Digital Ecology: Coexistence and Domination among Interacting Networks
The overwhelming success of Web 2.0, within which online social networks are key actors, has induced a paradigm shift in the nature of human interactions. The user-driven character of Web 2.0 services has allowed researchers to quantify large-scale social patterns for the first time. However, the me...
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| Vydané v: | Scientific reports Ročník 5; číslo 1; s. 10268 |
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19.05.2015
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| Abstract | The overwhelming success of Web 2.0, within which online social networks are key actors, has induced a paradigm shift in the nature of human interactions. The user-driven character of Web 2.0 services has allowed researchers to quantify large-scale social patterns for the first time. However, the mechanisms that determine the fate of networks at the system level are still poorly understood. For instance, the simultaneous existence of multiple digital services naturally raises questions concerning which conditions these services can coexist under. Analogously to the case of population dynamics, the digital world forms a complex ecosystem of interacting networks. The fitness of each network depends on its capacity to attract and maintain users’ attention, which constitutes a limited resource. In this paper, we introduce an ecological theory of the digital world which exhibits stable coexistence of several networks as well as the dominance of an individual one, in contrast to the competitive exclusion principle. Interestingly, our theory also predicts that the most probable outcome is the coexistence of a moderate number of services, in agreement with empirical observations. |
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| AbstractList | The overwhelming success of Web 2.0, within which online social networks are key actors, has induced a paradigm shift in the nature of human interactions. The user-driven character of Web 2.0 services has allowed researchers to quantify large-scale social patterns for the first time. However, the mechanisms that determine the fate of networks at the system level are still poorly understood. For instance, the simultaneous existence of multiple digital services naturally raises questions concerning which conditions these services can coexist under. Analogously to the case of population dynamics, the digital world forms a complex ecosystem of interacting networks. The fitness of each network depends on its capacity to attract and maintain users’ attention, which constitutes a limited resource. In this paper, we introduce an ecological theory of the digital world which exhibits stable coexistence of several networks as well as the dominance of an individual one, in contrast to the competitive exclusion principle. Interestingly, our theory also predicts that the most probable outcome is the coexistence of a moderate number of services, in agreement with empirical observations. |
| ArticleNumber | 10268 |
| Author | Kleineberg, Kaj-Kolja Boguñá, Marián |
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| BackLink | https://www.ncbi.nlm.nih.gov/pubmed/25988318$$D View this record in MEDLINE/PubMed |
