The COSMOS Article Reading Club (C-ARC) discusses computer and information science publications. The list below includes the articles the group has reviewed.  You can easily view when each articles has been reviewed by referencing the Review column which lists the year and month the publication has been discussed.

You can find the C-ARC on the COSMOS Slack channel #arc.

YearAuthorsTitlePub TitleLinkReview
2019Lewandowsky, Pilditch, Madsen, Oreskes & RisbeyInfluence and seepage: An evidence-resistant minority can affect public
opinion and scientific belief formation
2019Gao, Su, Liu & KurthsEven Central Users Do Not Always Drive Information DiffusionCommunications of the ACMDetails.2019-03
2018Ryana & D’AngelobChanging times: Migrants’ social network analysis and the challenges of longitudinal researchSocial NetworksDetails.2019-02
2014Kieran Healy & James MoodyData Visualization in SociologyAnnual Review of SociologyDetails.2019-02
2017Cheng, Bernstein, Danescu-Niculescu-Mizil &LeskovecAnyone Can Become a Troll: Causes of Trolling Behavior in Online DiscussionsCSCW '17 ProceedingsDetails.2019-02
2017Won, Steinert-Threlkeld & JooProtest Activity Detection and Perceived Violence Estimationfrom Social Media ImagesACM Multimedia ProceedingsDetails.2019-01
2018Sapountzi & PsannisSocial networking data analysis tools & challengesFuture Generation Computer SystemsDetails.2018-11
2018Liao & ChenBuilding social computing system in big data: From the perspective of social network analysisComputers in Human BehaviorDetails.2018-11
2018Barrona, Huanga, Spang & DeDeoIndividuals, institutions, and innovation in the debates of the French RevolutionPNASDetails.2018-10
2018Maa & DeDeoState power and elite autonomy in a networked civil society: The board interlocking of Chinese non-profitsSocial NetworksDetails.2018-10
2014Klingenstein, Hitchcock & DeDeoThe civilizing process in London’s Old BaileyPNASDetails.2018-09
2018RothThe influence of parents’ social capital on their children’s transition to vocational training in GermanySocial NetworksDetails.2018-09
2017Gutfraind & GenkinA graph database framework for covert network analysis: An application to the Islamic State network in EuropeSocial NetworksDetails.2018-08
2017Calderoni,Piccardi &Brunetto Communities in Criminal Networks: A case studySocial NetworksDetails.2018-08
2017Schaefer, Bouchard, Young & KreagerFriends in locked places: An investigation of prison inmate network structureSocial NetworksDetails.2018-08
2017Tamburrini, Cinnirella, Jansen & BrydenTwitter users change word usage according to conversation-partner social identitySocial NetworksDetails.2018-07
2017Vicario, Zollo, Caldarelli, Scala & QuattrociocchiMapping social dynamics on Facebook: The Brexit debateSocial NetworksDetails.2018-07
2016Everett &ValenteBridging, brokerage and BetweennessSocial NetworksDetails.2018-07
2018Brashears & QuintaneThe Weakness of Tie StrengthSocial NetworksDetails.2018-06
2016HarperWeak Ties MatterTech CrunchDetails.2018-06
2018SchullerSpeech Emotion Recognition: Two Decades in a Nutshell, Benchmarks, and Ongoing TrendsCommunications of the ACMDetails.2018-06
2018GioeCyber operations and useful fools: the approach of Russian hybrid intelligenceIntelligence and National Security Details.2018-06

Other Recommended Reading:

YearAuthorsTitlePub titleLink 
2018Jones & DyeBig Data Approaches to Study Discourse ProcessesHandbook of discourse processesDetails.
2013Underwood, Black, Auvil, & CapitanuMapping Mutable Genres in Structurally Complex VolumesIEEE Big Data (2013)Details.
2018UnderwoodThe Historical Significance of Textual DistanceDetails.
2016ManovichThe Science of Culture? Social computing, digital humanities and cultural analyticsJournal of Cultural AnalyticsDetails.
2016UnderwoodThe Life Cycles of GenresJournal of Cultural AnalyticsDetails.
