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Mining and comparing engagement dynamics across multiple social media platforms

Matthew Rowe, Harith Alani
2014 Proceedings of the 2014 ACM conference on Web science - WebSci '14  
In this paper we define a common framework of engagement analysis and examine and compare engagement dynamics across five social media platforms: Facebook, Twitter, Boards.ie, Stack Overflow and the SAP  ...  We define a variety of common features (social and content) to capture the dynamics that correlate with engagement in multiple social media platforms, and present an evaluation pipeline intended to enable  ...  social media platforms, thereby mining and comparing engagement dynamics, and contrast these findings with the engagement dynamics from existing studies on individual social media platforms.  ... 
doi:10.1145/2615569.2615677 dblp:conf/websci/RoweA14 fatcat:qhhbxpheyzagfnddxjo2w44uv4

Organizational Adoption Of Social Media In The Usa: A Mixed Method Approach

Iván Alfaro, Siddhartha Bhattacharyya, Mary Beth Watson-Manheim
2013 European Conference on Information Systems  
Using a mixed methods approach that combines data mining and content analysis techniques, we examine the adoption of social media across multiple industries.  ...  Results provide a broader view of social media diffusion across industries, highlight new organizational uses of social media (e.g., social media listening, using social media to engage with industry and  ...  Acknowledgment This publication is based on work supported in part by the Creative and Collaborative Information Technology Laboratory (CCIT), a project funded by the College of Business Administration  ... 
dblp:conf/ecis/AlfaroBW13 fatcat:6qyrnc5pdvayzblkwu37wiwjxa

The like economy: Social buttons and the data-intensive web

Carolin Gerlitz, Anne Helmond
2013 New Media & Society  
The implementation of Like buttons enables data flows between the platform and external websites that enter multiple processes of exchange and contributes to a simultaneous de-and recentralisation of the  ...  It contextualises the rise of buttons and counters as metrics for user engagement of different web economies to show that Facebook is not only creating a social web but a dataintensive fabric -the Like  ...  social media platforms.  ... 
doi:10.1177/1461444812472322 fatcat:raqyryh6v5bwhbucpywcbosx24

When URLs on social networks become invisible

Suay Melisa Özkula, Maria Lompe, Mariangela Vespa, Estrid Sørensen, Tianshi Zhao
2022 First Monday  
This paper adds to that work through an illustration of tool bias towards specific social media logics (e.g., Twitter logics) in a URL-based network across/within social media sites (illustrative case  ...  approaches (like cross-platform URL explorations) provide a much-needed understanding of wider platform dynamics that highlight such biases.  ...  URL social media networks To complement the text-mining, network dynamics were captured through issue-crawling the wider networks of URLs linked to from the social media platforms (= capped hyperlink list  ... 
doi:10.5210/fm.v27i6.12568 fatcat:kxcrmwnoqjhcllh3zsunoqlnki

Electoral and Public Opinion Forecasts with Social Media Data: A Meta-Analysis

Marko M. Skoric, Jing Liu, Kokil Jaidka
2020 Information  
Furthermore, our study shows some differences in the predictive power of social media data across different levels of political democracy and different electoral systems.  ...  approach to analyzing and reporting social media data-derived predictions in the future.  ...  As demonstrated in Comparing Predictive Power across Different Levels of Political Democracy To answer RQ1 (a) and compare social media data's predictive power across different levels of political democracy  ... 
doi:10.3390/info11040187 fatcat:cv5zdkkj4bhh5iw6otu2izkgoy

Hate Speech Detection in Social Media Surveillance: A Review of Related Literature

Usman Ahmed, Rahmet Bibi, Obaid Ullah, Rahat Bano
2021 Innovative Computing Review  
The dynamic and unstructured nature of the textual content available on social media platforms makes it very complex to extract hate related speech patterns from this content.  ...  Social media surveillance is a requirement for governments and intelligence agencies around the world to detect and prevent hate crimes.  ...  Social media platforms such as Facebook, Twitter and LinkedIn provide extensive opportunities for the masses to mutually connect and engage in order to share knowledge and to communicate with each other  ... 
doi:10.32350/icr.0101.01 fatcat:bdt7rqlfqndolg27omnatottfy

Social media in public health

T. A. Kass-Hout, H. Alhinnawi
2013 British Medical Bulletin  
There are certain pitfalls to mining social media.  ...  This social network and news platform provides geographic and semantic visualizations based on multiple coordinated view interface.  ... 
doi:10.1093/bmb/ldt028 pmid:24103335 fatcat:wbgxhuxqzba3dktxpo6mz3bd2e

Enabling Organizational Ideation with Cognitive Dexterity using Social Media: An Exploratory Study

