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WEBOMETRICS
INSTITUTE
Online Social Networks, Communication, and
Trust: Looking for ‘smartness’ of Smartizens
Prof. Han Woo Park
http://www.hanpark.net
•An int’l conference on Digital Culture hosted by NIA (National
Informatization Agency) of South Korea, 8 Nov 2010
•Theme: Smartizens - The Future of Smart Citizen in Smart Soci
ety
Smartizens: Smart mobs
 They [smart mobs] enable people to act to
together in new ways and in situations where
collective action was not possible before
(Rheigngold, 2003, p. xviii)
 스마트몹은 라인골드의 2003년 저서 Smart Mobs:
The Next Social Revolution에서 나온 신조어로서, 인
터넷 및 모바일 매체를 비롯한 최근 디지털 기술의 공
통점은 “여러 이슈와 상황에 대해서 사람들이 과거에
는 가능하지 않았던 새로운 방식으로 함께 행동하도
록 촉진한다”(xviii)는 점을 강조하는 개념임
Smartizens are not always ‘smart’!
 As indicated they name, smart mobs are not
always beneficial. Lynch mobs and mobocracies
continues to engender atrocities. (Rheigngold,
2003, p. xviii)
 스마트몹은 사회에
이로운 형태와 내용으로
항상 존재하는 것이 아니라
디지털 매체의 활용 방식에
따라 여러 역작용을
낳을 수 있음
- 멘탈 인프라(Mental Infra)
- 정보문화윤리교육
Collective action on Cyworld Minihompy
 Cyworld Minihompy: Launched in 2001, Cyworld
remains the most popular service in Korea in spite of
a recent decrease in usage
 Korea’s Cyworld was arguably the world’s first
general purpose mass social networking site
 This study analyses user-generated comments poste
d to Korean politicians on SNS Cyworld
 Sentiment analysis of textual comments
 Target link analysis of URLs contained in the comme
nts
Sample
 130 Korean National Assembly Members’ Cyworld M
inihompies.
 The data were collected April 2008 – June 2009
 153,602 comments were collected
 1,276 comments contained links
①
②
③
The status of minihompy
①How active ②How famous ③How friendly
Gender
Name
Minihompy
Visitor count
xxx
사진
xxx
xxx
Minihompy
Logged in
User
xxx
사진
xxx
IP address
Cyworld-IP screen capture
Minihompy
사진
xxx
xxx
xxx
xxx
xxx
Cyworld-IP screen capture
Minihompy
사진
사진
xxx
xxx
xxx
xxx
Sentiment of Korean smartiznes on Cyworld
n = 650n = 756
female users posted relatively high levels of positive comments (75.5%
) than male users (67.3%), while male users made more negative com
ments (32.7%) than female users (24.5%).
To identify the relationship among gender,
comment type, and user activity, posters were
divided into four groups:
females contributing positive comments (FP),
males contributing positive comments (MP),
females contributing negative comments (FN), and
males contributing negative comments (MN).
The FP group was the most active group, the FN
group’s activity was similar to that of male groups,
and the MP group was more active than the MN
group.
Where do Korean smartizens want take us?-Korea
Category Domain Comments linking to Domain %
Petition agora.media.daum.net 325 17.6
News news.naver.com 150 8.1
SNS cyworld.com 139 7.5
Forum cafe.naver.com 106 5.7
Blog blog.naver.com 72 3.9
Blog blog.daum.net 69 3.7
Blog rokp.tistory.com 61 3.3
NGO bss.or.kr 56 3
Forum cafe.daum.net 51 2.8
Government socialenterprise.go.kr 49 2.7
Total 1078 58.3
Based on 1,078 (58.3%) of 1,849 links to Korean services
Category Domain IP Country Comments linking to Domain %
Video-sharing youtube.com United States 15 21.1
Video-sharing video.google.com United States 12 16.9
Government ams.usda.gov United States 5 7
Social welfare thesixsystem.net United States 5 7
News reuters.com United States 5 7
Homepage jameswon.award
space.us
Germany 3 4.2
Advertising danawa.tk Netherlands 2 2.8
News news.bbc.co.uk United Kingdom 2 2.8
News ireport.com United States 1 1.4
News iht.com United States 1 1.4
Total 51 71.8
Based on 51 (71.8%) of 71 links to overseas services
Where do Korean smartizens want take us?-Oversea
Strict Regulation and Cyber-Exile
 “Prohibition of Unlawful Distribution or Display of
Documents and Pictures”
 Article 93 of the Public Official Election Act
 No one may distribute or display any materials
containing endorsement of or opposition to a
candidate/party in 6 months prior to the
election
 The NEC applies this to blog posts, viewer
comments at news sites and tweets among
others.