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| Cites_doi | 10.1126/science.286.5439.509 10.1103/PhysRevE.83.056109 10.1890/06-1117 10.1103/PhysRevLett.86.5632 10.1126/science.131.3409.1292 10.1007/978-3-642-66784-8 10.1103/PhysRevLett.112.048701 10.1073/pnas.0914572107 10.1073/pnas.1313895111 10.1126/science.1215842 10.1371/journal.pone.0064679 10.1073/pnas.0606779104 10.1145/2684822.2685312 10.1103/PhysRevE.63.062101 10.1086/282171 10.1103/RevModPhys.81.591 10.1016/S0022-5193(03)00028-6 10.1103/PhysRevE.67.056104 10.1016/0040-5809(80)90059-3 10.1007/BF02883148 10.1038/nature11421 10.1038/srep00335 10.1038/nature11459 10.1017/CBO9780511791383 10.1126/science.1165821 10.1371/journal.pone.0092413 10.1103/PhysRevLett.96.218701 10.1145/2566486.2567984 10.1103/PhysRevLett.89.258702 |
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| References | KleinebergK-KBoguñáMEvolution of the digital society reveals balance between viral and mass media influencePhys. Rev. X.20144031046 CaldarelliGCapocciARiosPDLMuñozMAScale-Free Networks from Varying Vertex Intrinsic FitnessPhys. Rev. Lett.2002892587021:STN:280:DC%2BD38jitl2ktg%3D%3D2002PhRvL..89y8702C10.1103/PhysRevLett.89.258702 WengLFlamminiAVespignaniAMenczerFCompetition among memes in a world with limited attentionSci. Rep.201223351:STN:280:DC%2BC38rgvFSktg%3D%3D2012NatSR...2E.335W10.1038/srep00335 Kemp, S. Global digital statshot 001. http://wearesocial.net/tag/sdmw/ (2014, Date of access: 11/01/2015). Ribeiro, B. & Faloutsos, C. Modeling Website Popularity Competition in the Attention-Activity Marketplace. arXiv:1403.0600 (2014). Barrat, A., Barthlemy, M. & Vespignani, A. Dynamical Processes on Complex Networks (Cambridge University Press, New York, NY, USA, 2008). CastellanoCFortunatoS& Loreto, V. Statistical physics of social dynamicsRev. Mod. Phys.2009815916462009RvMP...81..591C10.1103/RevModPhys.81.591 Garcia-HerranzMMoroECebrianMChristakisNAFowlerJHUsing friends as sensors to detect global-scale contagious outbreaksPLoS ONE20149e924132014PLoSO...992413G10.1371/journal.pone.0092413 HardinGThe competitive exclusion principleScience1960131129212971:STN:280:DyaF3c7lt1ehsg%3D%3D1960Sci...131.1292H10.1126/science.131.3409.1292 FortunatoSFlamminiAMenczerFScale-Free Network Growth by RankingPhys. Rev. Lett.2006962187012006PhRvL..96u8701F10.1103/PhysRevLett.96.218701 ZhaoKStehléJBianconiGBarratASocial network dynamics of face-to-face interactionsPhys. Rev. E.2011830561092011PhRvE..83e6109Z10.1103/PhysRevE.83.056109 PapadopoulosFKitsakMSerranoMBoguñáMKrioukovDPopularity versus Similarity in Growing NetworksNature20124895375401:CAS:528:DC%2BC38Xhtlertb3I2012Natur.489..537P10.1038/nature11459 GleesonJPWardJAO’SullivanKPLeeWTCompetition-induced criticality in a model of meme popularityPhys. Rev. Lett.20141120487012014PhRvL.112d8701G10.1103/PhysRevLett.112.048701 BianconiGBarabásiA-LBose-Einstein Condensation in Complex NetworksPhys. Rev. Lett.200186563256351:CAS:528:DC%2BD3MXktl2ntb4%3D2001PhRvL..86.5632B10.1103/PhysRevLett.86.5632 OnnelaJ-PReed-TsochasFSpontaneous emergence of social influence in online systemsProc. Natl. Acad. Sci. USA201010718375183801:CAS:528:DC%2BC3cXhtl2ktrzE2010PNAS..10718375O10.1073/pnas.0914572107 Pastor-SatorrasRSmithESoleRVEvolving protein interaction networks through gene duplicationJ. Theor. Biol.20032221992101:CAS:528:DC%2BD3sXjt1Ojtbc%3D207021410.1016/S0022-5193(03)00028-6 AralSWalkerDIdentifying influential and susceptible members of social networksScience20123373373411:CAS:528:DC%2BC38XhtVOisrrK2012Sci...337..337A298600010.1126/science.1215842 D’SouzaRMBorgsCChayesJTBergerNKleinbergRDEmergence of tempered preferential attachment from