2018Gerlach, Peixoto, AltmannA network approach to topic modelsScience AdvancesDetails.
1997DiMaggioCulture and cognitionAnnual Review of SociologyDetails.
2016Milli & BammanBeyond Canonical Texts: A Computational Analysis of Fanfiction2016 EMNLPDetails.
2000Rayson & GarsideComparing Corpora using Frequency ProfilingWCC '00Details.
2009Paul & GirjuCross-cultural analysis of blogs and forums with mixed-collection topic modelsEMNLP '09Details.
2009PauCross-collection topic models: Automatically comparing and contrasting textDetails.
2012Paul & DredzeFactorial LDA: Sparse Multi-Dimensional Text ModelsNIPS 2012Details.
2015PaulTopic Modeling with Structured Priors for Text-Driven ScienceDetails.
2015Chen, Buntine, Ding, Xie, & DuDifferential Topic ModelsTPAMIDetails.
2017Ren, Lv, Wang, & HanComparative Document Analysis for Large Text CorporaWSDM 2017Details.
2009Wallach, Murray, Salakhutdinov, & MimnoEvaluation Methods for Topic ModelsICML '09Details.
2011Mimno, Wallach, Talley, Leenders, McCallumOptimizing Semantic Coherence in Topic ModelsEMNLPDetails.
2014Boyd-Graber, Mimno, & NewmanCare and feeding of topic models: Problems, diagnostics, and improvementsHandbook of mixed membership models and their applicationsDetails.
2018Tatlock, Erlin, Knox, & PentecostCrossing Over: Gendered Reading Formations at the Muncie Public Library, 1891-1902Journal of Cultural AnalyticsDetails.
2018McGrath, Higgins, & HintzeMeasuring Modernist NoveltyJournal of Cultural AnalyticsDetails.
2016Angwin, Larson, Mattu & KirchnerMachine BiasDetails.
2014WellesOn minorities and outliers: The case for making Big Data smallBig Data & SocietyDetails.
2014Healy & MoodyData Visualization in SociologyAnnual Review of SociologyDetails.
2007Adler & de AlfaroA Content-Driven Reputation System for the WikipediaProceedings WWW '07Details.
2013Aggarwal, Xie & YuA Framework for Dynamic Link Prediction in Heterogeneous NetworksStatistical Analysis and Data MiningDetails.
2006Herring, Scheidt, Kouper & WrightA Longitudinal Content Analysis of Weblogs: 2003-2004Blogging, Citizenship and the Future of Media Details.
2007WattsThe Accidental InfluentialsHarvard Business ReviewDetails.
2008Gross & BlasiusAdaptive coevolutionary networks: a reviewInterfaceDetails.
2006MacKinnon & WarrenAge and Geographic Inferences of the LiveJournal Social NetworkICML 2006Details.
2013TremayneAnatomy of Protest in the Digital Era: A Network Analysis of Twitter and Occupy Wall StreetSocial Movement StudiesDetails.
2009BlodgettAnd the Ringleaders Were Banned: An Examination of Protest in Virtual WorldsC&T 2009Details.
2010Smith & Giraud-CarrierBonding vs. Bridging Social Capital: A Case Study in TwitterSocialComDetails.
2010Buldyrev, Parshani, Paul, Stanley & HavlinCatastrophic cascade of failures in interdependent
2011ChauCatching Bad Guys with Graph MiningXRDSDetails.
1993GouldCollective Action and Network StructureAmerican Sociological AssociationDetails.
2011Takaffoli, Sangi, Fagnan & ZaıaneCommunity Evolution Mining in Dynamic Social NetworksProcedia - Social and Behavioral SciencesDetails.
2007CentolaComplex Contagions and the Weakness of
Long Ties
American Journal of SociologyDetails.
2008Latapy & MagnienComplex Network Measurements: Estimating the Relevance of Observed PropertiesINFOCOM 2008Details.
2011BrantingContext-Sensitive Detection of Local Community StructureSocial Network Analysis and MiningDetails.