 Internet real-name system
What makes Korean smartizens hyperlink to?
Category Information
provision
Network
building
Identity/image
building
Audience
sharing
Message
amplification
Spam
Opposition
Female
1 20 0 0 11 9
Opposition
Male
3 4 1 1 13 8
Opposition
Unknown
0 11 1 0 14 2
Ruling
Female
1 6 0 0 29 3
Ruling
Male
1 5 0 0 23 7
Ruling
Unknown
0 12 0 1 16 3
Total 6 58 2 2 106 32
% 3% 28% 1% 1% 51% 16%
Table 6: Comments categorized by link type from the six groups of gender and political affiliation
Based on 206 comments agreed on by both coders from the initial set of 300
Sentiment of Korean smartizens to link
candlelight protest
suicide of
ex-
president
Roh
Findings & Discussion
 Males are marginally more likely to comment on Cyw
orld Minihompies using links than females
 Minihompies managed by ruling politicians were foun
d to be of greater prominence than those of the oppo
sition parties
 Message Amplification and Network Building were fo
und to be the dominant purpose for submitting links
within user-generated comments.
Unpredicted Twitter growth in Korea
 Korea is also known as the Tomb of global IT
services (Naver > Google, HWP > MS Word, Nate >
global IMs)
 As of April 2010, Twitter is one of the most popular
micro-blogging SNS services in Korea. Twitter has
about 2.1 million unique visitors, and Twitter pages
are viewed about 49.5 million times per day
(National Informatization Agency, 2010, p. 235).
Cyworld VS Me2Day VS Twitter
Twitter.com VS Twtkr.com
 Twtkr is a 3rd party service using Twitter API
 Twtkr.com is customized for sending and retrieving
Korean twitter messages, and Tweets containing
more than the standard 140 character limit are
possible
 Korean twitter messages are not well indexed in
Twitter.com and Twtkr.com provides a search option
for Korean Tweets
Twtkr.com VS Twitter.com interface
Original Twitter Interface
x
x
x
Sejong City Project
 The Sejong City project refers to relocating two-third of
administration departments, including the prime minister
and other ministers, to a town in Chungnam province. T
he town was named after the Great King Sejong in the C
hosun Dynasty: a Korean sovereign state that last
ed approximately five centuries
 Current President Lee MB is trying to change the existing
plan structured around relocating several government
offices to the city (drafted by ex-Presient Roh MH)
 Proponent of original plan: Necessary for regional
development
 Opponent: Partitioning of the capital would weaken
Seoul’s competitiveness
Impact of Smart phone on Twitter style
 Twitter users are more likely to send socio-emotional
content related to self-presence rather than social
information sharing (Naaman, Boase & Lai, 2010)
 We examined whether the messages sent from mobi
le devices tended to be shorter in terms of the leng
th and more interactive (the use of hashtag, mention,
reply, retweet)
 Qualitatively, we investigated if the messages sent fr
om mobile devices were self-focused, less syntactic
ally complex, playful, and contained more ph
atic communication.
Communication style related to Sejong city project
Device Tweets Retweets Reply Mention Hashtag Link Length
Mobile 274
158
(57.66%)
26
(9.49%)
19
(6.93%)
8
(2.92%)
85
(31.02%)
102
Mobile
& Web
128
46
(35.94%)
19
(14.84%)
3
(2.34%)
3
(2.34%)
36
(28.13%)
101
Web 868
208
(23.96%)
61
(7.03%)
23
(2.65%)
48
(5.53%)
457
(52.65%)
92
TwitKr 691
413
(59.77%)
41
(5.93%)
55
(7.96%)
27
(3.91%)
213
(30.82%)
122
Not
available
176
84
(47.72%)
17
(9.66%)
8
(4.55%)
31
(17.61%)
62
(35.23%)
107
Total 2137
909
(42.54%)
164
(7.67%)
108
(5.05%)
117
(5.47%)
853
(39.92%)
Average
104.8
Impact of Smart phone on Twitter style
 Our results show that 72.95% (1,559) of the 2,137
tweets were posted from the web (i.e., Twitter
website: 868 tweets, Twtkr: 691 tweets)
 Other postings were from mobile devices, users of w
hich tended to send replies (26 tweets, 9.49%)
 This might imply that interactive communications
happened more frequently when using mobile device
s
 Regarding the length of a tweet, we did not find signi
ficant differences between devices
Source Tweet
twtkr 926 Web
파랑새 150 Mobile
web 137 Web
twitaddons 77 Web
TwitBird 37 Mobile
Twitter for iPhone 28 Mobile
twtbiz 3 Web
foursquare 3 Mobile
mobile web 3 Mobile
코리안트위터스 1 Web
Twilk.com 1 Web
Devi
ce
Tweets Retwe
ets
Reply Menti
on
Mobile 221
(16%)
10
(16%)
162
(18%)
19
(10%)
Web 1145
(84%)
52
(84%)
736
(82%)
162
(90%)
SUM 1366 62 898 181
Device %
Mobile 16.17%
Web 83.82%
Devi
ce
Tweets Retwe
ets
Reply Menti
on
Mobile 221
(100%)
10
(4.52%)
162
(73.30%)
19
(8.60%)
Web 1145
(100%)
52
(4.54%)
736
(64.28%)
162
(14.15%)
Ministry for Food, Agriculture, Forestry
& Fisheries of Korea 농림수산식품부
What does ‘SMART’ stand for?