optimizationProc. Natl. Acad. Sci. USA2007104611272007PNAS..104.6112D10.1073/pnas.0606779104 BorgattiSPMehraABrassDJLabiancaGNetwork analysis in the social sciencesScience20093238928951:CAS:528:DC%2BD1MXhslSgsbY%3D2009Sci...323..892B10.1126/science.1165821 BarabásiA-LAlbertREmergence of scaling in random networksScience19992865095121999Sci...286..509B209163410.1126/science.286.5439.509 GleesonJPCellaiDOnnelaJ-PPorterMAReed-TsochasFA simple generative model of collective online behaviorProc. Natl. Acad. Sci. USA201411110411104151:CAS:528:DC%2BC2cXhtFCns77O2014PNAS..11110411G10.1073/pnas.1313895111 Brenner, J. & Smith, A. 72% of online adults are social networking site users. Pew Research Internet Project (2013, Date of access: 11/01/2015). Ribeiro, B. Modeling and predicting the growth and death of membership-based websites. Presented at: 23rd International Conference on World Wide Web, WWW’ 14. Place of publication: Proceedings of the 23rd International Conference on World Wide Web, WWW’ 14, pp. 653–664 (2014). Vazquez, F., González-Avella, J. C., Eguíluz, V. M. & San Miguel, M. In Applications of Nonlinear Dynamics, 189–199 (2009). HastingsADisturbance, coexistence, history and competition for spaceTheoretical population biology19801836337362063410.1016/0040-5809(80)90059-3 PalmerMWVariation in species richness: towards a unification of hypothesesFolia Geobot Phytotaxon19942951153010.1007/BF02883148 ConoverMDFerraraEMenczerFFlamminiAThe digital evolution of occupy wall streetPLoS ONE20138e646791:CAS:528:DC%2BC3sXpsFenu7k%3D2013PLoSO...864679C10.1371/journal.pone.0064679 VázquezAGrowing network with local rules: Preferential attachment, clustering hierarchy and degree correlationsPhys. Rev. E.2003670561042003PhRvE..67e6104V10.1103/PhysRevE.67.056104 HutchinsonGEThe paradox of the planktonThe American Naturalist19619513714510.1086/282171 DorogovtsevSNMendesJSamukhinASize-dependent degree distribution of a scale-free growing networkPhys. Rev. E.2001630621011:STN:280:DC%2BD38%2FhsFyksw%3D%3D2001PhRvE..63f2101D10.1103/PhysRevE.63.062101 BondRMA 61-million-person experiment in social influence and political mobilizationNature201248929581:CAS:528:DC%2BC38Xhtleru77F2012Natur.489..295B10.1038/nature11421 Takac, L. & Zabovsky, M. Data analysis in public social networks. Presented at: International Scientific Conference and International Workshop Present Day Trends of Innovations (2012). Place of publication: International Scientific Conference and International Workshop Present Day Trends of Innovations, pp. 1–6 (2012). Haken, H. Synergetics, An introduction (Springer: Verlag,, 1977). CadotteMWCompetition-colonization trade-offs and disturbance effects at multiple scalesEcology20078482382910.1890/06-1117 Wikipedia. List of social networking websites (Date of access: 11/01/2015). MD Conover (BFsrep10268_CR10) 2013; 8 MW Cadotte (BFsrep10268_CR18) 2007; 84 K-K Kleineberg (BFsrep10268_CR13) 2014; 4 MW Palmer (BFsrep10268_CR19) 1994; 29 A-L Barabási (BFsrep10268_CR22) 1999; 286 R Pastor-Satorras (BFsrep10268_CR27) 2003; 222 S Aral (BFsrep10268_CR6) 2012; 337 JP Gleeson (BFsrep10268_CR33) 2014; 111 GE Hutchinson (BFsrep10268_CR16) 1961; 95 J-P Onnela (BFsrep10268_CR5) 2010; 107 SN Dorogovtsev (BFsrep10268_CR23) 2001; 63 G Bianconi (BFsrep10268_CR24) 2001; 86 L Weng (BFsrep10268_CR31) 2012; 2 SP Borgatti (BFsrep10268_CR4) 2009; 323 BFsrep10268_CR20 RM D’Souza (BFsrep10268_CR29) 2007; 104 BFsrep10268_CR21 S Fortunato (BFsrep10268_CR28) 2006; 96 M Garcia-Herranz (BFsrep10268_CR7) 2014; 9 C Castellano (BFsrep10268_CR12) 2009; 81 JP Gleeson (BFsrep10268_CR32) 2014; 112 F Papadopoulos (BFsrep10268_CR30) 2012; 489 A Hastings (BFsrep10268_CR17) 1980; 18 K Zhao (BFsrep10268_CR9) 2011; 83 BFsrep10268_CR8 BFsrep10268_CR1 BFsrep10268_CR2 RM Bond (BFsrep10268_CR3) 2012; 489 G Hardin (BFsrep10268_CR14) 1960; 131 BFsrep10268_CR11 A Vázquez (BFsrep10268_CR26) 2003; 67 BFsrep10268_CR35 BFsrep10268_CR34 BFsrep10268_CR15 G Caldarelli (BFsrep10268_CR25) 2002; 89 26226278 - Sci Rep. 2015;5:12248 |
