Email as Spectroscopy: Automated Discovery of Community Structure within Organizations

Simple item page
dc.contributor.authorTyler, J.R.
dc.contributor.authorWilkinson, D.M.
dc.contributor.authorHuberman, B.A.
dc.date.accessioned2017-04-15T12:07:48Z
dc.date.available2017-04-15T12:07:48Z
dc.date.issued2003
dc.description.abstractWe describe a method for the automatic identification of communities of practice from email logs within an organization. We use a betweenness centrality algorithm that can rapidly find communities within a graph representing information flows. We apply this algorithm to an email corpus of nearly one million messages collected over a two-month span, and show that the method is effective at identifying true communities, both formal and informal, within these scale-free graphs. This approach also enables the identification of leadership roles within the communities. These studies are complemented by a qualitative evaluation of the results in the field.
dc.identifier.doi10.1007/978-94-017-0115-0_5
dc.identifier.isbn978-94-017-0115-0
dc.language.isoen
dc.publisherSpringer London, Dordrecht Amsterdam
dc.relation.ispartofCommunities and Technologies: Proceedings of the First International Conference on Communities and Technologies 2003
dc.relation.ispartofseriesCommunities and Technologies
dc.titleEmail as Spectroscopy: Automated Discovery of Community Structure within Organizations
dc.typeText
gi.citation.endPage96
gi.citation.startPage81
gi.citations.count180
gi.citations.elementMoumita Das, Jack CP Cheng, Srinath S Kumar (2015): Social BIMCloud: a distributed cloud-based BIM platform for object-based lifecycle information exchange, In: Visualization in Engineering 1(3), doi:10.1186/s40327-015-0022-6
gi.citations.elementArvind Srinivasan, Chien-Chung Chan (2023): Knowledge Engineering from Email Archives, In: Encyclopedia of Complexity and Systems Science Series, doi:10.1007/978-1-0716-2628-3_715
gi.citations.elementBo Yang, Da-You Liu (2007): A Heuristic Clustering Algorithm for Mining Communities in Signed Networks, In: Journal of Computer Science and Technology 2(22), doi:10.1007/s11390-007-9039-1
gi.citations.elementAli Daud, Faqir Muhammad (2011): Group topic modeling for academic knowledge discovery, In: Applied Intelligence 4(36), doi:10.1007/s10489-011-0302-3
gi.citations.elementChristian Del Rosso (2009): Comprehend and analyze knowledge networks to improve software evolution, In: Journal of Software Maintenance and Evolution: Research and Practice 3(21), doi:10.1002/smr.408
gi.citations.elementMadeleine Akrich, Cécile Méadel (2009): Les échanges entre patients sur l’Internet, In: La Presse Médicale 10(38), doi:10.1016/j.lpm.2009.05.013
gi.citations.elementJoao Carlos Amaro Ferreira (2009): Measurements of collaboration efforts in the new product development, In: 2009 2nd International Conference on Adaptive Science & Technology (ICAST), doi:10.1109/icastech.2009.5409701
gi.citations.elementXiufang Jiang, Guiquan Liu, Zhiting Lin (2010): A Fast Algorithm for Finding Community Structure Based on Community Closeness, In: 2010 Third International Joint Conference on Computational Science and Optimization, doi:10.1109/cso.2010.114
gi.citations.elementVictor Stroele, Geraldo Zimbrao, Jano M. Souza (2011): Evaluating knowledge flow in multirelational scientific social networks, In: Proceedings of the 2011 15th International Conference on Computer Supported Cooperative Work in Design (CSCWD), doi:10.1109/cscwd.2011.5960121
gi.citations.elementDavide Eynard, Marco Alberto Javarone, Matteo Matteucci (2016): Clustering Algorithms, In: Encyclopedia of Social Network Analysis and Mining, doi:10.1007/978-1-4614-7163-9_138-1
gi.citations.elementD. Fisher (2005): Using Egocentric Networks to Understand Communication, In: IEEE Internet Computing 5(9), doi:10.1109/mic.2005.114
gi.citations.elementNelson Siu, Lee Iverson, Anthony Tang (2006): Going with the flow, In: Proceedings of the 2006 20th anniversary conference on Computer supported cooperative work, doi:10.1145/1180875.1180942
gi.citations.elementAndrew Mehler, Steven Skiena (2009): Expanding network communities from representative examples, In: ACM Transactions on Knowledge Discovery from Data 2(3), doi:10.1145/1514888.1514890
gi.citations.elementBernardo A. Huberman, Lada A. Adamic (2004): Information Dynamics in the Networked World, In: Lecture Notes in Physics, doi:10.1007/978-3-540-44485-5_17
gi.citations.elementLuca Allodi, Luca Chiodi, Marco Cremonini (2011): The asymmetric diffusion of trust between communities: Simulations in dynamic social networks, In: Proceedings of the 2011 Winter Simulation Conference (WSC), doi:10.1109/wsc.2011.6148013