 Small
 Mobile
 And
 Retweet/Reply
 Timely
The Short Lifespan of
a Tweet:
Retweets Only
Happen Within the
First Hour
Does Smart Networking promote Citizenship?
 Free, easy online networking via social media
allows smartizens to become democratic?
 Allows the creation of Habermas’s free discussion
Public Sphere?
 Sunstein’s Republic.com 2.0 argues (from a
U.S. perspective) Cyber-balkanization
 the Internet supports diversity, but
 individuals choose to cocoon themselves in areas
of agreement,
 the net result is protection from exposure from
differing opinions =
 the death of democracy
Five Politicians’ Following-Based Ego Networks
Size
of no
de
Color o
f node
Number of followers
1.5 Yellow 0 to 10,000
3.0 Purple 10,001 to 100,000
3.5 Pink 100,001 to 1,000,000
4.0 Blue More than 1,000,000
Diagram 1. Five Politicians’ Following-Based Ego
Networks
The size and color of each node corresponds to the
number of followers as follows:
GG Kang HR Won
KW Na DY Chung HC Noh
한나라당 진보신당 민주노동당 민주당
Five Politicians’ Follower-Based Ego Networks
Size of
node
Color of
node
Number of
followers
1.5 Yellow 0 to 10,000
3.0 Purple 10,001 to 100,000
3.5 Pink 100,001 to 1,000,00
0
4.0 Blue More than 1,000,00
0
Diagram 2. Five Politicians’ Follower-
Based Ego Networks
The size and color of each node
corresponds to the number of followers
as follows:
GG Kang
KW Na
HR Won
DY Chung HC Noh
한나라당 진보신당 민주노동당 민주당
Overlaps in terms of Twitter Followers
HR Won
GG Kang
DY Chung
HC Noh
KW Na
한나라당 (GNP)
진보신당 (PNP)
민주노동당 (MDP)
민주당 (MP)
HR Won
GG Kang
DY Chung
HC Noh
KW Na
Overlaps in terms of Twitter Followings
한나라당
진보신당
민주노동당
민주당
Appendix: Twitter VS Me2Day
- Twitter: Launched in March 2006, a global service
but very popular among Koreans
- Me2Day: Launched in February 2007, strongly
promoted by the most popular Korean portal site
Naver
Twitter vs Me2day
Twitter vs Me2day
ㅁ: Twitter - RT, Reply, Me2day – MeToo, Reply, Replay & Post ㅁ : Link
Twitter vs Me2day
출처: 박정남(2010), START 트위터와 미투데이
Service Twitter Me2day
Mood Mature, sincere, multifarious Free, Fun, Young, Bright
Major User Group mid 20s ~ 40s (more male) 10s ~ 30s (more female)
Publishing Style Talk > Soliloquize Soliloquize > Talk
Communication
Style
RT(ReTweet),
Replay(=Mention)
Metoo, Reply,
Reply&Post
Advantage
A plentiful content of the
global services,
Numerous Applications,
Mature Cultures
Korean Service,
Connected to NAVER,
Free connected with
Domestic mobile phone,
High quality of service
Networking method Follow Follow us + Subscribe
Acknowledgement
Research for this paper has been supported by the
World Class University (WCU) program through the
National Research Foundation of Korea, which is
funded by the Ministry of Education, Science and
Technology (No. 515-82-06574).
