IDEAS home Printed from https://ideas.repec.org/a/wsi/ijmpcx/v17y2006i07ns012918310600976x.html
   My bibliography  Save this article

Community Finding In Complex Networks

Author

Listed:
  • XIANGJUN SHEN

    (Department of Automation, University of Science and Technology of China, Hefei, Anhui, 230027, China;
    Department of Rado Engineering, Southeast University, Nanjing, Jiangsu, 210096, China)

  • ZENGFU WANG

    (Department of Automation, University of Science and Technology of China, Hefei, Anhui, 230027, China)

  • LENAN WU

    (Department of Automation, Department of Radio Engineering, Southeast University, Nanjing, Jiangsu, 210096, China)

Abstract

The investigation of community structures in complex networks is an important issue in many domains and disciplines. In this paper, we propose a novel method to address the problem based on evaluation of the community structure. By testing the proposed algorithm on artificial and real-world networks, experimental results demonstrate that our approach is both accurate and fast. Our algorithm may shed light on uncovering the universal principles of network architectures and topologies.

Suggested Citation

  • Xiangjun Shen & Zengfu Wang & Lenan Wu, 2006. "Community Finding In Complex Networks," International Journal of Modern Physics C (IJMPC), World Scientific Publishing Co. Pte. Ltd., vol. 17(07), pages 1055-1066.
    • Handle: RePEc:wsi:ijmpcx:v:17:y:2006:i:07:n:s012918310600976x
    DOI: 10.1142/S012918310600976X
    as

    Download full text from publisher

    File URL: http://www.worldscientific.com/doi/abs/10.1142/S012918310600976X
    Download Restriction: Access to full text is restricted to subscribers
    File URL: https://libkey.io/10.1142/S012918310600976X?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 search for a different version of it.

    References listed on IDEAS

    as
    1. Unknown, 2004. "Jim McDonald," Amber Waves:The Economics of Food, Farming, Natural Resources, and Rural America, United States Department of Agriculture, Economic Research Service, pages 1-1, November.
    2. van Damme, E.E.C., 2004. "Vrije stroom," Other publications TiSEM 47fab04d-748f-41a1-9262-a, Tilburg University, School of Economics and Management.
    3. van Damme, E.E.C., 2004. "Vrijheid om te groeien," Other publications TiSEM d56a8a27-420c-4964-bb94-3, Tilburg University, School of Economics and Management.
    4. van Damme, E.E.C., 2004. "Dief van je eigen portemonnee," Other publications TiSEM f6d289eb-f4b4-41d3-85f4-d, Tilburg University, School of Economics and Management.
    5. anonymous, 2004. "Job picture bright for some District states," Western economic developments, Federal Reserve Bank of San Francisco, issue Mar, pages 1-3.
    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. Xingyuan Wang & Xiaomeng Qin, 2017. "Detecting communities by asymmetric intimacy in directed-weighted network," International Journal of Modern Physics C (IJMPC), World Scientific Publishing Co. Pte. Ltd., vol. 28(01), pages 1-14, January.