gi.citations.elementJiamou Liu, Anastasia Moskvina (2015): Hierarchies, Ties and Power in Organisational Networks, In: Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2015, doi:10.1145/2808797.2808874
gi.citations.elementMasahiro Hamasaki, Yutaka Matsuo, Keisuke Ishida, Yoshiyuki Nakamura, Takuichi Nishimura, Hideaki Takeda (2006): Community Focused Social Network Extraction, In: Lecture Notes in Computer Science, doi:10.1007/11836025_16
gi.citations.elementChris Yang, Bhavani Thuraisingham (2014): A Generalized Approach for Social Network Integration and Analysis with Privacy Preservation, In: Studies in Big Data, doi:10.1007/978-3-642-40837-3_8
gi.citations.elementAnuradha Goswami, Ajey Kumar (2018): Online Social Communities, In: Lecture Notes on Data Engineering and Communications Technologies, doi:10.1007/978-3-319-93940-7_13
gi.citations.elementAlvin Chin, Mark Chignell, Hao Wang (2010): Tracking cohesive subgroups over time in inferred social networks, In: New Review of Hypermedia and Multimedia 1-2(16), doi:10.1080/13614568.2010.496132
gi.citations.elementLu Wang, Yong Quan Liang, Jie Yang, Chao Song, Shu Han Cheng (2014): Research on the Community Detection Methods in Complex Networks, In: Applied Mechanics and Materials, doi:10.4028/www.scientific.net/amm.513-517.2433
gi.citations.elementWenbin Li, Ning Zhong, Y. Y. Yao, Jiming Liu, Chunnian Liu (2006): Developing Intelligent Applications in Social E-Mail Networks, In: Lecture Notes in Computer Science, doi:10.1007/11908029_80
gi.citations.elementGuanting Tang, Jian Pei, Wo-Shun Luk (2013): Email mining: tasks, common techniques, and tools, In: Knowledge and Information Systems 1(41), doi:10.1007/s10115-013-0658-2
gi.citations.elementYared H. Kidane, Peter A. Gloor (2006): Correlating temporal communication patterns of the Eclipse open source community with performance and creativity, In: Computational and Mathematical Organization Theory 1(13), doi:10.1007/s10588-006-9006-3
gi.citations.elementChonghui Guo, Haipeng Zhao (2012): Community structure discovery method based on the Gaussian kernel similarity matrix, In: Physica A: Statistical Mechanics and its Applications 6(391), doi:10.1016/j.physa.2011.11.031
gi.citations.elementDijiang Huang, Vetri Arasan (2010): Email-based Social Network Trust, In: 2010 IEEE Second International Conference on Social Computing, doi:10.1109/socialcom.2010.59
gi.citations.elementZiv Bar-Yossef, Ido Guy, Ronny Lempel, Yoëlle S. Maarek, Vladimir Soroka (2007): Cluster ranking with an application to mining mailbox networks, In: Knowledge and Information Systems 1(14), doi:10.1007/s10115-007-0096-0
gi.citations.elementXiaojia Li, Menghui Li, Yanqing Hu, Zengru Di, Ying Fan (2010): Detecting community structure from coherent oscillation of excitable systems, In: Physica A: Statistical Mechanics and its Applications 1(389), doi:10.1016/j.physa.2009.09.006
gi.citations.elementAthena Vakali (2011): Innovations and Trends in Web Data Management, In: Studies in Computational Intelligence, doi:10.1007/978-3-642-17551-0_1
gi.citations.elementLianhong Ding, Xiang Li, Yunpeng Xing (2005): Pushing Scientific Documents by Discovering Interest in Information Flow Within E-Science Knowledge Grid, In: Lecture Notes in Computer Science, doi:10.1007/11590354_63
gi.citations.elementT. Sharma (2012): Finding Communities in Weighted Signed Social Networks, In: 2012 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, doi:10.1109/asonam.2012.242
gi.citations.elementAdam M. Kleinbaum (2008): The Social Structure of Organization: Coordination in a Large, Multi-Business Firm, In: SSRN Electronic Journal, doi:10.2139/ssrn.1356704
gi.citations.elementMuhaimenul Adnan, Reda Alhajj, Jon Rokne (2009): Identifying Social Communities by Frequent Pattern Mining, In: 2009 13th International Conference Information Visualisation, doi:10.1109/iv.2009.49
gi.citations.elementBo Yang, Da-You Liu (2005): Incremental algorithm for detecting community structure in dynamic networks, In: 2005 International Conference on Machine Learning and Cybernetics, doi:10.1109/icmlc.2005.1527325
gi.citations.elementTad Hogg, Bernardo A. Huberman (2005): Taking Risk Away From Risk Taking: Decision Insurance in Organizations, In: SSRN Electronic Journal, doi:10.2139/ssrn.723081
gi.citations.elementLianhong Ding, Peng Shi, Bingwu Liu (2008): Decision Making Before the Location Model of Distribution Center, In: 2008 IEEE International Symposium on Knowledge Acquisition and Modeling Workshop, doi:10.1109/kamw.2008.4810620
gi.citations.elementDing Zhou, Yang Song, Hongyuan Zha, Ya Zhang (2005): Towards discovering organizational structure from email corpus, In: Fourth International Conference on Machine Learning and Applications (ICMLA'05), doi:10.1109/icmla.2005.66