Based on ongoing research projects conducted with
my colleagues and students at YeungNam University

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Trust, online social_networks,_communication_nia_conference_(27_oct2010)final

  • 1. WEBOMETRICS INSTITUTE Online Social Networks, Communication, and Trust: Looking for ‘smartness’ of Smartizens Prof. Han Woo Park http://www.hanpark.net •An int’l conference on Digital Culture hosted by NIA (National Informatization Agency) of South Korea, 8 Nov 2010 •Theme: Smartizens - The Future of Smart Citizen in Smart Soci ety
  • 2. Smartizens: Smart mobs  They [smart mobs] enable people to act to together in new ways and in situations where collective action was not possible before (Rheigngold, 2003, p. xviii)  스마트몹은 라인골드의 2003년 저서 Smart Mobs: The Next Social Revolution에서 나온 신조어로서, 인 터넷 및 모바일 매체를 비롯한 최근 디지털 기술의 공 통점은 “여러 이슈와 상황에 대해서 사람들이 과거에 는 가능하지 않았던 새로운 방식으로 함께 행동하도 록 촉진한다”(xviii)는 점을 강조하는 개념임
  • 3. Smartizens are not always ‘smart’!  As indicated they name, smart mobs are not always beneficial. Lynch mobs and mobocracies continues to engender atrocities. (Rheigngold, 2003, p. xviii)  스마트몹은 사회에 이로운 형태와 내용으로 항상 존재하는 것이 아니라 디지털 매체의 활용 방식에 따라 여러 역작용을 낳을 수 있음 - 멘탈 인프라(Mental Infra) - 정보문화윤리교육
  • 4. Collective action on Cyworld Minihompy  Cyworld Minihompy: Launched in 2001, Cyworld remains the most popular service in Korea in spite of a recent decrease in usage  Korea’s Cyworld was arguably the world’s first general purpose mass social networking site  This study analyses user-generated comments poste d to Korean politicians on SNS Cyworld  Sentiment analysis of textual comments  Target link analysis of URLs contained in the comme nts
  • 5. Sample  130 Korean National Assembly Members’ Cyworld M inihompies.  The data were collected April 2008 – June 2009  153,602 comments were collected  1,276 comments contained links
  • 6. ① ② ③ The status of minihompy ①How active ②How famous ③How friendly Gender Name Minihompy Visitor count xxx 사진 xxx xxx
  • 8. IP address Cyworld-IP screen capture Minihompy 사진 xxx xxx xxx xxx xxx
  • 10. Sentiment of Korean smartiznes on Cyworld n = 650n = 756 female users posted relatively high levels of positive comments (75.5% ) than male users (67.3%), while male users made more negative com ments (32.7%) than female users (24.5%).
  • 11. To identify the relationship among gender, comment type, and user activity, posters were divided into four groups: females contributing positive comments (FP), males contributing positive comments (MP), females contributing negative comments (FN), and males contributing negative comments (MN). The FP group was the most active group, the FN group’s activity was similar to that of male groups, and the MP group was more active than the MN group.
  • 12. Where do Korean smartizens want take us?-Korea Category Domain Comments linking to Domain % Petition agora.media.daum.net 325 17.6 News news.naver.com 150 8.1 SNS cyworld.com 139 7.5 Forum cafe.naver.com 106 5.7 Blog blog.naver.com 72 3.9 Blog blog.daum.net 69 3.7 Blog rokp.tistory.com 61 3.3 NGO bss.or.kr 56 3 Forum cafe.daum.net 51 2.8 Government socialenterprise.go.kr 49 2.7 Total 1078 58.3 Based on 1,078 (58.3%) of 1,849 links to Korean services
  • 13. Category Domain IP Country Comments linking to Domain % Video-sharing youtube.com United States 15 21.1 Video-sharing video.google.com United States 12 16.9 Government ams.usda.gov United States 5 7 Social welfare thesixsystem.net United States 5 7 News reuters.com United States 5 7 Homepage jameswon.award space.us Germany 3 4.2 Advertising danawa.tk Netherlands 2 2.8 News news.bbc.co.uk United Kingdom 2 2.8 News ireport.com United States 1 1.4 News iht.com United States 1 1.4 Total 51 71.8 Based on 51 (71.8%) of 71 links to overseas services Where do Korean smartizens want take us?-Oversea
  • 14. Strict Regulation and Cyber-Exile  “Prohibition of Unlawful Distribution or Display of Documents and Pictures”  Article 93 of the Public Official Election Act  No one may distribute or display any materials containing endorsement of or opposition to a candidate/party in 6 months prior to the election  The NEC applies this to blog posts, viewer comments at news sites and tweets among others.  Internet real-name system
  • 15. What makes Korean smartizens hyperlink to? Category Information provision Network building Identity/image building Audience sharing Message amplification Spam Opposition Female 1 20 0 0 11 9 Opposition Male 3 4 1 1 13 8 Opposition Unknown 0 11 1 0 14 2 Ruling Female 1 6 0 0 29 3 Ruling Male 1 5 0 0 23 7 Ruling Unknown 0 12 0 1 16 3 Total 6 58 2 2 106 32 % 3% 28% 1% 1% 51% 16% Table 6: Comments categorized by link type from the six groups of gender and political affiliation Based on 206 comments agreed on by both coders from the initial set of 300
  • 16. Sentiment of Korean smartizens to link candlelight protest suicide of ex- president Roh
  • 17. Findings & Discussion  Males are marginally more likely to comment on Cyw orld Minihompies using links than females  Minihompies managed by ruling politicians were foun d to be of greater prominence than those of the oppo sition parties  Message Amplification and Network Building were fo und to be the dominant purpose for submitting links within user-generated comments.