2012Liu, Slotine & Barabási Control Centrality and Hierarchical Structure in Complex NetworksPLOS | OneDetails.
2010Fowler & ChristakisCooperative behavior cascades in human social networksPNASDetails.
2011Fowler, Settle & ChristakisCorrelated genotypes in friendship networksPNASDetails.
2010Bi, Lee, Kao & ChengCubeLSI: An Effective and Efficient Method for
Searching Resources in Social Tagging Systems
ICDE '11Details.
2014ChittendenDigital dressing up: modelling female
teen identity in the discursive spaces
of the fashion blogosphere
Journal of Youth StudiesDetails.
2011Kargar & AnDiscovering Top-k Teams of Experts
with/without a Leader in Social Networks
CIKM '11 Details.
2011Randa, Arbesman & ChristakisDynamic social networks promote cooperation
in experiments with humans
2008Fowler & ChristakisDynamic spread of happiness in a large social network:longitudinal analysis over 20 years in the Framingham Heart StudyBMJDetails.
2006Holme & GhoshalDynamics of networking agents competing for high centrality and low degreePhysical Review LettersDetails.
2012Galan“Today I have seen angels in shape of humans:” An Emotional History of the Egyptian Revolution through the Narratives of Female Personal BloggersJournal of International Women's StudiesDetails.
2007Chi, Song, Zhou, Hino & TsengEvolutionary Spectral Clustering by Incorporating Temporal SmoothnessKDD '07Details.
2011Christakis & FowlerExamining Dynamic Social Networks and Human BehaviorStatistics in MedicineDetails.
2012KearnsExperiments in Social ComputationCommunications of the ACMDetails.
2011Gómez-Gardeñes, Gomez, Arenas & MorenoExplosive Synchronization Transitions in Scale-free NetworksPhysical Review LettersDetails.
2007Kimura, Saito & NakanoExtracting Influential Nodes for Information Diffusion on a Social NetworkAAAI'07Details.
2011Gupte, Shankar, Li, Muthukrishnan & IftodeFinding Hierarchy in Directed Online Social NetworksWWW '11Details.
2012Diakopoulos, De Choudhury & NaamanFinding and Assessing Social Media Information Sources in the Context of JournalismCHIDetails.
2003Argamon, Koppel, Fine & ShimoniGender, Genre, and Writing Style in Formal Written TextsTEXTDetails.
2011Herrera, Cosenza, Tucci, & Gonzalez-AvellaGeneral coevolution of topology and dynamics in networksEurophysics LettersDetails.
1992Yates & OrlikowskiGenres of Organizational Communication: A Structurational Approach to Studying
Communication and Media
Academy of ManagementDetails.
2011GreengardSocial Games, Virtual GoodsCommunications of the ACMDetails.
2009Ha-Thuc, Mejova, Harris & SrinivasanEvent Intensity Tracking in Weblog CollectionsAAAI Details.
2011Bollen, Gonçalves, Ruan & Mao Happiness Is Assortative in Online Social NetworksArtificial Life Details.
2012Zamal, Liu & RuthsHomophily and Latent Attribute Inference: Inferring Latent Attributes of Twitter Users from NeighborsAAAI Details.
2010Leydesdorff & RafolsHow Do Emerging Technologies Conquer the World? An Exploration of Patterns of Diffusion and Network FormationCoRRDetails.
2011Recuero, Araujo & ZagoHow does Social Capital affect Retweets?AAAI Details.
2012Vick, Soporan, Lewis & ZurnHybrid Browser / Server Collection of Streaming Social Media Data for Scalable Real-Time AnalysisRAMSSDetails.
2010Mandayam-Comar, Tan & JainIdentifying Cohesive Subgroups and their Correspondences in Multiple Related NetworksIEEE/WIC/ACMDetails.
2012Bauer & LizierIdentifying influential spreaders and efficiently estimating infection numbers in epidemic models: A walk counting approachEPLDetails.
2010Kitsak, Gallos, Havlin, Liljeros, Muchnik, Stanley & MakseIdentification of influential spreaders in complex networksnature physicsDetails.