gi.citations.elementPiotr Bródka, Tomasz Filipowski, Przemysław Kazienko (2013): An Introduction to Community Detection in Multi-layered Social Network, In: Communications in Computer and Information Science, doi:10.1007/978-3-642-35879-1_23
gi.citations.elementWenchen Wu, Yanni Han, Deyi Li (2008): The Topology and Motif Analysis of Journal Citation Networks, In: 2008 International Conference on Computer Science and Software Engineering, doi:10.1109/csse.2008.495
gi.citations.elementYiming Yang, Shinjae Yoo, Frank Lin, Il-Chul Moon (2010): Personalized Email Prioritization Based on Content and Social Network Analysis, In: IEEE Intelligent Systems 4(25), doi:10.1109/mis.2010.56
gi.citations.elementTanja Falkowski, Jorg Bartelheimer, Myra Spiliopoulou (2006): Mining and Visualizing the Evolution of Subgroups in Social Networks, In: 2006 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2006 Main Conference Proceedings)(WI'06), doi:10.1109/wi.2006.118
gi.citations.elementLuciano da Fontoura Costa, Osvaldo N. Oliveira, Gonzalo Travieso, Francisco Aparecido Rodrigues, Paulino Ribeiro Villas Boas, Lucas Antiqueira, Matheus Palhares Viana, Luis Enrique Correa Rocha (2011): Analyzing and modeling real-world phenomena with complex networks: a survey of applications, In: Advances in Physics 3(60), doi:10.1080/00018732.2011.572452
gi.citations.elementD.B. Skillicorn, N. Vats (2007): Novel information discovery for intelligence and counterterrorism, In: Decision Support Systems 4(43), doi:10.1016/j.dss.2006.04.005
gi.citations.element(2010): Bibliography, In: An Introduction to Search Engines and Web Navigation, doi:10.1002/9780470874233.biblio
gi.citations.elementMarko Grobelnik, Dunja Mladenic, Bla Fortuna (2009): Semantic Technology for Capturing Communication Inside an Organization, In: IEEE Internet Computing 4(13), doi:10.1109/mic.2009.88
gi.citations.elementXiao Wei, Xiangfeng Luo (2010): Concept Extraction based on Association Linked Network, In: 2010 Sixth International Conference on Semantics, Knowledge and Grids, doi:10.1109/skg.2010.11
gi.citations.elementAntoine Seilles, Jean Sallantin, Nancy Rodriguez (2010): Stakeholder detection for online debates, In: Proceedings of the 12th International Conference on Information Integration and Web-based Applications & Services, doi:10.1145/1967486.1967648
gi.citations.elementAlexander Hultin, Theo Tryfonas, Nigel Johnston, Martin Kirkman (2014): Modelling effective Product Development systems as Network-of-Networks, In: 2014 IEEE International Systems Conference Proceedings, doi:10.1109/syscon.2014.6819241
gi.citations.elementJianhan Zhu, Xiangji Huang, Dawei Song, Stefan Rüger (2009): Integrating multiple document features in language models for expert finding, In: Knowledge and Information Systems 1(23), doi:10.1007/s10115-009-0202-6
gi.citations.elementMayank Lahiri, Tanya Y. Berger-Wolf (2007): Structure Prediction in Temporal Networks using Frequent Subgraphs, In: 2007 IEEE Symposium on Computational Intelligence and Data Mining, doi:10.1109/cidm.2007.368850
gi.citations.elementXiao-Li Li, Aloysius Tan, Philip S. Yu, See-Kiong Ng (2011): ECODE: Event-Based Community Detection from Social Networks, In: Lecture Notes in Computer Science, doi:10.1007/978-3-642-20149-3_4
gi.citations.elementNaohiro Matsumura, David E. Goldberg, Xavier Llorá (2000): Communication Gaps in Social Networks, In: Advances in Soft Computing, doi:10.1007/3-540-32391-0_60
gi.citations.elementRenée C. van der Hulst (2008): Introduction to Social Network Analysis (SNA) as an investigative tool, In: Trends in Organized Crime 2(12), doi:10.1007/s12117-008-9057-6
gi.citations.elementMuhaimenul Adnan, Reda Alhajj, Jon Rokne (2010): Integrating Entropy and Closed Frequent Pattern Mining for Social Network Modelling and Analysis, In: From Sociology to Computing in Social Networks, doi:10.1007/978-3-7091-0294-7_6
gi.citations.elementHai Zhuge, Lianhong Ding, Xiang Li (2006): Networking scientific resources in the Knowledge Grid environment, In: Concurrency and Computation: Practice and Experience 7(19), doi:10.1002/cpe.1094
gi.citations.elementKunhe Yang, Yushen Xu (2019): An Effective Method for Complex Network Community Detection Based on Hierarchical Splitting, In: Proceedings of the 2019 4th International Conference on Mathematics and Artificial Intelligence, doi:10.1145/3325730.3325747
gi.citations.elementLoubna Boujlaleb, Ali Idarrou, Driss Mammass (2017): Detecting Communities by Integrating Perspective Communities as Semantic Information, In: 2017 5th International Conference on Future Internet of Things and Cloud Workshops (FiCloudW), doi:10.1109/ficloudw.2017.104
