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Social Synchrony: Predicting Mimicry of User Actions in Online Social Media

Munmun De Choudhury, Hari Sundaram, Ajita John, Dorée Duncan Seligmann
<span title="">2009</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/tb24nnnrubebxkmwjynbi532ce" style="color: black;">2009 International Conference on Computational Science and Engineering</a> </i> &nbsp;
users' comments and replies • B 3 : SIR (susceptible-infected-removed) epidemiological model • B 4 : a threshold based model of global cascades Error in Prediction of user actions over a future period  ...  -synchrony in a social network (a) is likely to involve sustained participation; and (b) persists over a period of time. • Evolve network • Evolve user modelsPredict synchrony The Learning Framework  ...  Potential applications of this research… Conclusions  Summary: • Synchrony -large-scale mimicry of actions of users over a short period of time, on a topic, given a seed user set. • Modeling and predicting  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/cse.2009.439">doi:10.1109/cse.2009.439</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/cse/ChoudhurySJS09.html">dblp:conf/cse/ChoudhurySJS09</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/dp4uyl3pbbhlbchwy3k6iowsk4">fatcat:dp4uyl3pbbhlbchwy3k6iowsk4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20100414135724/http://www.public.asu.edu:80/~mdechoud/talks/socialcom_09_slides.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/5f/b3/5fb321a8f829d449d6dabad9aae1cb404daea698.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/cse.2009.439"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

From #Jobsearch to #Mask: Improving COVID-19 Cascade Prediction with Spillover Effects [article]

Ninghan Chen, Xihui Chen, Zhiqiang Zhong, Jun Pang
<span title="2021-08-12">2021</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Building on the finding, we proposed extensions to three cascade prediction methods based on Graph Neural Networks (GNNs).  ...  An information outbreak occurs on social media along with the COVID-19 pandemic and leads to infodemic.  ...  This work was partially supported by Luxembourg's Fonds National de la Recherche, via grant COVID-19/2020-1/14700602 (PandemicGR) and grant PRIDE17/12252781/DRIVEN.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2012.07088v4">arXiv:2012.07088v4</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/77twoblzbbcennearaamqalzfi">fatcat:77twoblzbbcennearaamqalzfi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210903111506/https://arxiv.org/pdf/2012.07088v4.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/ff/9e/ff9ea7aaa058aadc25757260944b62db3098ba57.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2012.07088v4" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Co-Evolution Of Social Media Crises: Investigation Of Information Cascades In Institutional Fields

Yevgeniya Li
<span title="2018-11-16">2018</span> <i title="Zenodo"> Zenodo </i> &nbsp;
Linking together methods from computational science with social research this study suggests a new approach and intends to investigate how social media crises shape, cascade and diffuse, affecting other  ...  Viral spread of information through social networks generates large datasets that may provide unique opportunities for exploration of the crisis' nature and development within institutional fields.  ...  prediction of cascades recurrence.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.1490194">doi:10.5281/zenodo.1490194</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/v7jgz2l64jbyziqsguvpm2wnnq">fatcat:v7jgz2l64jbyziqsguvpm2wnnq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200113100540/https://zenodo.org/record/1490194/files/NZISDC2017_paper_5.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/7c/b1/7cb18286e38e28d25fb1c83635c89bf4eaa1b2c1.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.1490194"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> zenodo.org </button> </a>

Do Cascades Recur? [article]

Justin Cheng, Lada A Adamic, Jon Kleinberg, Jure Leskovec
<span title="2016-02-02">2016</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
We reproduce these observed patterns in a simple model of content recurrence simulated on a real social network.  ...  In this paper, we perform a large-scale analysis of cascades on Facebook over significantly longer time scales, and find that a more complex picture emerges, in which many large cascades recur, exhibiting  ...  Figure 2 sketches the diffusion cascade of this meme, or its propagation over edges in the social network.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1602.01107v1">arXiv:1602.01107v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/264vd2zw6jbbxf7tlz7dj22psm">fatcat:264vd2zw6jbbxf7tlz7dj22psm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20191020221118/https://arxiv.org/pdf/1602.01107v1.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/1e/22/1e2289cd70b850fe2b6b681e9a64291ea7abc1a9.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1602.01107v1" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Do Cascades Recur?

