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Pinpointing Influence in Pinterest

Panagiotis Liakos, Katia Papakonstantinopoulou, Michael Sioutis, Konstantinos Tsakalozos, Alex Delis
2016 International Joint Conference on Artificial Intelligence  
In this work we focus on Pinterest, a social network that is often used to promote commercial products, and investigate the influence mechanisms in it.  ...  Therefore, understanding the influence dynamics on social networks provides us with insights that are useful in designing efficient social network applications.  ...  These findings can assist in the understanding of user behavior on individual sites, as well as the dynamics of sharing across the social web.  ... 
dblp:conf/ijcai/LiakosPSTD16 fatcat:66ht4g3vj5httcfd4ikomcr47y

The Pin-Bang Theory: Discovering The Pinterest World [article]

Sudip Mittal, Neha Gupta, Prateek Dewan, Ponnurangam Kumaraguru
2013 arXiv   pre-print
In particular, we explored various attributes of users, pins, boards, pin sources, and user locations, in detail and performed topical analysis of user generated textual content.  ...  This stupendous growth makes it interesting to study Pinterest, and gives rise to multiple questions about it's users, and content.  ...  Topical analysis of user generated textual content on Pinterest: We found that the most common topics across users, and pins were design, fashion, photography, food, and travel. 2.  ... 
arXiv:1307.4952v1 fatcat:jjacbntpxjbipdr7d7fw6mdw34

"Woman-Metal-White vs Man-Dress-Shorts": Combining Social, Temporal and Image Signals to Understand Popularity of Pinterest Fashion Boards [article]

Suman Kalyan Maity, Anshit Chaudhari, Animesh Mukherjee
2018 arXiv   pre-print
In particular, we study the sharing/borrowing behavior of pins and the image content characteristics of the fashion boards.  ...  Pinterest is a popular photo sharing website. Fashion is one the most popular and content generating category on this platform.  ...  This motivates us to consider sharing/borrowing behavior in understanding the popularity of the fashion boards.  ... 
arXiv:1812.07759v1 fatcat:bhxdrb4b6veirksal7owofrpw4

Emotion and Virality of Food Safety Risk Communication Messages on Social Media

Xiaojing (Romy) Wang, Xiaoli Nan, Samantha J Stanley, Yuan Wang, Leah Waks, David Broniatowski
2021 Journal of Applied Communications  
We retrieved the number of times each article was shared on Twitter and Pinterest, and the number of engagements (shares, likes, and comments) for each article on Facebook and Reddit.  ...  Implications of these findings for risk communication in the age of social media are discussed.  ...  This may result in risk message virality on Twitter, Reddit, and Pinterest when low arousal and high dominance contents are presented in the messages.  ... 
doi:10.4148/1051-0834.2391 fatcat:5a2u3327lbf4jk255baa4gkjxa

Guest editorial

Anita Whiting, David Williams, Joe F. Hair
2019 Qualitative Market Research  
Social media and brands In this special issue, we are pleased to introduce some interesting and groundbreaking research on the topics of social media, branding, brand engagement and the phenomenon of co-creation  ...  reviews, debated key ideas or created frameworks and models that improve understanding of the vibrant and fast moving role of social media in marketing.  ...  In the fourth article, Fujita, Harrigan and Soutar examine how co-created content can facilitate relevant and meaningful customer experiences in social media brand communities, titled "The Strategic Co-creation  ... 
doi:10.1108/qmr-08-2018-0093 fatcat:6dl4n7ivqnc6rngmc3cbcpi6yq

Online Social Network Analysis: A Survey of Research Applications in Computer Science [article]

David Burth Kurka, Alan Godoy, Fernando J. Von Zuben
2016 arXiv   pre-print
The emergence and popularization of online social networks suddenly made available a large amount of data from social organization, interaction and human behavior.  ...  Although most online social networks are recent (less than fifteen years old), a vast amount of scientific papers was already published on this topic, dealing with a broad range of analytical methods and  ...  Acknowledgements The authors sincerely thank Romis Attux, Leonardo Maia and Fabrício Olivetti de França for their kind effort of revising this work and contributing with corrections and new insights.  ... 
arXiv:1504.05655v2 fatcat:cgtic45w2bdqpdg36u6hjwzdcy

Issues and Challenges on Social Networking Applications

Social media is the collective of online communications channels dedicated to community-based input, interaction, content-sharing and collaboration.  ...  Web and Mobile based internet applications that allow the creation, access & exchange of user generated content that is available on all the places.  ...  ACKNOWLEDGEMENT We express our sincere thanks to our beloved parents for their invaluable love, moral support and continuous encouragement in our life.  ... 
doi:10.35940/ijitee.l3125.1081219 fatcat:7dny5hsvljgezni6zi6dsi52p4


