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Emotional Links between Structure and Content in Online Communications
[chapter]
2014
Lecture Notes in Computer Science
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This papers aims at studying the existence of links between the structure of online communications and the contents they are composed of. ...
Moreover, the observed trends are quite similar for both of the studied languages, suggesting that such kind of emotional links between structure and content in online communications are language independent ...
The authors would like to thank their respective institutions: Institute for Infocomm Research and Barcelona Media Innovation Centre, for their support and permission for publishing this work. ...
doi:10.1007/978-3-319-12844-3_29
fatcat:h5qtes5ahvhdtadjs5er5ajxfu
Investigating social network patterns within an empathic online community for older people
2009
Computers in Human Behavior
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In addition to looking at the structure of the exchanged messages within the discussion board as a whole, we also investigate associations between the communication content and the social network patterns ...
In this paper, we study the social network structure of an online discussion board within SeniorNet, an empathic online community for older people. ...
This study investigates the network structures of this online community and the link between the communication content and the network properties. ...
doi:10.1016/j.chb.2009.05.001
fatcat:cabnf2n4gvf3lfm3yxypobs3hm
Exploiting Emotions in Social Interactions to Detect Online Social Communities
2010
Pacific Asia Conference on Information Systems
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We propose a framework to extract social interactions and interaction emotions from user-generated contents and a GN-H co-training algorithm to utilize the two types of information in community detection ...
It is necessary to unveil the community structure of online participants to overcome this limitation. ...
In the future, we plan to design more effective algorithms for emotion-aware community detection. ...
dblp:conf/pacis/LiCL10
fatcat:ii3l6j25ujgwfiurbokp35k4bq
Structure and stability of online chat networks built on emotion-carrying links
2013
Physica A: Statistical Mechanics and its Applications
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2012 pre-print arXiv:1209.4760v1 fatcat:3gk7tihkfrfadorbghjkpxexni
Furthermore, the evolution of the graph and its architecture with specific k-core structure are shown to be related with the type and the emotion arousal of exchanged messages. ...
High-resolution data of online chats are studied as a physical system in laboratory in order to quantify collective behavior of users. ...
Both laws hold in the above mentioned online systems, all of which have a typical community structure. ...
doi:10.1016/j.physa.2012.10.003
fatcat:adlfaqfciravdogqqxn7wvggeq
How the online social networks are used: dialogues-based structure of MySpace
2012
Journal of the Royal Society Interface
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Taken together, these results give a new insight into the functioning of online social networks and unveil the importance of the amount of information and emotion that is communicated along the social ...
Longrange temporal correlations and persistent fluctuations occur in the time series of messages carrying positive (negative) emotion; patterns of user communications have dominant positive emotion (attractiveness ...
Data crawling and structure Communications between users in the online social network MySpace occur along friendship links: writing messages on their own wall, where they can be seen by linked friends, ...
doi:10.1098/rsif.2012.0819
pmid:23193108
pmcid:PMC3565699
fatcat:63sed3h4mfeppiqq4c2fb2nqeq
How the online social networks are used: Dialogs-based structure of MySpace
[article]
2012
arXiv
pre-print
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Taken together, these results give a new insight into functioning of the online social networks and unveil importance of the amount of information and emotion that is communicated along the social links ...
Performing a comprehensive analysis we obtain three groups of results: Dynamic topology of the dialogs-based networks have characteristic structure with Zipf's distribution of communities, low link reciprocity ...
We would like to thank George Paltoglou for providing user-friendly version of the emotion classifier described in Ref. [15] . ...
arXiv:1206.6588v1
fatcat:5m3hspbv5nbv5f4ecxfcp5jkri
Directed Networks of Online Chats: Content-Based Linking and Social Structure
2012
2012 Eighth International Conference on Signal Image Technology and Internet Based Systems
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To unravel underlying linking mechanisms, we further study type of messages exchanged among users and users with Web bots, and their emotional content, annotated in the texts of messages. ...
The structure of these networks is determined by computing topological centrality measures, link correlations and community detection, and by testing validity of the "social ties" hypothesis. ...
and COST action MP0801. ...
doi:10.1109/sitis.2012.117
dblp:conf/sitis/GligorijevicST12
fatcat:bgeh53c5abcdvgme63zdnmwwii
Analyzing hidden populations online: topic, emotion, and social network of HIV-related users in the largest Chinese online community
2018
BMC Medical Informatics and Decision Making
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Through natural language processing and social network analysis, we explored the psychology, behavior and demand of online HIV population and examined the network community structure. ...
In this study, we try to understand the multidimensional characteristics of a hidden population by analyzing the massive data generated in the online community. ...
