IDEAS home Printed from https://ideas.repec.org/a/eee/chsofr/v119y2019icp73-85.html

Modeling the evolution of interaction behavior in social networks: A dynamic relational event approach for real-time analysis

Author

Listed:
  • Mulder, Joris
  • Leenders, Roger Th.A.J.

Abstract

There has been an increasing interest in understanding how social networks evolve over time. The study of network dynamics is often based on modeling the transition of a (small) number of snapshots of the network observations. The approach however is not suitable for analyzing networks of event streams where edges are constantly changing in frequency, strength, sentiment, or type in real time.

Suggested Citation

  • Mulder, Joris & Leenders, Roger Th.A.J., 2019. "Modeling the evolution of interaction behavior in social networks: A dynamic relational event approach for real-time analysis," Chaos, Solitons & Fractals, Elsevier, vol. 119(C), pages 73-85.
    • Handle: RePEc:eee:chsofr:v:119:y:2019:i:c:p:73-85
    DOI: 10.1016/j.chaos.2018.11.027
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0960077918303539
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.chaos.2018.11.027?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to

    for a different version of it.

    References listed on IDEAS

    as
    1. Brenner, M. Harvey, 2017. "Small networks, evolution of knowledge and species longevity: Theoretical integration and empirical test," Chaos, Solitons & Fractals, Elsevier, vol. 104(C), pages 314-322.
    2. Udo Zander & Bruce Kogut, 1995. "Knowledge and the Speed of the Transfer and Imitation of Organizational Capabilities: An Empirical Test," Organization Science, INFORMS, vol. 6(1), pages 76-92, February.
    3. Yang-Yu Liu & Jean-Jacques Slotine & Albert-László Barabási, 2011. "Controllability of complex networks," Nature, Nature, vol. 473(7346), pages 167-173, May.
    4. Teppo Felin & Steve W. J. Kozlowski & Georgia T. Chao, 2012. "The Dynamics of Emergence: Cognition and Cohesion in Work Teams," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 33(5-6), pages 335-354, July.
    5. Hoegl, Martin & Proserpio, Luigi, 2004. "Team member proximity and teamwork in innovative projects," Research Policy, Elsevier, vol. 33(8), pages 1153-1165, October.
    6. Peter R. Monge, 1990. "Theoretical and Analytical Issues in Studying Organizational Processes," Organization Science, INFORMS, vol. 1(4), pages 406-430, November.
    7. Mulder, Joris, 2014. "Prior adjusted default Bayes factors for testing (in)equality constrained hypotheses," Computational Statistics & Data Analysis, Elsevier, vol. 71(C), pages 448-463.
    8. Pavel N. Krivitsky & Mark S. Handcock, 2014. "A separable model for dynamic networks," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 76(1), pages 29-46, January.
    9. Benjamin Blonder & Anna Dornhaus, 2011. "Time-Ordered Networks Reveal Limitations to Information Flow in Ant Colonies," PLOS ONE, Public Library of Science, vol. 6(5), pages 1-8, May.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Rumana Lakdawala & Joris Mulder & Roger Leenders, 2025. "Simulating relational event history data: why and how," Journal of Computational Social Science, Springer, vol. 8(4), pages 1-47, November.
    2. Fabio Vieira & Roger Leenders & Joris Mulder, 2024. "Fast meta-analytic approximations for relational event models: applications to data streams and multilevel data," Journal of Computational Social Science, Springer, vol. 7(2), pages 1823-1859, October.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Tom Broekel & Marcel Bednarz, 2018. "Disentangling link formation and dissolution in spatial networks: An Application of a Two-Mode STERGM to a Project-Based R&D Network in the German Biotechnology Industry," Networks and Spatial Economics, Springer, vol. 18(3), pages 677-704, September.
    2. Aming Li & Yang-Yu Liu, 2020. "Controlling Network Dynamics," Advances in Complex Systems (ACS), World Scientific Publishing Co. Pte. Ltd., vol. 22(07n08), pages 1-19, February.
    3. Duxbury, Scott W, 2018. "Diagnosing Multicollinearity in Exponential Random Graph Models," SocArXiv 2tgm7, Center for Open Science.
    4. Felipe A. Csaszar & Nicolaj Siggelkow, 2010. "How Much to Copy? Determinants of Effective Imitation Breadth," Organization Science, INFORMS, vol. 21(3), pages 661-676, June.