  • 18. Unpredicted Twitter growth in Korea  Korea is also known as the Tomb of global IT services (Naver > Google, HWP > MS Word, Nate > global IMs)  As of April 2010, Twitter is one of the most popular micro-blogging SNS services in Korea. Twitter has about 2.1 million unique visitors, and Twitter pages are viewed about 49.5 million times per day (National Informatization Agency, 2010, p. 235).
  • 19. Cyworld VS Me2Day VS Twitter
  • 20. Twitter.com VS Twtkr.com  Twtkr is a 3rd party service using Twitter API  Twtkr.com is customized for sending and retrieving Korean twitter messages, and Tweets containing more than the standard 140 character limit are possible  Korean twitter messages are not well indexed in Twitter.com and Twtkr.com provides a search option for Korean Tweets
  • 21. Twtkr.com VS Twitter.com interface Original Twitter Interface x x x
  • 22. Sejong City Project  The Sejong City project refers to relocating two-third of administration departments, including the prime minister and other ministers, to a town in Chungnam province. T he town was named after the Great King Sejong in the C hosun Dynasty: a Korean sovereign state that last ed approximately five centuries  Current President Lee MB is trying to change the existing plan structured around relocating several government offices to the city (drafted by ex-Presient Roh MH)  Proponent of original plan: Necessary for regional development  Opponent: Partitioning of the capital would weaken Seoul’s competitiveness
  • 23. Impact of Smart phone on Twitter style  Twitter users are more likely to send socio-emotional content related to self-presence rather than social information sharing (Naaman, Boase & Lai, 2010)  We examined whether the messages sent from mobi le devices tended to be shorter in terms of the leng th and more interactive (the use of hashtag, mention, reply, retweet)  Qualitatively, we investigated if the messages sent fr om mobile devices were self-focused, less syntactic ally complex, playful, and contained more ph atic communication.