gi.citations.elementScott A. Golder, Dennis M. Wilkinson, Bernardo A. Huberman (2007): Rhythms of Social Interaction: Messaging Within a Massive Online Network, In: Communities and Technologies 2007, doi:10.1007/978-1-84628-905-7_3
gi.citations.elementNaohiro Matsumura, David E. Goldberg, Xavier Llorà (2006): Communication Gap Management for Fertile Community, In: Soft Computing 8(11), doi:10.1007/s00500-006-0121-3
gi.citations.elementYutaka Matsuo, Junichiro Mori, Masahiro Hamasaki, Takuichi Nishimura, Hideaki Takeda, Koiti Hasida, Mitsuru Ishizuka (2007): POLYPHONET: An Advanced Social Network Extraction System from the Web, In: SSRN Electronic Journal, doi:10.2139/ssrn.3199373
gi.citations.elementPiotr Bródka, Stanisław Saganowski, Przemysław Kazienko (2012): GED: the method for group evolution discovery in social networks, In: Social Network Analysis and Mining 1(3), doi:10.1007/s13278-012-0058-8
gi.citations.elementAli Daud, Juanzi Li, Lizhu Zhou, Faqir Muhammad (2009): Conference Mining via Generalized Topic Modeling, In: Lecture Notes in Computer Science, doi:10.1007/978-3-642-04180-8_33
gi.citations.elementDavid Rodrigues (2009): CIUCEU, In: International Journal of Agent Technologies and Systems 4(1), doi:10.4018/jats.2009071003
gi.citations.elementW.Y.C. Chen, A.W.M. Dress, W.Q. Yu (2007): Checking the reliability of a linear-programming based approach towards detecting community structures in networks, In: IET Systems Biology 5(1), doi:10.1049/iet-syb:20060076
gi.citations.elementSu Dong, Monica S. Johar, Ram L. Kumar (2011): A Benchmarking Model for Management of Knowledge-Intensive Service Delivery Networks, In: Journal of Management Information Systems 3(28), doi:10.2753/mis0742-1222280304
gi.citations.elementMunmun De Choudhury, Winter A. Mason, Jake M. Hofman, Duncan J. Watts (2010): Inferring relevant social networks from interpersonal communication, In: Proceedings of the 19th international conference on World wide web, doi:10.1145/1772690.1772722
gi.citations.elementJiyang Chen, Osmar Zaïane, Randy Goebel (2009): Local Community Identification in Social Networks, In: 2009 International Conference on Advances in Social Network Analysis and Mining, doi:10.1109/asonam.2009.14
gi.citations.elementD. B. Skillicorn (2005): Beyond Keyword Filtering for Message and Conversation Detection, In: Lecture Notes in Computer Science, doi:10.1007/11427995_19
gi.citations.elementK. Chandusha, S. Rao Chintalapudi, M. H. M. Krishna Prasad (2018): An Empirical Study on Community Detection Algorithms, In: Smart Innovation, Systems and Technologies, doi:10.1007/978-981-13-1921-1_4
gi.citations.elementShahriar T.H. Murshed, Liaquat Hossain (2009): Organizational Communication Networks and its Structural Changes Correlates to Organizational Disintegration, In: Journal of Decision Systems 3(18), doi:10.3166/jds.18.295-317
gi.citations.elementOsmar R. Zaïane, Jiyang Chen, Randy Goebel (2009): Mining Research Communities in Bibliographical Data, In: Lecture Notes in Computer Science, doi:10.1007/978-3-642-00528-2_4
gi.citations.elementYueping Li (2011): A New Vertex Similarity Metric for Community Discovery: A Distance Neighbor Model, In: Lecture Notes in Computer Science, doi:10.1007/978-3-642-20039-7_23
gi.citations.elementTingrong Xu (2010): A community detection algorithm of email based on separation, In: The 2nd International Conference on Information Science and Engineering, doi:10.1109/icise.2010.5689004
gi.citations.elementAmreen Ahmad, Tanvir Ahmad, Harsh Vijay (2017): Shortest Path Algorithms for Social Network Strengths, In: Advances in Intelligent Systems and Computing, doi:10.1007/978-981-10-3153-3_35
gi.citations.elementFuyun Liu, Sujing Song (2009): Research on Module Division Method Based on Complex Network Theory, In: 2009 Fifth International Conference on Semantics, Knowledge and Grid, doi:10.1109/skg.2009.22
gi.citations.elementCath Fraser, Judith Honeyfield, Fiona Breen, Mervyn Protheroe, Victor Fester (2016): From Project to Permanence: Growing Inter-institutional Collaborative Teams into Long-Term, Sustainable Communities of Practice, In: Communities of Practice, doi:10.1007/978-981-10-2879-3_27
gi.citations.elementZiv Bar-Yossef, Ido Guy, Ronny Lempel, Yoelle Maarek, Vladimir Soroka (2006): Cluster Ranking with an Application to Mining Mailbox Networks, In: Sixth International Conference on Data Mining (ICDM'06), doi:10.1109/icdm.2006.35
gi.citations.elementTim Reichling, Michael Veith, Volker Wulf (2007): Expert Recommender: Designing for a Network Organization, In: Computer Supported Cooperative Work (CSCW) 4-5(16), doi:10.1007/s10606-007-9055-2