Justin Cheng, Lada A. Adamic, Jon M. Kleinberg, Jure Leskovec
<span title="">2016</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/s4hirppq3jalbopssw22crbwwa" style="color: black;">Proceedings of the 25th International Conference on World Wide Web - WWW &#39;16</a> </i> &nbsp;
We reproduce these observed patterns in a simple model of content recurrence simulated on a real social network.  ...  In this paper, we perform a large-scale analysis of cascades on Facebook over significantly longer time scales, and find that a more complex picture emerges, in which many large cascades recur, exhibiting  ...  Figure 2 sketches the diffusion cascade of this meme, or its propagation over edges in the social network.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2872427.2882993">doi:10.1145/2872427.2882993</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/www/ChengAKL16.html">dblp:conf/www/ChengAKL16</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/lfo5tlcxp5b2rnealec7mh5x34">fatcat:lfo5tlcxp5b2rnealec7mh5x34</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170518204234/http://www2016.net:80/proceedings/proceedings/p671.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/11/62/1162a1d066f4d14154c7a60a5e245c17c1199be3.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2872427.2882993"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

DyHGCN: A Dynamic Heterogeneous Graph Convolutional Network to Learn Users' Dynamic Preferences for Information Diffusion Prediction [article]

Chunyuan Yuan, Jiacheng Li, Wei Zhou, Yijun Lu, Xiaodan Zhang, Songlin Hu
<span title="2020-06-09">2020</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
For one thing, previous works cannot jointly utilize both the social network and diffusion graph for prediction, which is insufficient to model the complexity of the diffusion process and results in unsatisfactory  ...  Previous works either concentrate on utilizing the context of a single diffusion sequence or using the social network among users for information diffusion prediction.  ...  The model can predict when and who is going to be infected in a social network based on previously observed cascade sequence.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2006.05169v1">arXiv:2006.05169v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/442shdfz7jb2fgmnp3mezscpoy">fatcat:442shdfz7jb2fgmnp3mezscpoy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200708074643/https://arxiv.org/pdf/2006.05169v1.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/38/19/38191254f18d34f2422e2114268feb0c0dbc8bad.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2006.05169v1" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Attack induced cascading breakdown in complex networks

Liang Zhao, Kwangho Park, Ying-Cheng Lai, Thiago Henrique Cupertino
<span title="">2007</span> <i title="Springer Nature America, Inc"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/vct5ya6gxbcelemee3tlxkwmiu" style="color: black;">Journal of the Brazilian Computer Society</a> </i> &nbsp;
In this paper, we investigate cascading failures in complex networks and uncover a phase-transition phenomenon in terms of the key parameter characterizing the node capacity.  ...  Our theory yields estimates for the maximally achievable network integrity via controlled removal of a small set of low-degree nodes.  ...  Removal of nodes in general can cause redistribution of loads over all the network, which can trigger a cascade of overloading failures.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/bf03192546">doi:10.1007/bf03192546</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/67fwmfw4pva4bnbm6z4eyhcdyi">fatcat:67fwmfw4pva4bnbm6z4eyhcdyi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170922050448/https://link.springer.com/content/pdf/10.1007%2FBF03192546.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/65/82/65823b4da816d095ce2cd0e8f03beb0720d5cc87.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/bf03192546"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> springer.com </button> </a>

DNE: A Method for Extracting Cascaded Diffusion Networks from Social Networks

Motahhare Eslami, Hamid R. Rabiee, Mostafa Salehi
<span title="">2011</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/zps3sar53fenvet3os232f4eja" style="color: black;">2011 IEEE Third Int&#39;l Conference on Privacy, Security, Risk and Trust and 2011 IEEE Third Int&#39;l Conference on Social Computing</a> </i> &nbsp;
We validate our model on both synthetic and real data and show the low dependency of our method to the number of transmitting cascades over the underlying networks.  ...  The spread of information cascades over social networks forms the diffusion networks. The latent structure of diffusion networks makes the problem of extracting diffusion links difficult.  ...  We first model the spreading information cascades over the network as a Markov random walk process.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/passat/socialcom.2011.85">doi:10.1109/passat/socialcom.2011.85</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/socialcom/EslamiRS11.html">dblp:conf/socialcom/EslamiRS11</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/fwdymluf2rha7m2iubmvew3tae">fatcat:fwdymluf2rha7m2iubmvew3tae</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20150813004217/http://web.engr.illinois.edu:80/~eslamim2/publications/Eslami-SocialCom11.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/fe/bc/febc333e211a243141d74c0f307806e3d836feeb.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/passat/socialcom.2011.85"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Characterizing social cascades in flickr