Narendra M. Agrawal, Pratyush Bharati, Abhijit Chaudhury, Kui Du
2015 Americas Conference on Information Systems  
The preliminary results indicate that with the advent of social media firms are confronting an increasing volume, velocity and variety of information with often suspect quality.  ...  Cognitive dexterity is a collective level dynamic capability to rapidly intuit, interpret, integrate and assimilate knowledge from a variety of sources in order to promote enhanced ideation in a firm.  ...  ACKNOWLEDGEMENT This study was partly funded by the Fulbright Senior Researcher award and faculty study abroad award received by one of the authors.  ... 
dblp:conf/amcis/AgrawalBCD15 fatcat:aabobqjrsrc4vmlbpklij46sq4

#SocialScience: Mining Twitter for Social and Behavioural Research

2020 Research Outreach  
But the biggest and most basic value of mining these platforms is the sheer amount of data put into the hands of the social scientist.  ...  Indeed, tomorrow's measurements of social media could display the dynamics of migration even before the release of official records.  ... 
doi:10.32907/ro-115-2225 fatcat:xkt5lobsqze5bkbgcrbujjb6h4

OLAPing social media

Nafees Ur Rehman, Andreas Weiler, Marc H. Scholl
2013 Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining - ASONAM '13  
The benefits of such an analysis platform are demonstrated by building a data warehouse for a social network of Twitter, dynamically enriching the underlying dataset and enabling multidimensional analysis  ...  We attempt to extend the established OLAP(On-line Analytical Processing) technology to allow multidimensional analysis of social media data by integrating text and opinion mining methods into the data  ...  Semantic enrichment across social engagement Social engagement represents the user's activity directly triggered by a social action of another user.  ... 
doi:10.1145/2492517.2500273 dblp:conf/asunam/RehmanWS13 fatcat:4tyig4m4ozh77d66vjjeyr2ove

Analyzing Citizen Engagement With European Politics on Social Media

Pieter De Wilde, Astrid Rasch, Michael Bossetta
2022 Politics and Governance  
The reason, we argue, is four key challenges facing social media research in the European Union: legal, ethical, technical, and cultural.  ...  Contributions in this thematic issue focus explicitly on citizens and their online engagement with European politics.  ...  social science across multiple fronts: political studies, media studies, and gender studies.  ... 
doi:10.17645/pag.v10i1.5233 fatcat:yoauesh5fffifa2n5w3jwvxrn4

Diaspora and mapping methodologies: tracing transnational digital connections with 'mattering maps'

DONYA ALINEJAD, LAURA CANDIDATU, MELIS MEVSIMLER, CLAUDIA MINCHILLI, SANDRA PONZANESI, FERNANDO N. VAN DER VLIST
2018 Global Networks  
Diaspora and mapping methodologies: tracing transnational digital connections with 'mattering maps' Alinejad, D.; Candidatu, L.; Mevsimler, M.; Minchilli, C.; Ponzanesi, S.; van der Vlist, F.N.  ...  crossings in Europe: gender, diaspora and belonging' (CONNECTINGEUROPE), grant 647737.  ...  Acknowledgements The authors disclose receipt of the following financial support for the research, authorship, and publication of this article: ERC (European Research Council) consolidator grant 'Digital  ... 
doi:10.1111/glob.12197 fatcat:codypp2irzag5mdthbi62nsrp4

Unpacking the Impacts of Social Media Upon Crisis Communication and City Evacuation [chapter]

Layla J. Branicki, Doreen A. Agyei
2014 City Evacuations: An Interdisciplinary Approach  
and the re-configuration of crisis information exchange between government, traditional media and citizens.  ...  The chapter specifically addresses two interrelated findings: the opportunities for and threats to official crisis communication that emerge from the introduction and uptake of social networking technologies  ...  and more dynamic ways.  ... 
doi:10.1007/978-3-662-43877-0_2 fatcat:avzx5x5i7ney5bgi2npnpljdca

Exploring Customer Engagement on Social Networking Sites

Mohit Malhan, Prem Prakash Dewani, Achint Nigam, Daicy Vaz, Emmanuel Akaehomen Abumere Ogbeibu
2022 Journal of Global Information Management  
The growth in popularity of social media and its perfunctory use by individuals throughout the day has sprouted the need to study Customer Engagement (CE) on Social Networking Sites (SNSs) from the consumer's  ...  The study also shows various parameters related to post and individual that lead to passive and active engagement on these platforms.  ...  Market Place Evidence: Brands that made use of social media platforms for business gains 1 Brand Social Media Engagement Actions Reference Oasis, Fashion brand, UK Online stores and social media Patel  ... 
doi:10.4018/jgim.296724 fatcat:mz4szi2s6rdffcuynl7p7qxgzi

Adapting New Media Literacies to Participatory Spaces: Social Media Literacy Practices of Multilingual Students

Osman Solmaz
2017 Journal of Media Literacy Education  
Quantitative and qualitative analyses of the data revealed that IGSs engage in various social media literacy practices through the employment of multimodal tools and resources afforded by social networking  ...  Approaching the new media literacies as social practices through the lens of Participatory Culture Framework, the present study adapted new media literacies to online social networks and examined the social  ...  flow across multiple media platforms.  ... 
doi:10.23860/jmle-2017-9-1-4 fatcat:n6mg6ba2p5htxbgyu5pstpkjsy
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