gi.citations.elementDavid Rodrigues (2011): Multi-Agent–Based Simulation of University Email Communities, In: Developments in Intelligent Agent Technologies and Multi-Agent Systems, doi:10.4018/978-1-60960-171-3.ch017
gi.citations.elementDavide Eynard, Marco Alberto Javarone, Matteo Matteucci (2018): Clustering Algorithms, In: Encyclopedia of Social Network Analysis and Mining, doi:10.1007/978-1-4939-7131-2_138
gi.citations.elementA Daud (2010): A topic modeling approach for research community mining, In: 5th International Conference on Computer Sciences and Convergence Information Technology, doi:10.1109/iccit.2010.5711223
gi.citations.elementT. Choudhury, A. Pentland (2000): Sensing and modeling human networks using the sociometer, In: Seventh IEEE International Symposium on Wearable Computers, 2003. Proceedings., doi:10.1109/iswc.2003.1241414
gi.citations.elementPiotr Brodka, Stanislaw Saganowski, Przemyslaw Kazienko (2011): Group Evolution Discovery in Social Networks, In: 2011 International Conference on Advances in Social Networks Analysis and Mining, doi:10.1109/asonam.2011.69
gi.citations.elementNapoleon C. Paxton, Stephen Russell, Ira S. Moskowitz, Paul Hyden (2015): A Survey of Community Detection Algorithms Based On Analysis-Intent, In: Advances in Information Security, doi:10.1007/978-3-319-14039-1_12
gi.citations.elementIdo Guy, Michal Jacovi, Elad Shahar, Noga Meshulam, Vladimir Soroka, Stephen Farrell (2008): Harvesting with SONAR, In: Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, doi:10.1145/1357054.1357212
gi.citations.elementX. Fu, S.-H. Hong, N.S. Nikolov, X. Shen, Y. Wu, K. Xu (2007): Visualization and analysis of email networks, In: 2007 6th International Asia-Pacific Symposium on Visualization, doi:10.1109/apvis.2007.329302
gi.citations.elementPrantik Bhattacharyya, Shyhtsun Felix Wu (2014): InfoSearch: A Social Search Engine, In: Studies in Big Data, doi:10.1007/978-3-642-40837-3_6
gi.citations.elementKarin Verspoor, Bahadorreza Ofoghi, Marlene Robles Granda (2017): CommViz: Visualization of semantic patterns in large social communication networks, In: Information Visualization 1(17), doi:10.1177/1473871617693039
gi.citations.elementD. Chakrabarti, C. Faloutsos (2012): Graph Mining, In: Synthesis Lectures on Data Mining and Knowledge Discovery, doi:10.2200/s00449ed1v01y201209dmk006
gi.citations.elementJ. Reichardt (2000): Standard Approaches to Network Structure: Block Modeling, In: Lecture Notes in Physics, doi:10.1007/978-3-540-87833-9_2
gi.citations.elementLv Hui, Lei Tao, Huang Xianglin, Gao Hongxiao, Bi Zengfeng (2017): Detection algorithm based on closeness rank and signal transimission, In: 2017 IEEE 2nd Advanced Information Technology, Electronic and Automation Control Conference (IAEAC), doi:10.1109/iaeac.2017.8054053
gi.citations.elementP.A. Gloor, Yan Zhao (2000): Analyzing Actors and Their Discussion Topics by Semantic Social Network Analysis, In: Tenth International Conference on Information Visualisation (IV'06), doi:10.1109/iv.2006.23
gi.citations.elementS. Carter, J. Mankoff, P. Goddi (2004): Building Connections among Loosely Coupled Groups: Hebb?s Rule at Work, In: Computer Supported Cooperative Work (CSCW) 3-4(13), doi:10.1007/s10606-004-2805-5
gi.citations.elementMarko A. Rodriguez, Alberto Pepe (2008): On the relationship between the structural and socioacademic communities of a coauthorship network, In: Journal of Informetrics 3(2), doi:10.1016/j.joi.2008.04.002
gi.citations.elementAlejandra Guadalupe Silva Trujillo, Ana Lucila Sandoval Orozco, Luis Javier García Villalba, Tai-Hoon Kim (2018): A traffic analysis attack to compute social network measures, In: Multimedia Tools and Applications 21(78), doi:10.1007/s11042-018-6217-9
gi.citations.elementSymeon Papadopoulos, Yiannis Kompatsiaris, Athena Vakali, Ploutarchos Spyridonos (2011): Community detection in Social Media, In: Data Mining and Knowledge Discovery 3(24), doi:10.1007/s10618-011-0224-z
gi.citations.elementCharalampos Chelmis, Viktor K. Prasanna (2011): Social Networking Analysis: A State of the Art and the Effect of Semantics, In: 2011 IEEE Third Int'l Conference on Privacy, Security, Risk and Trust and 2011 IEEE Third Int'l Conference on Social Computing, doi:10.1109/passat/socialcom.2011.23
gi.citations.elementUlrich Hommel, Andreas Kemper (2006): Sicherung der Netzwerkintegrität in der Unternehmenssanierung, In: Handbuch Unternehmensrestrukturierung, doi:10.1007/978-3-8349-9149-2_23
gi.citations.elementJustin Balthrop, Stephanie Forrest, M. E. J. Newman, Matthew M. Williamson (2004): Technological Networks and the Spread of Computer Viruses, In: Science 5670(304), doi:10.1126/science.1095845