Meeyoung Cha, Alan Mislove, Ben Adams, Krishna P. Gummadi
<span title="">2008</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/vqn5fclxkzdf3oyw7vap5hs5vi" style="color: black;">Proceedings of the first workshop on Online social networks - WOSP &#39;08</a> </i> &nbsp;
Using real traces of 1,000 popular photos and a social network collected from Flickr, and a theoretical framework borrowed from epidemiology, we show that social cascades are an important factor in the  ...  In this paper, we investigate social cascades, or how information disseminates through social links in online social networks.  ...  Thus, at the end of the cascade, users A, B, C, and F are infected, while users D and E are removed. In our model, we assume that there is a set J of photos and a set U of users.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/1397735.1397739">doi:10.1145/1397735.1397739</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/wosn/ChaMAG08.html">dblp:conf/wosn/ChaMAG08</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/wisuttcne5c2fp2wcdb3a5uyoe">fatcat:wisuttcne5c2fp2wcdb3a5uyoe</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170813021742/http://koasas.kaist.ac.kr/bitstream/10203/24949/1/p13-cha.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/4c/33/4c3396051a702aeeef8c18faae800fefaf77396d.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/1397735.1397739"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

Blog cascade affinity

Hui Li, Sourav S. Bhowmick, Aixin Sun
<span title="">2009</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/6g37zvjwwrhv3dizi6ffue642m" style="color: black;">Proceeding of the 18th ACM conference on Information and knowledge management - CIKM &#39;09</a> </i> &nbsp;
We identify and analyze an array of features that may affect a blogger's cascade joining behavior and utilize these features to predict cascade affinity of blogs.  ...  A blog cascade is a group of posts linked together discussing about the same topic, and cascade affinity refers to the phenomenon of a blog's inclination to join a specific cascade.  ...  effect in different social networks.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/1645953.1646095">doi:10.1145/1645953.1646095</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/cikm/LiBS09.html">dblp:conf/cikm/LiBS09</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/qouulrxjnjfqlbgg7g77fuchfu">fatcat:qouulrxjnjfqlbgg7g77fuchfu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20121222100310/http://www.cais.ntu.edu.sg:80/~assourav/papers/CIKM-09-Affinity.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/62/39/62396cbf9ef853d2a4eb7c33140dd11497fd746b.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/1645953.1646095"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

Popularity Prediction of Online Contents via Cascade Graph and Temporal Information

Yingdan Shang, Bin Zhou, Ye Wang, Aiping Li, Kai Chen, Yichen Song, Changjian Lin
<span title="2021-07-23">2021</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/snp4qy45wbcu3bcifcnyqqg54m" style="color: black;">Axioms</a> </i> &nbsp;
Recent deep learning models generally utilize graph neural networks to model the complex relationship between information cascade graph and future popularity, and have shown better prediction results compared  ...  Predicting the popularity of online content is an important task for content recommendation, social influence prediction and so on.  ...  • VGraph (mean pool): We removed the temporal representation component from our model and only used the cascade graph representation alone.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/axioms10030159">doi:10.3390/axioms10030159</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/lb4sby4s2bcxlifbywiz55saqm">fatcat:lb4sby4s2bcxlifbywiz55saqm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210725001347/https://res.mdpi.com/d_attachment/axioms/axioms-10-00159/article_deploy/axioms-10-00159.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/29/9b/299b0a3cc174c1a79557b75cd0593e34ddc7f7f5.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/axioms10030159"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> mdpi.com </button> </a>

Postmortem Analysis of Decayed Online Social Communities: Cascade Pattern Analysis and Prediction