  • 24. Communication style related to Sejong city project Device Tweets Retweets Reply Mention Hashtag Link Length Mobile 274 158 (57.66%) 26 (9.49%) 19 (6.93%) 8 (2.92%) 85 (31.02%) 102 Mobile & Web 128 46 (35.94%) 19 (14.84%) 3 (2.34%) 3 (2.34%) 36 (28.13%) 101 Web 868 208 (23.96%) 61 (7.03%) 23 (2.65%) 48 (5.53%) 457 (52.65%) 92 TwitKr 691 413 (59.77%) 41 (5.93%) 55 (7.96%) 27 (3.91%) 213 (30.82%) 122 Not available 176 84 (47.72%) 17 (9.66%) 8 (4.55%) 31 (17.61%) 62 (35.23%) 107 Total 2137 909 (42.54%) 164 (7.67%) 108 (5.05%) 117 (5.47%) 853 (39.92%) Average 104.8
  • 25. Impact of Smart phone on Twitter style  Our results show that 72.95% (1,559) of the 2,137 tweets were posted from the web (i.e., Twitter website: 868 tweets, Twtkr: 691 tweets)  Other postings were from mobile devices, users of w hich tended to send replies (26 tweets, 9.49%)  This might imply that interactive communications happened more frequently when using mobile device s  Regarding the length of a tweet, we did not find signi ficant differences between devices
  • 26. Source Tweet twtkr 926 Web 파랑새 150 Mobile web 137 Web twitaddons 77 Web TwitBird 37 Mobile Twitter for iPhone 28 Mobile twtbiz 3 Web foursquare 3 Mobile mobile web 3 Mobile 코리안트위터스 1 Web Twilk.com 1 Web Devi ce Tweets Retwe ets Reply Menti on Mobile 221 (16%) 10 (16%) 162 (18%) 19 (10%) Web 1145 (84%) 52 (84%) 736 (82%) 162 (90%) SUM 1366 62 898 181 Device % Mobile 16.17% Web 83.82% Devi ce Tweets Retwe ets Reply Menti on Mobile 221 (100%) 10 (4.52%) 162 (73.30%) 19 (8.60%) Web 1145 (100%) 52 (4.54%) 736 (64.28%) 162 (14.15%) Ministry for Food, Agriculture, Forestry & Fisheries of Korea 농림수산식품부
  • 27. What does ‘SMART’ stand for?  Small  Mobile  And  Retweet/Reply  Timely The Short Lifespan of a Tweet: Retweets Only Happen Within the First Hour
  • 28. Does Smart Networking promote Citizenship?  Free, easy online networking via social media allows smartizens to become democratic?  Allows the creation of Habermas’s free discussion Public Sphere?  Sunstein’s Republic.com 2.0 argues (from a U.S. perspective) Cyber-balkanization  the Internet supports diversity, but  individuals choose to cocoon themselves in areas of agreement,  the net result is protection from exposure from differing opinions =  the death of democracy
  • 29. Five Politicians’ Following-Based Ego Networks Size of no de Color o f node Number of followers 1.5 Yellow 0 to 10,000 3.0 Purple 10,001 to 100,000 3.5 Pink 100,001 to 1,000,000 4.0 Blue More than 1,000,000 Diagram 1. Five Politicians’ Following-Based Ego Networks The size and color of each node corresponds to the number of followers as follows: GG Kang HR Won KW Na DY Chung HC Noh 한나라당 진보신당 민주노동당 민주당
  • 30. Five Politicians’ Follower-Based Ego Networks Size of node Color of node Number of followers 1.5 Yellow 0 to 10,000 3.0 Purple 10,001 to 100,000 3.5 Pink 100,001 to 1,000,00 0 4.0 Blue More than 1,000,00 0 Diagram 2. Five Politicians’ Follower- Based Ego Networks The size and color of each node corresponds to the number of followers as follows: GG Kang KW Na HR Won DY Chung HC Noh 한나라당 진보신당 민주노동당 민주당
  • 31. Overlaps in terms of Twitter Followers HR Won GG Kang DY Chung HC Noh KW Na 한나라당 (GNP) 진보신당 (PNP) 민주노동당 (MDP) 민주당 (MP)
  • 32. HR Won GG Kang DY Chung HC Noh KW Na Overlaps in terms of Twitter Followings 한나라당 진보신당 민주노동당 민주당
  • 33. Appendix: Twitter VS Me2Day - Twitter: Launched in March 2006, a global service but very popular among Koreans - Me2Day: Launched in February 2007, strongly promoted by the most popular Korean portal site Naver
  • 35. Twitter vs Me2day ㅁ: Twitter - RT, Reply, Me2day – MeToo, Reply, Replay & Post ㅁ : Link
  • 36. Twitter vs Me2day 출처: 박정남(2010), START 트위터와 미투데이 Service Twitter Me2day Mood Mature, sincere, multifarious Free, Fun, Young, Bright Major User Group mid 20s ~ 40s (more male) 10s ~ 30s (more female) Publishing Style Talk > Soliloquize Soliloquize > Talk Communication Style RT(ReTweet), Replay(=Mention) Metoo, Reply, Reply&Post Advantage A plentiful content of the global services, Numerous Applications, Mature Cultures Korean Service, Connected to NAVER, Free connected with Domestic mobile phone, High quality of service Networking method Follow Follow us + Subscribe
  • 37. Acknowledgement Research for this paper has been supported by the World Class University (WCU) program through the National Research Foundation of Korea, which is funded by the Ministry of Education, Science and Technology (No. 515-82-06574). Based on ongoing research projects conducted with my colleagues and students at YeungNam University

Editor's Notes

  1. For example, the linking of a petition to call upon the governing president to be impeached combined with the name of the president occurring frequently and the negative sentiment recorded does point to….