gi.citations.elementSerguei Dobrinevski (2012): Organizational Pattern Discovery Linked to Activities, In: 2012 26th International Conference on Advanced Information Networking and Applications Workshops, doi:10.1109/waina.2012.287
gi.citations.elementRami Puzis, Meytal Tubi, Yuval Elovici (2010): Optimizing Targeting of Intrusion Detection Systems in Social Networks, In: Handbook of Social Network Technologies and Applications, doi:10.1007/978-1-4419-7142-5_25
gi.citations.element(2016): Social Network Integration and Analysis with Privacy Preservation, In: Analyzing and Securing Social Networks, doi:10.1201/b19566-43
gi.citations.elementE. Raju, M. A. Hameed, K. Sravanthi (2015): Detecting communities in social networks using unnormalized spectral clustering incorporated with Bisecting K-means, In: 2015 IEEE International Conference on Electrical, Computer and Communication Technologies (ICECCT), doi:10.1109/icecct.2015.7226081
gi.citations.elementJiaqi Wen, Bogdan Gabrys, Katarzyna Musial (2022): Toward Digital Twin Oriented Modeling of Complex Networked Systems and Their Dynamics: A Comprehensive Survey, In: IEEE Access, doi:10.1109/access.2022.3184801
gi.citations.elementTsuyoshi MURATA (2006): Discovery of User Communities from Web Audience Measurement Data, In: Journal of Japan Society for Fuzzy Theory and Intelligent Informatics 2(18), doi:10.3156/jsoft.18.213
gi.citations.elementBing Liu (2011): Social Network Analysis, In: Web Data Mining, doi:10.1007/978-3-642-19460-3_7
gi.citations.elementTimothy R. Hill, Malu Roldan (2005): Toward Third Generation Threaded Discussions for Mobile Learning: Opportunities and Challenges for Ubiquitous Collaborative Environments, In: Information Systems Frontiers 1(7), doi:10.1007/s10796-005-5338-7
gi.citations.elementUday S. Murthy, Guido L. Geerts (2017): An REA Ontology-Based Model for Mapping Big Data to Accounting Information Systems Elements, In: Journal of Information Systems 3(31), doi:10.2308/isys-51803
gi.citations.elementSeema Mishra, G. C. Nandi (2016): Development of Supervised Link Mining Using Computer Vision and Pattern Mining Approach, In: Proceedings of the International Conference on Big Data and Advanced Wireless Technologies, doi:10.1145/3010089.3010128
gi.citations.elementPreetha Appan, Hari Sundaram, Belle Tseng (2006): Summarization and Visualization of Communication Patterns in a Large-Scale Social Network, In: Lecture Notes in Computer Science, doi:10.1007/11731139_43
gi.citations.elementGregor Panten (2005): Literaturverzeichnis, In: Internet-Geschäftsmodell Virtuelle Community, doi:10.1007/978-3-663-01625-0_7
gi.citations.elementSeema Mishra, G. C. Nandi (2013): Hierarchal Structure of Community and Link Analysis, In: Communications in Computer and Information Science, doi:10.1007/978-3-642-37463-0_22
gi.citations.elementPiotr Bródka, Katarzyna Musial, Przemysław Kazienko (2010): A Method for Group Extraction in Complex Social Networks, In: Communications in Computer and Information Science, doi:10.1007/978-3-642-16318-0_27
gi.citations.elementZhongmin Xiong, Wei Wang, Dongmei Huang (2008): Community Detection in Social Networks Employing Component Independency, In: 2008 Fifth International Conference on Fuzzy Systems and Knowledge Discovery, doi:10.1109/fskd.2008.518
gi.citations.elementVincent Labatut, Jean-Michel Balasque (2012): Detection and Interpretation of Communities in Complex Networks: Practical Methods and Application, In: Computational Social Networks, doi:10.1007/978-1-4471-4048-1_4
gi.citations.elementXianqing Yang, Hui He, Hongli Zhang, Kexin Zheng, Xing Wang (2009): A Topology Partition Algorithm Based on Link Coarsening in Parallel Network Simulation, In: 2009 Second International Symposium on Information Science and Engineering, doi:10.1109/isise.2009.104
gi.citations.elementYongjie Yan, Hui Xie (2019): Detection of Hierarchical Overlapping Communities in Complex Networks, In: 2019 International Conference on Intelligent Computing, Automation and Systems (ICICAS), doi:10.1109/icicas48597.2019.00192
gi.citations.elementBrian V. Carolan (2008): The structure of educational research: The role of multivocality in promoting cohesion in an article interlock network, In: Social Networks 1(30), doi:10.1016/j.socnet.2007.08.001
gi.citations.elementWenbin Li, Ning Zhong, Jiming Liu, Yiyu Yao, Chunnian Liu (2006): Perspective of Applying the Global E-mail Network, In: 2006 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2006 Main Conference Proceedings)(WI'06), doi:10.1109/wi.2006.133
gi.citations.elementMohammad Shahraeini, Panayiotis Kotzanikolaou, Mehrab Nasrolahi (2022): Communication Resilience for Smart Grids Based on Dependence Graphs and Eigenspectral Analysis, In: IEEE Systems Journal 4(16), doi:10.1109/jsyst.2022.3179660