    5. Hao, Xiaoqing & An, Haizhong & Jiang, Meihui & Sun, Xiaoqi, 2024. "Supply shock propagation in the multi-layer network of global steel product chain: Additive effect of trade and production," Resources Policy, Elsevier, vol. 89(C).
    6. Chao, Xiangrui & Ran, Qin & Chen, Jia & Li, Tie & Qian, Qian & Ergu, Daji, 2022. "Regulatory technology (Reg-Tech) in financial stability supervision: Taxonomy, key methods, applications and future directions," International Review of Financial Analysis, Elsevier, vol. 80(C).
    7. Maurizio Zollo, 1998. "Strategies or Routines ? Knowledge Codification, Path-Dependence and the Evolution of Post-Acquisition Integration Practices in the U.S. Banking Industry," Center for Financial Institutions Working Papers 97-10, Wharton School Center for Financial Institutions, University of Pennsylvania.
    8. Avimanyu Datta, 2016. "Antecedents To Radical Innovations: A Longitudinal Look At Firms In The Information Technology Industry By Aggregation Of Patents," International Journal of Innovation Management (ijim), World Scientific Publishing Co. Pte. Ltd., vol. 20(07), pages 1-31, October.
    9. Yildiz, H. Emre & Murtic, Adis & Zander, Udo, 2024. "Re-conceptualizing absorptive capacity: The importance of teams as a meso-level context," Technological Forecasting and Social Change, Elsevier, vol. 199(C).
    10. Wu, Zhenxing & Lu, Xi & Deng, Yong, 2015. "Image edge detection based on local dimension: A complex networks approach," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 440(C), pages 9-18.
    11. Wei, Bo & Liu, Jie & Wei, Daijun & Gao, Cai & Deng, Yong, 2015. "Weighted k-shell decomposition for complex networks based on potential edge weights," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 420(C), pages 277-283.
    12. Robert P. Garrett Jr. & Jeffrey G. Covin, 2015. "Internal Corporate Venture Operations Independence and Performance: A Knowledge–Based Perspective," Entrepreneurship Theory and Practice, , vol. 39(4), pages 763-790, July.
    13. Fascia, Michael, 2019. "Knowledge transfer structures," OSF Preprints x394t, Center for Open Science.
    14. Holger Graf, 2013. "Inventor Networks in Emerging Key Technologies: Information Technology vs. Semiconductors," Economic Complexity and Evolution, in: Guido Buenstorf & Uwe Cantner & Horst Hanusch & Michael Hutter & Hans-Walter Lorenz & Fritz Rahmeyer (ed.), The Two Sides of Innovation, edition 127, pages 55-76, Springer.
    15. Chang, Sungyong & Kim, Hyunseob & Song, Jaeyong & Lee, Keun, 2024. "Dynamics of imitation versus innovation in technological leadership change: Latecomers’ catch-up strategies in diverse technological regimes," Research Policy, Elsevier, vol. 53(9).
    16. Sasmita Palo & Linu Charles, 2015. "Investigating Factors Affecting Knowledge Sharing Intention of Salespeople," Management and Labour Studies, XLRI Jamshedpur, School of Business Management & Human Resources, vol. 40(3-4), pages 302-324, August.
    17. Holm, Morten & Kumar, V. & Plenborg, Thomas, 2016. "An investigation of Customer Accounting systems as a source of sustainable competitive advantage," Advances in accounting, Elsevier, vol. 32(C), pages 18-30.
    18. Haeussler, Carolin, 2009. "The Economics of Knowledge Regulation: An Empirical Analysis of Knowledge Flows," Discussion Papers in Business Administration 8971, University of Munich, Munich School of Management.
    19. Per Block & Christoph Stadtfeld & Tom A. B. Snijders, 2019. "Forms of Dependence: Comparing SAOMs and ERGMs From Basic Principles," Sociological Methods & Research, , vol. 48(1), pages 202-239, February.
    20. A. Emre Demirci, 2013. "Strategic Representation of an Abstract Reality: Spiraling Relations between Organizational Culture and Innovativeness," Journal of Management and Strategy, Journal of Management and Strategy, Sciedu Press, vol. 4(3), pages 39-55, August.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;
    ;
    ;
    ;

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:chsofr:v:119:y:2019:i:c:p:73-85. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Thayer, Thomas R. (email available below). General contact details of provider: https://www.journals.elsevier.com/chaos-solitons-and-fractals .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.