2007SmithImplicit Affinity NetworksDetails.
2010Hui, Magdon-Ismail, Wallace & GoldbergImportance of Ties in Information DiffusionWINDetails.
2010Hill , Rand, Nowak & ChristakisInfectious Disease Modeling of Social Contagion in
PLOS Computational BiologyDetails.
2011Romero, Galuba, Asur & HubermanInfluence and Passivity in Social MediaWWW '11 Details.
2011Castillo, Mendoza & PobleteInformation Credibility on TwitterWWW '11Details.
2013Popp, MacKean, Casebeer, Milward & LindstromInter-organizational networks. A critical review of the literature to inform practice
2010Tang & LiuLeveraging social media networks for classificationData Min Knowl DiscDetails.
2011Majchrzak & MoreEmergency! Web 2.0 to the Rescue!Communications of the ACMDetails.
2010Etling, Kelly, Faris & PalfreyMapping the Arabic Blogosphere: Politics, Culture, and DissentNew Media & SocietyDetails.
2007Hu, Lim, Sun, Lauw & VuongMeasuring Article Quality in Wikipedia: Models and EvaluationCIKMDetails.
2015Rich, Bickham & ShrierMeasuring Youth Media Exposure: A Multimodal
Method for Investigating the Influence of Media on Digital Natives
American Behavioral ScientistDetails.
2011HouseModelling behavioural contagionInterfaceDetails.
2014Kivelä, Arenas, Barthelemy, Gleeson, Moreno & PorterMultilayer NetworksJournal of Complex NetworksDetails.
2016Bailón & WangNetworked discontent: The anatomy of protest campaigns in social mediaSocial NetworksDetails.
2013VicariNetworks of Contention: The Shape of Online Transnationalism in Early Twenty-First Century Social Movement CoalitionsSocial Movement StudiesDetails.
2011Aral & Van AlstyneNetworks, Information and Brokerage: The Diversity–Bandwidth TradeoffAmerican Journal of SociologyDetails.
1993OliverFormal Models of Collective ActionAnnual Review of SociologyDetails.
2011Sreenivasan, Korniss, Zhang, Lim & SzymanskiSocial consensus through the influence of committed minoritiesPhysical Review Details.
2010Leskovec, Huttenlocher & KleinbergPredicting Positive and Negative Links in Online Social NetworksWWW '10Details.
2016GrumblingPrivacy Research and Best Practices: Summary of a Workshop for the Intelligence CommunityNational Academy of SciencesDetails.
2011Gao, Wang, Barbier & LiuPromoting Coordination for Disaster Relief – From Crowdsourcing to CoordinationSBP 2011Details.
2012Cavaliere, Sedwards, Tarnita , Nowak & Csikász-NagyProsperity is associated with instability in dynamical networksJournal of Theoretical BiologyDetails.
2018Lee, Hon & WonPsychological Proximity as a Predictor of Participation in a Social Media Issue CampaignComputers in Human BehaviorDetails.
2011Moturu & LiuQuantifying the trustworthiness of social media contentDistributed and Parallel DatabasesDetails.
2004Chakrabarti, Zhan & FaloutsosR-MAT: A Recursive Model for Graph MiningSIAMDetails.
2010Bron, Balog & de RijkeRanking Related Entities: Components and AnalysesCIKM '10Details.
2006AgarwalRanking on Graph DataICML '06Details.
2009RexerRexer Analytics 2009 Data Miner Survey ReportRexer AnalyticsDetails.
2015Bagrow, Lehmann & AhnRobustness and modular structure in networksNetwork Science Details.
2011SavageTwitter as Medium and MessageCommunications of the ACMDetails.
2012Messing & WestwoodSelective Exposure in the Age of Social Media: Endorsements Trump Partisan Source Affiliation when Selecting News OnlineCommunication ResearchDetails.
2011Vlieger & LeydesdorffContent Analysis and the Measurement of Meaning:
The Visualization of Frames in Collections of Messages
The Public Journal of SemioticsDetails.
2013Traag, Krings & Van DoorenSignificant Scales in Community StructureScientific ReportsDetails.