gi.citations.elementArvind Srinivasan, Chien-Chung Chan (2020): Knowledge Engineering from Email Archives, In: Encyclopedia of Complexity and Systems Science, doi:10.1007/978-3-642-27737-5_715-1
gi.citations.elementSarfraz Nawaz, Christos Efstratiou, Cecilia Mascolo, Kenichi Soga (2012): Social sensing in the field, In: Proceedings of the 1st ACM workshop on Mobile systems for computational social science, doi:10.1145/2307863.2307872
gi.citations.elementS. Mishra, G. C. Nandi (2014): Heirarchy of Communities in Dynamic Social Network, In: Advances in Intelligent Systems and Computing, doi:10.1007/978-81-322-1602-5_84
gi.citations.elementTanja Falkowski, Myra Spiliopoulou (2000): Users in Volatile Communities: Studying Active Participation and Community Evolution, In: Lecture Notes in Computer Science, doi:10.1007/978-3-540-73078-1_8
gi.citations.elementMilena Oehlers, Benjamin Fabian (2021): Graph Metrics for Network Robustness—A Survey, In: Mathematics 8(9), doi:10.3390/math9080895
gi.citations.elementLisa Friedland (2009): Anomaly Detection for Inferring Social Structure, In: Encyclopedia of Data Warehousing and Mining, Second Edition, doi:10.4018/978-1-60566-010-3.ch007
gi.citations.elementTim Reichling, Michael Veith, Volker Wulf (2009): Expert Recommender: Designing for a Network Organization, In: Human-Computer Interaction Series, doi:10.1007/978-1-84800-332-3_14
gi.citations.elementZhang Yanping, Yu Jiajia, He Fugui (2010): A New Algorithm of Detecting Communities by Topological Centrality, In: 2010 International Conference on Digital Manufacturing & Automation, doi:10.1109/icdma.2010.76
gi.citations.elementYassine Drias, Habiba Drias (2014): Social Networks Discovery Based on Information Retrieval Technologies and Bees Swarm Optimization, In: International Journal of Systems and Service-Oriented Engineering 3(4), doi:10.4018/ijssoe.2014070103
gi.citations.elementFei Yan, Jing Jiang, Yang Lu, Qingjun Luo, Ming Zhang (2008): Community Discovery Based on Social Actors' Interests and Social Relationships, In: 2008 Fourth International Conference on Semantics, Knowledge and Grid, doi:10.1109/skg.2008.38
gi.citations.elementJiyang Chen, Osmar R. Zaiane, Randy Goebel (2009): Detecting Communities in Large Networks by Iterative Local Expansion, In: 2009 International Conference on Computational Aspects of Social Networks, doi:10.1109/cason.2009.29
gi.citations.elementBo Yang, Da-You Liu (2006): Force-Based Incremental Algorithm for Mining Community Structure in Dynamic Network, In: Journal of Computer Science and Technology 3(21), doi:10.1007/s11390-006-0393-1
gi.citations.elementBei Xu, Hai Zhuge (2010): Discovery Dynamic Communities in Semantic Link Network, In: 2010 Sixth International Conference on Semantics, Knowledge and Grids, doi:10.1109/skg.2010.82
gi.citations.elementYan-ping Zhang, Xiao-yan Chen, Bo Hua, Yuan Zhang (2011): A Maximal Clique Partition Method for Network Based on Granularity, In: 2011 Seventh International Conference on Computational Intelligence and Security, doi:10.1109/cis.2011.99
gi.citations.elementZhongying Zhao, Shaoqiang Zheng, Chao Li, Jinqing Sun, Liang Chang, Francisco Chiclana (2018): A comparative study on community detection methods in complex networks, In: Journal of Intelligent & Fuzzy Systems 1(35), doi:10.3233/jifs-17682
gi.citations.elementIdo Guy, Michal Jacovi, Noga Meshulam, Inbal Ronen, Elad Shahar (2008): Public vs. private, In: Proceedings of the 2008 ACM conference on Computer supported cooperative work, doi:10.1145/1460563.1460627
gi.citations.elementLianhong Ding, Peng Shi (2008): Efficient order picking based on community detection, In: 2008 IEEE International Conference on Service Operations and Logistics, and Informatics, doi:10.1109/soli.2008.4682917
gi.citations.elementDmitri Williams, Noshir Contractor, Marshall Scott Poole, Jaideep Srivastava, Dora Cai (2011): The Virtual Worlds Exploratorium: Using Large-Scale Data and Computational Techniques for Communication Research, In: Communication Methods and Measures 2(5), doi:10.1080/19312458.2011.568373
gi.citations.elementWilliam Y. C. Chen, Andreas Dress, Winking Q. Yu (2013): Detecting Community Structures in Networks Using a Linear-Programming Based Approach: a Review, In: Studies in Computational Intelligence, doi:10.1007/978-3-319-02993-1_1
gi.citations.elementJ. Reichardt (2000): Introduction to Complex Networks, In: Lecture Notes in Physics, doi:10.1007/978-3-540-87833-9_1
gi.citations.elementYu Chen, Tracy Chen, Ming Chen, Zheng Zhang (2008): Islands in the MSN messenger buddy network, In: Proceedings of the 1st Workshop on Social Network Systems, doi:10.1145/1435497.1435500