| References_xml | – reference: Takac, L. & Zabovsky, M. Data analysis in public social networks. Presented at: International Scientific Conference and International Workshop Present Day Trends of Innovations (2012). Place of publication: International Scientific Conference and International Workshop Present Day Trends of Innovations, pp. 1–6 (2012). – reference: GleesonJPWardJAO’SullivanKPLeeWTCompetition-induced criticality in a model of meme popularityPhys. Rev. Lett.20141120487012014PhRvL.112d8701G10.1103/PhysRevLett.112.048701 – reference: Brenner, J. & Smith, A. 72% of online adults are social networking site users. Pew Research Internet Project (2013, Date of access: 11/01/2015). – reference: Pastor-SatorrasRSmithESoleRVEvolving protein interaction networks through gene duplicationJ. Theor. Biol.20032221992101:CAS:528:DC%2BD3sXjt1Ojtbc%3D207021410.1016/S0022-5193(03)00028-6 – reference: CadotteMWCompetition-colonization trade-offs and disturbance effects at multiple scalesEcology20078482382910.1890/06-1117 – reference: BorgattiSPMehraABrassDJLabiancaGNetwork analysis in the social sciencesScience20093238928951:CAS:528:DC%2BD1MXhslSgsbY%3D2009Sci...323..892B10.1126/science.1165821 – reference: FortunatoSFlamminiAMenczerFScale-Free Network Growth by RankingPhys. Rev. Lett.2006962187012006PhRvL..96u8701F10.1103/PhysRevLett.96.218701 – reference: AralSWalkerDIdentifying influential and susceptible members of social networksScience20123373373411:CAS:528:DC%2BC38XhtVOisrrK2012Sci...337..337A298600010.1126/science.1215842 – reference: ConoverMDFerraraEMenczerFFlamminiAThe digital evolution of occupy wall streetPLoS ONE20138e646791:CAS:528:DC%2BC3sXpsFenu7k%3D2013PLoSO...864679C10.1371/journal.pone.0064679 – reference: Kemp, S. Global digital statshot 001. http://wearesocial.net/tag/sdmw/ (2014, Date of access: 11/01/2015). – reference: OnnelaJ-PReed-TsochasFSpontaneous emergence of social influence in online systemsProc. Natl. Acad. Sci. USA201010718375183801:CAS:528:DC%2BC3cXhtl2ktrzE2010PNAS..10718375O10.1073/pnas.0914572107 – reference: HastingsADisturbance, coexistence, history and competition for spaceTheoretical population biology19801836337362063410.1016/0040-5809(80)90059-3 – reference: BarabásiA-LAlbertREmergence of scaling in random networksScience19992865095121999Sci...286..509B209163410.1126/science.286.5439.509 – reference: CastellanoCFortunatoS& Loreto, V. Statistical physics of social dynamicsRev. Mod. Phys.2009815916462009RvMP...81..591C10.1103/RevModPhys.81.591 – reference: KleinebergK-KBoguñáMEvolution of the digital society reveals balance between viral and mass media influencePhys. Rev. X.20144031046 – reference: Haken, H. Synergetics, An introduction (Springer: Verlag,, 1977). – reference: D’SouzaRMBorgsCChayesJTBergerNKleinbergRDEmergence of tempered preferential attachment from optimizationProc. Natl. Acad. Sci. USA2007104611272007PNAS..104.6112D10.1073/pnas.0606779104 – reference: HutchinsonGEThe paradox of the planktonThe American