2005Robins, Pattison & WoolcockSmall and Other Worlds: Global Network Structures from Local ProcessesAJSDetails.
2012Tufekci & WilsonSocial Media and the Decision to Participate in Political Protest: Observations From Tahrir
Journal of CommunicationDetails.
2010GooslbySocial Media as Crisis Platform: The Future of Community Maps/Crisis MapsACM TISTDetails.
2010Hoppe & ReineltSocial Network Analysis And the Evaluation of Leadership NetworksThe Leadership QuarterlyDetails.
2012Traud, Mucha & PorterSocial Structure of Facebook NetworksPhysicia ADetails.
2012Musiał & KazienkoSocial networks on the InternetWWWDetails.
2011SnijdersStatistical Models for Social NetworksThe Annual Review of SociologyDetails.
2009Roberts & EvertonStrategies for Combating Dark NetworksJournal of Social StructureDetails.
2011BurtStructural Holes in Virtual WorldsSocial Science ResearchDetails.
2011LangleyThe Changing Science of Machine LearningMachine LearningDetails.
2010Aral & Van AlstyneThe Diversity–Bandwidth TradeoffAmerican Journal of SociologyDetails.
2011Shaw, Tsvetkova & DaneshvarThe Effect of Gossip on Social NetworksComplexityDetails.
2007Al-Maskari, Sanderson & CloughThe Relationship between IR Effectiveness Measures and User SatisfactionSIGIR 2007Details.
2010CentolaThe Spread of Behavior in an Online Social Network ExperimentScienceDetails.
2011Noel & NyhanThe “Unfriending” Problem: The Consequences of Homophily in Friendship Retention for Causal Estimates of Social InfluenceSocial NetworksDetails.
2011HarrisonThe ‘Internet of Things’ and ComerceXRDSDetails.
2011Leydesdorff & WelbersThe semantic mapping of words and co-words in contextsJournal of InformetricsDetails.
1978GranovetterThreshold Models of Collective BehaviorAmerican Journal of SociologyDetails.
2010Boyd, Golder & LotanTweet, Tweet, Retweet: Conversational Aspects of Retweeting on TwitterHICSSDetails.
2011Windhagera, Lukas Zenka & FedericobVisual Enterprise Network Analytics - Visualizing Organizational ChangeSocial and Behavioral SciencesDetails.
2008Fushimi, Kawazoe, Saito, Kimura & MotodaWhat Does an Information Diffusion Model Tell about Social Network Structure?PKAWDetails.
2008BellottiWhat are friends for? Elective communities of single peopleSocial NetworksDetails.
2011Keegan, Ahmad, Williams, Srivastava & ContractorWhat Can Gold Farmers Teach Us About Criminal Networks?XRDSDetails.
2006SteadyWomen and Collective Action in Africa. Development, Democratization, and Empowerment, with Special Focus on Sierra LeonepalgraveDetails.
2010XRDSCrowdsourcing Magazine EditionCrossroadsDetails.
2010PierceDigital Future Project 2010USC AnnenbergDetails.
2010Rhee, Sanders & Simpson Future Tense: I, Myself and E-MyselfCommunications of the ACMDetails.
2009Cha, Navarro Perez & HaddadiFlash Floods and Ripples: The Spread of Media Content through the BlogosphereAAAI Details.
2011ObamaInternational Strategy for Cyber SpaceWhite HouseDetails.
2008Pang & LeeOpinion Mining and Sentiment AnalysisnowDetails.
2012Al-Ani, Mark, Chung & JonesThe Egyptian Blogosphere: A Counter-Narrative of the RevolutionCSCWDetails.
2011Batagelj & MrvarPajek - Program for Analysis and Visualization of Large NetworksDetails.
2012Narayanana& ChenResearch on technology standards: Accomplishment and challengesResearch PolicyDetails.
2012Mo & WellmanUnderstanding Sequencing in Social Network CommunicationsOngoing ResearchDetails.
2011LindsaySocial Media and Disasters: Current Uses,
Future Options, and Policy Considerations
Congressional Research ServiceDetails.