Hala Nabil Hilaly
2015 المجلة العلمیة لکلیة السیاحة و الفنادق جامعة الأسکندریة  
Moreover, Egyptian tourism businesses should not only consider the presence and interaction on Facebook, Google+ and My space, they should also consider Media sharing platforms such as You Tube and Pinterest  ...  and social media referrals to better understand and evaluate the potential importance of this technology using time series analysis.  ...  According to Tuten (2008) socialmedia are determined by the creation of user-generated content, co-creation and commenting as well as sharing opinions on Web 2.0 applications.  ... 
doi:10.21608/thalexu.2015.45806 fatcat:i65i5xmx2vcgvcn7akcyedkjvi

Information Sharing and Searching via Collaborative Reinforcement Learning [chapter]

George A. Vouros
2012 Lecture Notes in Computer Science  
We hope that findings will inform what kind of content is riffed and encourage users to collaboratively search and share content by developing rich user interactions which would pave the way in promoting  ...  Conclusion There is a hope that findings will inform the creation of a push system that attempts to diffuse information across networks by suggesting specific content to be riffed to other users.  ... 
doi:10.1007/978-3-642-30448-4_17 fatcat:ngbkuuklv5athav5patztm62ra

Twitter User Behaviors In Turkey: A Content Analysis On Turkish Twitter Users

Burak Polat
2014 Mediterranean Journal of Social Sciences  
behaviors in Turkey.  ...  In this article; at first interaction, the fundamental concept of social media, will be defined in depth and then a content analysis on Turkish dataset from Twitter will be shared to identify the user  ...  In this research, it is aimed to understand user behaviours on creating, sharing and interacting with the content.  ... 
doi:10.5901/mjss.2014.v5n22p244 fatcat:bn2jdtzzbfbb7awnvni5mlz6ma

Pain, pleasure and postfeminism : an analysis of body-related content on Pinterest [article]

Heather Christine Smith
its content shared.  ...  Although most Pinterest users do not end up making a living off of their use of the website, anyone is able to participate in the creation and/or circulation of content -it is part of the fundamental design  ...  Frequencies and percentages of code incidences by category were calculated, and Chi Square tests were performed for each code across the three different categories.  ... 
doi:10.15781/t2kg9k fatcat:sux54s7lpnadbcz7x2wrt2tfyu Uncovering content publishing and sharing through URL shortening services

Daejin Choi, Jinyoung Han, Selin Chun, Efstratios Rappos, Stephan Robert, Ted Taekyoung Kwon
2018 Telematics and informatics  
One of the popular ways to publish and share online content is using a URL shortening service, which provides a short equivalent URL that is redirected to an original URL of content.  ...  It becomes the norm for people to share online content such as images, videos, and news over various channels including online social networks, news media, or online communities.  ...  Acknowledgement This work was supported in part by the National Research Foundation of Korea through PF Class Heterogeneous High Performance Computer Development (NRF-2016M3C4A7952587) and the research  ... 
doi:10.1016/j.tele.2018.03.003 fatcat:ulcj73d4lnh7vfz5etavx5wouq

News Sharing in Social Media: A Review of Current Research on News Sharing Users, Content, and Networks

Anna Sophie Kümpel, Veronika Karnowski, Till Keyling
2015 Social Media + Society  
While individuals' own news sharing behavior may increase their involvement and interest in news topics (cf.  ...  help to understand what kind of news content is shared.  ... 
doi:10.1177/2056305115610141 fatcat:pgw6asggoraizljphrvyrmg4hi

Uses & gratifications of a facebook media sharing group

Mayur Karnik, Ian Oakley, Jayant Venkatanathan, Tasos Spiliotopoulos, Valentina Nisi
2013 Proceedings of the 2013 conference on Computer supported cooperative work - CSCW '13  
This paper explores uses and gratifications of a content community on a social network service -a music video sharing group on Facebook.  ...  In a two-stage study, 20 users first generated words or phrases to describe how they used the group, and what they enjoyed about their use.  ...  Additional support was provided by the Portuguese Foundation for Science and Technology (FCT) through grant CMU-PT/SE/ 0028/2008 (Web Security and Privacy) and PhD scholarship SFRH/BD/65908/2009.  ... 
doi:10.1145/2441776.2441868 dblp:conf/cscw/KarnikOVSN13 fatcat:rczrrcsyuffwxjeinwceetkia4

Technology, Value Co-Creation and Innovation in Service Ecosystems: Toward Sustainable Co-Innovation

Sergio Barile, Mara Grimaldi, Francesca Loia, Carlo Alessandro Sirianni
2020 Sustainability  
The findings permit conceptualization of the key strategic levers for the management of co-creation and to increase managers' and scholars' understanding of (1) the enablers of value co-creation and innovation  ...  The work identifies the main enabling dimensions and the strategic drivers to foster value co-creation and sustainable innovation in service ecosystems.  ...  -and its social networks pages (Twitter, Facebook, and Pinterest).  ... 
doi:10.3390/su12072759 doaj:6d4f6297cc3a4c89a6c10e14319d8ce9 fatcat:o6f2s3mu6zdtvga6pf25h6uu7u
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