost 2,000 dollars in one day at a grocery store. O Like all brands, the best way to gain awareness and interest for it is Social Media.
  • 21. Concept 3 (Twitter hash tag popularity) O By looking at their Twitter page, I can see all of the awareness it gained and how successful it was. O Kiss FM radio used their Twitter page to tweet “Stop by Bakers grocery in #Omaha tomorrow to help raise milk for #milk4kids,” and then used the hash tag.
  • 22.
  • 23. Concept 3 (Twitter hash tag popularity) O By tweeting something as simple as that, the radio station is spreading awareness of the event to their 1,500 followers.
  • 24. Wrap-up O “The purpose of the hash tag was incented as a label for groups and topics in IRC chat.” (Mitchell) O By adding the # sign before a string of text, users made that string east to find in a search. O But the hash tag went mainstream thanks to Twitter.
  • 25. Wrap-up O Twitter had realized what an ingenious trick its users ad invented, so it began to turn hash tags into links. When a Twitter user clicks on a hash tag, it goes to the stream of tweets containing the hash tag O Hash tags that became popular quickly would shoot to the top.
  • 26. What do you all think? O 1. Do general subjects on Twitter tend to be more popular than specific ones? O 2. Do general Twitter hash tags such as #lol tent to be more or less popular than novel ones such as #instantlyinlove?
  • 27. References O REFERENCES: O O Concept 1: O Weng, Lilian. "Topicality and Impact in Social Media: Diverse Messages, Focused Messengers." EBSCOHost. Filippo Menczer, 2015 Feb. 1. Web. O O Concept 2: O Van Den Berg, Jan A. "The Story of the Hash tag (#): A Practical Theological Tracing of the Hash tag (#) Symbol on Twitter." EBSCOHost. N.p., 2014 Jan. 1. Web. O O Concept 3: O Ma, Zongyang. "On Predicting the Popularity of Newly Emerging Hash tags on Twitter." EBSCOHost. Aixin Sun, 2013 July 1. Web. O O Mitchell, John. "What Is the Point of :#Hashtags?" Readwrite. N.p., 17 May 2012. Web. 14 Apr. 2015. O O NodeXL Graph Gallery for #milk4kids: O http://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=40475