Acknowledgements The authors would like to thank Zhongwei Jia from the National Institute on Drug Dependence at Peking University for helpful discussions and suggestions. ...
doi:10.1186/s12911-017-0579-1
pmid:29304788
pmcid:PMC5755307
fatcat:cjpo3plpsvfrbkt66frnm4jgbu
Networks and emotion-driven user communities at popular blogs
2010
European Physical Journal B : Condensed Matter Physics
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Using the spectral methods of weighted bipartite graphs, we identify topological communities featuring the users clustered around certain popular posts, and underly the role of emotional contents in the ...
Online communications at web portals represents technology-mediated user interactions, leading to massive data and potentially new techno-social phenomena not seen in real social mixing. ...
We first determine the topological community structure on these networks and then analyse the emotional contents of the comments within the community, using the emotion classifier described above in Section ...
doi:10.1140/epjb/e2010-00279-x
fatcat:zw65s6no2zfb5jbbbh5aegx7zi
Hierarchical sequencing of online social graphs
[article]
2014
arXiv
pre-print
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In online communications, patterns of conduct of individual actors and use of emotions in the process can lead to a complex social graph exhibiting multilayered structure and mesoscopic communities. ...
On the other hand, the structures which spread only negative or only positive emotion messages appear to have much simpler topology consisting of links and triangles. ...
S.M and M.R. would like to acknowledge 13 the support from the Ministry of Education and Science of the Republic of Serbia, under the project OI 174014. ...
arXiv:1410.7259v1
fatcat:2lgz3by3lnc37dpqoddlfr2dqi
Hierarchical sequencing of online social graphs
2015
Physica A: Statistical Mechanics and its Applications
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In online communications, patterns of conduct of individual actors and use of emotions in the process can lead to a complex social graph exhibiting multilayered structure and mesoscopic communities. ...
On the other hand, the structures which spread only negative or only positive emotion messages appear to have much simpler topology consisting of links and triangles. ...
S.M and M.R. would like to acknowledge the support from the Ministry of Education and Science of the Republic of Serbia, under the project OI 174014. ...
doi:10.1016/j.physa.2015.05.075
fatcat:k322jj54dzgxvi6lfdf25lbedu
Sentiment Polarization and Balance among Users in Online Social Networks
2012
Americas Conference on Information Systems
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Existing studies examined the existence or distribution of sentiments in online communication at a general level or in smallobserved groups. ...
Communication within online social network applications enables users to express and share sentiments electronically. ...
ACKNOWLEDGMENTS This work was supported by EU FP7; Theme 3: Science of complex systems for socially intelligent ICT: Project Collective Emotions in Cyberspace -CYBEREMOTIONS. ...
dblp:conf/amcis/HillmannT12
fatcat:xl3fxoct6ncpnbdxtbkqe4b5ce
Internet Ethnography: Online and Offline
2004
International Journal of Qualitative Methods
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Online communication on the Internet facilitates the expression of emotions (output) and the input of emotional messages, thus developing and reinforcing important social ties between users, forming a ...
Studies that have investigated interpersonal communications in these communities, primarily studying virtual support groups, have found that online communication enables users to freely express emotions ...
There are reciprocal relations and links that exist between the culture of the Internet and between the wider processes taking place in the society. ...
doi:10.1177/160940690400300204
fatcat:6qghkdjgwnga5k4qq2rv6omkha
Cognitive network science quantifies feelings expressed in suicide letters and Reddit mental health communities
[article]
2021
arXiv
pre-print
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This emotional polarisation provides quantitative evidence that online clinical boards possess a complex structure, where users mix both positive and negative outlooks. ...
This dichotomy is absent in the r/DIY reference board and in suicide notes, where negative emotional associations about regret and pain persist but are overwhelmed by positive jargon addressing loved ones ...
++: European Integrated Infrastructure for Social Mining and Big Data Analytics" (http://www.sobigdata.eu). 3 ...
arXiv:2110.15269v2
fatcat:d3ktuqksgrg5nfwe2disttncoq
Public discourse and news consumption on online social media: A quantitative, cross-platform analysis of the Italian Referendum
[article]
2017
arXiv
pre-print
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We measure the distance between how a certain topic is presented in the posts/tweets and the related emotional response of users. ...
It seems reasonable that, to address misinformation problem properly, we have to understand the main determinants behind content consumption and the emergence of narratives on online social media. ...
Entities are shown in a descending order by the largest to the smallest mean emotional distance. c) Emotional distance between Facebook communities aggregated (green dots) and Twitter one (red dots). ...
arXiv:1702.06016v2
fatcat:kbzwxpzqlra5xnqgtzofv7agj4
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