    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. Carlo Piccardi & Lisa Calatroni & Fabio Bertoni, 2011. "Clustering Financial Time Series By Network Community Analysis," International Journal of Modern Physics C (IJMPC), World Scientific Publishing Co. Pte. Ltd., vol. 22(01), pages 35-50.
    2. Pravakar Sahoo & Rajiv Kumar, 2011. "The Impact Of Commodity Transaction Tax On Futures Trading In India: An Ex-Ante Analysis," The Singapore Economic Review (SER), World Scientific Publishing Co. Pte. Ltd., vol. 56(03), pages 423-440.
    3. Tor Helge Aas, 2010. "Implementing A Value Assessment Tool For Service Innovation Ideas," International Journal of Innovation Management (ijim), World Scientific Publishing Co. Pte. Ltd., vol. 14(06), pages 1149-1167.
    4. Guoqiang Lin & Zengru Di & Ying Fan, 2014. "Cascading failures in complex networks with community structure," International Journal of Modern Physics C (IJMPC), World Scientific Publishing Co. Pte. Ltd., vol. 25(05), pages 1-10.
    5. Dongxiao He & Jie Liu & Bo Yang & Yuxiao Huang & Dayou Liu & Di Jin, 2012. "An Ant-Based Algorithm With Local Optimization For Community Detection In Large-Scale Networks," Advances in Complex Systems (ACS), World Scientific Publishing Co. Pte. Ltd., vol. 15(08), pages 1-26.
    6. Andrea Guazzini & Daniele Vilone & Franco Bagnoli & Timoteo Carletti & Rosapia Lauro Grotto, 2012. "Cognitive Network Structure: An Experimental Study," Advances in Complex Systems (ACS), World Scientific Publishing Co. Pte. Ltd., vol. 15(06), pages 1-15.
    7. F. A. RODRIGUES & G. TRAVIESO & L. da F. COSTA, 2007. "Fast Community Identification By Hierarchical Growth," International Journal of Modern Physics C (IJMPC), World Scientific Publishing Co. Pte. Ltd., vol. 18(06), pages 937-947.
    8. Marco Tomassini & Enea Pestelacci & Leslie Luthi, 2007. "Social Dilemmas And Cooperation In Complex Networks," International Journal of Modern Physics C (IJMPC), World Scientific Publishing Co. Pte. Ltd., vol. 18(07), pages 1173-1185.
    9. Yung-Hsiang Lu & Yung-Ho Chiu & Ching-Ren Chiu & Yu-Chiao Hung, 2014. "Two-Stage Efficiency Measurement And Technological Heterogeneity: Evidence From The Biotechnological Industry In Taiwan," Asia-Pacific Journal of Operational Research (APJOR), World Scientific Publishing Co. Pte. Ltd., vol. 31(01), pages 1-19.
    10. Wong Hock Tsen, 2014. "The Real Exchange Rate Determination: Empirical Evidence From Malaysia," The Singapore Economic Review (SER), World Scientific Publishing Co. Pte. Ltd., vol. 59(02), pages 1-19.
    11. Zhuo Sun & Jianfeng Zheng & Hongtao Hu, 2012. "Finding Community Structure In Spatial Maritime Shipping Networks," International Journal of Modern Physics C (IJMPC), World Scientific Publishing Co. Pte. Ltd., vol. 23(06), pages 1-9.
    12. Hui Chang & Bei-Bei Su & Chun-Ping Liu & Michael Gao & Zeng-Ru Di & Da-Ren He, 2008. "Community, Hierarchy And Interweavement In Collaboration Networks," International Journal of Modern Physics C (IJMPC), World Scientific Publishing Co. Pte. Ltd., vol. 19(10), pages 1537-1554.
    13. Animesh Mukherjee & Monojit Choudhury & Anupam Basu & Niloy Ganguly, 2007. "Modeling The Co-Occurrence Principles Of The Consonant Inventories: A Complex Network Approach," International Journal of Modern Physics C (IJMPC), World Scientific Publishing Co. Pte. Ltd., vol. 18(02), pages 281-295.
    14. František Slanina & Zdeněk Konopásek, 2010. "Eigenvector Localization As A Tool To Study Small Communities In Online Social Networks," Advances in Complex Systems (ACS), World Scientific Publishing Co. Pte. Ltd., vol. 13(06), pages 699-723.
    15. Tsuyoshi Murata & Tomoyuki Ikeya, 2010. "A New Modularity For Detecting One-To-Many Correspondence Of Communities In Bipartite Networks," Advances in Complex Systems (ACS), World Scientific Publishing Co. Pte. Ltd., vol. 13(01), pages 19-31.
    16. Tor Helge Aas & Per E. Pedersen, 2010. "The Firm-Level Effects Of Service Innovation: A Literature Review," International Journal of Innovation Management (ijim), World Scientific Publishing Co. Pte. Ltd., vol. 14(05), pages 759-794.
    17. Marco Tomassini & Enea Pestelacci, 2010. "Evolution Of Coordination In Social Networks: A Numerical Study," International Journal of Modern Physics C (IJMPC), World Scientific Publishing Co. Pte. Ltd., vol. 21(10), pages 1277-1296.
    18. Darong Lai & Xiangjun Wu & Hongtao Lu & Christine Nardini, 2011. "Learning Overlapping Communities In Complex Networks Via Non-Negative Matrix Factorization," International Journal of Modern Physics C (IJMPC), World Scientific Publishing Co. Pte. Ltd., vol. 22(10), pages 1173-1190.
    19. Di Jin & Dayou Liu & Bo Yang & Jie Liu & Dongxiao He, 2011. "Ant Colony Optimization With A New Random Walk Model For Community Detection In Complex Networks," Advances in Complex Systems (ACS), World Scientific Publishing Co. Pte. Ltd., vol. 14(05), pages 795-815.
    20. Zhe-Ming Lu & Zhen Wu & Shi-Ze Guo & Zhe Chen & Guang-Hua Song, 2014. "A New Dynamic Community Model For Social Networks," International Journal of Modern Physics C (IJMPC), World Scientific Publishing Co. Pte. Ltd., vol. 25(02), pages 1-11.

    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:wsi:ijmpcx:v:17:y:2006:i:07:n:s012918310600976x. 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: Tai Tone Lim (email available below). General contact details of provider: http://www.worldscinet.com/ijmpc/ijmpc.shtml .

    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.