Naturalist19619513714510.1086/282171 – reference: BondRMA 61-million-person experiment in social influence and political mobilizationNature201248929581:CAS:528:DC%2BC38Xhtleru77F2012Natur.489..295B10.1038/nature11421 – reference: Wikipedia. List of social networking websites (Date of access: 11/01/2015). – reference: Ribeiro, B. & Faloutsos, C. Modeling Website Popularity Competition in the Attention-Activity Marketplace. arXiv:1403.0600 (2014). – reference: HardinGThe competitive exclusion principleScience1960131129212971:STN:280:DyaF3c7lt1ehsg%3D%3D1960Sci...131.1292H10.1126/science.131.3409.1292 – reference: GleesonJPCellaiDOnnelaJ-PPorterMAReed-TsochasFA simple generative model of collective online behaviorProc. Natl. Acad. Sci. USA201411110411104151:CAS:528:DC%2BC2cXhtFCns77O2014PNAS..11110411G10.1073/pnas.1313895111 – reference: Ribeiro, B. Modeling and predicting the growth and death of membership-based websites. Presented at: 23rd International Conference on World Wide Web, WWW’ 14. Place of publication: Proceedings of the 23rd International Conference on World Wide Web, WWW’ 14, pp. 653–664 (2014). – reference: PalmerMWVariation in species richness: towards a unification of hypothesesFolia Geobot Phytotaxon19942951153010.1007/BF02883148 – reference: PapadopoulosFKitsakMSerranoMBoguñáMKrioukovDPopularity versus Similarity in Growing NetworksNature20124895375401:CAS:528:DC%2BC38Xhtlertb3I2012Natur.489..537P10.1038/nature11459 – reference: Vazquez, F., González-Avella, J. C., Eguíluz, V. M. & San Miguel, M. In Applications of Nonlinear Dynamics, 189–199 (2009). – reference: DorogovtsevSNMendesJSamukhinASize-dependent degree distribution of a scale-free growing networkPhys. Rev. E.2001630621011:STN:280:DC%2BD38%2FhsFyksw%3D%3D2001PhRvE..63f2101D10.1103/PhysRevE.63.062101 – reference: ZhaoKStehléJBianconiGBarratASocial network dynamics of face-to-face interactionsPhys. Rev. E.2011830561092011PhRvE..83e6109Z10.1103/PhysRevE.83.056109 – reference: Garcia-HerranzMMoroECebrianMChristakisNAFowlerJHUsing friends as sensors to detect global-scale contagious outbreaksPLoS ONE20149e924132014PLoSO...992413G10.1371/journal.pone.0092413 – reference: Barrat, A., Barthlemy, M. & Vespignani, A. Dynamical Processes on Complex Networks (Cambridge University Press, New York, NY, USA, 2008). – reference: VázquezAGrowing network with local rules: Preferential attachment, clustering hierarchy and degree correlationsPhys. Rev. E.2003670561042003PhRvE..67e6104V10.1103/PhysRevE.67.056104 – reference: CaldarelliGCapocciARiosPDLMuñozMAScale-Free Networks from Varying Vertex Intrinsic FitnessPhys. Rev. Lett.2002892587021:STN:280:DC%2BD38jitl2ktg%3D%3D2002PhRvL..89y8702C10.1103/PhysRevLett.89.258702 – reference: BianconiGBarabásiA-LBose-Einstein Condensation in Complex NetworksPhys. Rev. Lett.200186563256351:CAS:528:DC%2BD3MXktl2ntb4%3D2001PhRvL..86.5632B10.1103/PhysRevLett.86.5632 – reference: WengLFlamminiAVespignaniAMenczerFCompetition among memes in a world with limited attentionSci. Rep.201223351:STN:280:DC%2BC38rgvFSktg%3D%3D2012NatSR...2E.335W10.1038/srep00335 – volume: 286 start-page: 509 year: 1999 ident: BFsrep10268_CR22 publication-title: Science doi: 10.1126/science.286.5439.509 – volume: 83 start-page: 056109 year: 2011 ident: BFsrep10268_CR9 publication-title: Phys. Rev. E. doi: 10.1103/PhysRevE.83.056109 – volume: 84 start-page: 823 year: 2007 ident: BFsrep10268_CR18 publication-title: Ecology doi: 10.1890/06-1117 – volume: 86 start-page: 5632 year: 2001 ident: BFsrep10268_CR24 publication-title: Phys. Rev. Lett. doi: 10.1103/PhysRevLett.86.5632 – volume: 131 start-page: 1292 year: 1960 ident: BFsrep10268_CR14 publication-title: Science doi: 10.1126/science.131.3409.1292 – ident: BFsrep10268_CR15 doi: 10.1007/978-3-642-66784-8 – volume: 112 start-page: 048701 year: 2014 ident: BFsrep10268_CR32 publication-title: Phys. Rev. Lett. doi: 10.1103/PhysRevLett.112.048701 – volume: 107 start-page: 18375 year: 2010 ident: BFsrep10268_CR5 publication-title: Proc. Natl. Acad. Sci. USA doi: 10.1073/pnas.0914572107 – volume: 111 start-page: 10411 year: 2014 ident: BFsrep10268_CR33 publication-title: Proc. Natl. Acad. Sci. USA doi: 10.1073/pnas.1313895111 – volume: 337 start-page: 337 year: 2012 ident: BFsrep10268_CR6 publication-title: Science doi: 10.1126/science.1215842 – volume: 8 start-page: e64679 year: 2013 ident: BFsrep10268_CR10 publication-title: PLoS ONE doi: 10.1371/journal.pone.0064679 – volume: 104 start-page: 6112 year: 2007 ident: BFsrep10268_CR29 publication-title: Proc. Natl. Acad. Sci. USA doi: 10.1073/pnas.0606779104 – ident: BFsrep10268_CR2 – ident: BFsrep10268_CR20 doi: 10.1145/2684822.2685312 – volume: 63 start-page: 062101 year: 2001 ident: BFsrep10268_CR23 publication-title: Phys. Rev. E. doi: 10.1103/PhysRevE.63.062101 – volume: 95 start-page: 137 year: 1961 ident: BFsrep10268_CR16 publication-title: The American Naturalist doi: 10.1086/282171 – ident: BFsrep10268_CR34 – ident: BFsrep10268_CR11 – volume: 81 start-page: 591 year: 2009 ident: BFsrep10268_CR12 publication-title: Rev. Mod. Phys. doi: 10.1103/RevModPhys.81.591 – volume: 4 start-page: 031046 year: 2014 ident: BFsrep10268_CR13 publication-title: Phys. Rev. X. – volume: 222 start-page: 199 year: 2003 ident: BFsrep10268_CR27 publication-title: J. Theor. Biol. doi: 10.1016/S0022-5193(03)00028-6 – volume: 67 start-page: 056104 year: 2003 ident: BFsrep10268_CR26 publication-title: Phys. Rev. E. doi: 10.1103/PhysRevE.67.056104 – volume: 18 start-page: 363 year: 1980 ident: BFsrep10268_CR17 publication-title: Theoretical population biology doi: 10.1016/0040-5809(80)90059-3 – volume: 29 start-page: 511 year: 1994 ident: BFsrep10268_CR19 publication-title: Folia Geobot Phytotaxon doi: 10.1007/BF02883148 – volume: 489 start-page: 295 year: 2012 ident: BFsrep10268_CR3 publication-title: Nature doi: 10.1038/nature11421 – volume: 2 start-page: 335 year: 2012 ident: BFsrep10268_CR31 publication-title: Sci. Rep. doi: 10.1038/srep00335 – ident: BFsrep10268_CR21 – volume: 489 start-page: 537 year: 2012 ident: BFsrep10268_CR30 publication-title: Nature doi: 10.1038/nature11459 – ident: BFsrep10268_CR8 doi: 10.1017/CBO9780511791383 – volume: 323 start-page: 892 year: 2009 ident: BFsrep10268_CR4 publication-title: Science doi: 10.1126/science.1165821 – volume: 9 start-page: e92413 year: 2014 ident: BFsrep10268_CR7 publication-title: PLoS ONE doi: 10.1371/journal.pone.0092413 – volume: 96 start-page: 218701 year: 2006 ident: BFsrep10268_CR28 publication-title: Phys. Rev. Lett. doi: 10.1103/PhysRevLett.96.218701 – ident: BFsrep10268_CR35 doi: 10.1145/2566486.2567984 – ident: BFsrep10268_CR1 – volume: 89 start-page: 258702 year: 2002 ident: BFsrep10268_CR25 publication-title: Phys. Rev. Lett. doi: 10.1103/PhysRevLett.89.258702 – reference: 26226278 - Sci Rep. 2015;5:12248 |
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| Title | Digital Ecology: Coexistence and Domination among Interacting Networks |
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