Mohammed Abufouda
<span title="2018-10-09">2018</span> <i title="Hindawi Limited"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/y3fh56bfunh5fgneywwba6d4ke" style="color: black;">Complexity</a> </i> &nbsp;
Additionally, we predict cascade size and cascade virality using machine learning.  ...  Recently, many online social networks, such as MySpace, Orkut, and Friendster, have faced inactivity decay of their members, which contributed to the collapse of these networks.  ...  Their works assure that the node removal problem is relevant in social and other networks.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1155/2018/3873601">doi:10.1155/2018/3873601</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/edk5pe5ftvfk5igu7mkehno2o4">fatcat:edk5pe5ftvfk5igu7mkehno2o4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200307080636/https://kluedo.ub.uni-kl.de/frontdoor/deliver/index/docId/5681/file/Abufouda.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/0b/f2/0bf215058120efb6fb04ae14d1ff47d8fec29daf.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1155/2018/3873601"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> hindawi.com </button> </a>

Role of second trials in cascades of information over networks

C. de Kerchove, G. Krings, R. Lambiotte, P. Van Dooren, V. D. Blondel
<span title="2009-01-30">2009</span> <i title="American Physical Society (APS)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/nuk2stxzvvhf7ljciu325kj77m" style="color: black;">Physical Review E</a> </i> &nbsp;
We study the propagation of information in social networks.  ...  To do so, we focus on a cascade model where nodes are infected with probability p_1 after their first contact with the information and with probability p_2 at all subsequent contacts.  ...  ACKNOWLEDGMENTS This work has been supported by the Concerted Research Action ͑ARC͒ "Large Graphs and Networks" from the "Direction de la recherche scientifique-Communauté française de Belgique," by the  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1103/physreve.79.016114">doi:10.1103/physreve.79.016114</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/19257114">pmid:19257114</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/w4sw6lar5venzfinj5i5u5khbe">fatcat:w4sw6lar5venzfinj5i5u5khbe</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20120322075746/http://perso.uclouvain.be/gautier.krings/docs/e016114.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/54/be/54be1f8b1d1e9c39bbf4748376825b43b0e48fa9.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1103/physreve.79.016114"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> aps.org </button> </a>

Postmortem Analysis of Decayed Online Social Communities: Cascade Pattern Analysis and Prediction [article]

Mohammed Abufouda
<span title="2018-10-10">2018</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Recently, many online social networks, such as MySpace, Orkut, and Friendster, have faced inactivity decay of their members, which contributed to the collapse of these networks.  ...  Additionally, we predict cascade size and cascade virality using machine learning.  ...  Their works assure that the node removal problem is relevant in social and other networks.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1805.00451v2">arXiv:1805.00451v2</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/pftbvub7xvfn3ehj6lz4satzja">fatcat:pftbvub7xvfn3ehj6lz4satzja</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200825221936/https://arxiv.org/pdf/1805.00451v1.pdf" title="fulltext PDF download [not primary version]" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <span style="color: #f43e3e;">&#10033;</span> <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/67/f9/67f9d16641f789093551a5eca89a755ef1dcf342.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1805.00451v2" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Information diffusion in online social networks

Adrien Guille
<span title="">2013</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/vxrc3vebzzachiwy3nopwi3h5u" style="color: black;">Proceedings of the 2013 Sigmod/PODS Ph.D. symposium on PhD symposium - SIGMOD&#39;13 PhD Symposium</a> </i> &nbsp;
Online social networks play a major role in the spread of information at very large scale and it becomes essential to provide means to analyze this phenomenon.  ...  helps understanding social network users' interests and activity by providing emerging topics and events detection as well as network analysis functionalities.  ...  Time-Based Asynchronous Independent Cascades, a graph-based model for information diffusion prediction.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2483574.2483575">doi:10.1145/2483574.2483575</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/sigmod/Guille13.html">dblp:conf/sigmod/Guille13</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/htlwhtlifbci3gvdgagbe3lpf4">fatcat:htlwhtlifbci3gvdgagbe3lpf4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180727030601/https://hal.archives-ouvertes.fr/hal-00819924/file/p31-guille.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/59/6c/596c883a00a610a9da67dfc264dbc7a6951e9503.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2483574.2483575"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>
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