gi.citations.elementPiotr Brodka, Pawel Stawiak, Przemyslaw Kazienko (2011): Shortest Path Discovery in the Multi-layered Social Network, In: 2011 International Conference on Advances in Social Networks Analysis and Mining, doi:10.1109/asonam.2011.67
gi.citations.elementHai Zhuge (2009): Communities and Emerging Semantics in Semantic Link Network: Discovery and Learning, In: IEEE Transactions on Knowledge and Data Engineering 6(21), doi:10.1109/tkde.2008.141
gi.citations.elementBo Yang, Jiming Liu, Dayou Liu (2009): An autonomy-oriented computing approach to community mining in distributed and dynamic networks, In: Autonomous Agents and Multi-Agent Systems 2(20), doi:10.1007/s10458-009-9080-2
gi.citations.elementBo Yang, William Cheung, Jiming Liu (2007): Community Mining from Signed Social Networks, In: IEEE Transactions on Knowledge and Data Engineering 10(19), doi:10.1109/tkde.2007.1061
gi.citations.elementBo Yang, Dayou Liu, Jiming Liu (2010): Discovering Communities from Social Networks: Methodologies and Applications, In: Handbook of Social Network Technologies and Applications, doi:10.1007/978-1-4419-7142-5_16
gi.citations.elementJeff Axup, Stephen Viller, Ian MacColl, Roslyn Cooper (2006): Lo-Fi Matchmaking: A Study of Social Pairing for Backpackers, In: Lecture Notes in Computer Science, doi:10.1007/11853565_21
gi.citations.elementBo Yang, Jing Huang, Dayou Liu, Jiming Liu (2009): A Multi-Agent Based Decentralized Algorithm for Social Network Community Mining, In: 2009 International Conference on Advances in Social Network Analysis and Mining, doi:10.1109/asonam.2009.23
gi.citations.elementPeihua Fu, Chengjian Wu, Yang Peng (2006): Method for Automated Discovery of Network Communities within Mobile Communication Data, In: 2006 9th International Conference on Control, Automation, Robotics and Vision, doi:10.1109/icarcv.2006.345056
gi.citations.elementYutaka Matsuo, Hironori Tomobe, Kôiti Hasida, Hideyuki Nakashima, Mitsuru Ishizuka (2005): Social Network Extraction from the Web information, In: Transactions of the Japanese Society for Artificial Intelligence, doi:10.1527/tjsai.20.46
gi.citations.elementMichel Plantié, Michel Crampes (2012): Survey on Social Community Detection, In: Computer Communications and Networks, doi:10.1007/978-1-4471-4555-4_4
gi.citations.elementBettina Hoser, Andreas Hotho, Robert Jäschke, Christoph Schmitz, Gerd Stumme (2006): Semantic Network Analysis of Ontologies, In: Lecture Notes in Computer Science, doi:10.1007/11762256_38
gi.citations.elementNaohiro Matsumura (2000): Communication Gap Management Towards a Fertile Community, In: The Grammar of Technology Development, doi:10.1007/978-4-431-75232-5_5
gi.citations.elementPeter Gloor, Maria Paasivaara, Detlef Schoder, Paul Willems (2000): Correlating Performance With Social Network Structure Through Teaching Social Network Analysis, In: IFIP International Federation for Information Processing, doi:10.1007/978-0-387-38269-2_28
gi.citations.elementJamie Banford, Alisdair McDiarmid, James Irvine (2009): Relationship Mapping for Proactive Growth of Knowledge Networks, In: 2009 IEEE 70th Vehicular Technology Conference Fall, doi:10.1109/vetecf.2009.5378958
gi.citations.elementDavid R. Millen, Michael J. Muller, Werner Geyer, Eric Wilcox, Beth Brownholtz (2005): Patterns of media use in an activity-centric collaborative environment, In: Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, doi:10.1145/1054972.1055096
gi.citations.elementFei Lu, Beijun Shen, Jiuchuan Lin, Hanlong Zhang (2013): A Method of SNS Topic Models Extraction Based on Self-Adaptively LDA Modeling, In: 2013 Third International Conference on Intelligent System Design and Engineering Applications, doi:10.1109/isdea.2012.34
gi.citations.elementGerit Götzenbrucker (2004): Machtverschiebungen im Cyberspace: Virtualisierte soziale Netzwerke als Ausgangspunkt innovativer Organisationsprozesse, In: Soziologie des Cyberspace, doi:10.1007/978-3-322-80482-2_18
gi.citations.elementBaoguo Yang, Suresh Manandhar (2014): STC: A Joint Sentiment-Topic Model for Community Identification, In: Lecture Notes in Computer Science, doi:10.1007/978-3-319-13186-3_48
gi.citations.elementLuca Allodi, Luca Chiodi, Marco Cremonini (2014): Self-organizing Techniques for Knowledge Diffusion in Dynamic Social Networks, In: Studies in Computational Intelligence, doi:10.1007/978-3-319-05401-8_8
gi.citations.elementJiyang Chen, Osmar R. Zaïane, Randy Goebel (2010): Detecting Communities in Social Networks Using Local Information, In: From Sociology to Computing in Social Networks, doi:10.1007/978-3-7091-0294-7_11
gi.citations.elementNISHIHARA Yoko, SUNAYAMA Wataru, YACHIDA Masahiko (2006): Estimation System of People's Freindship and Hierarchical Relationship from Sentence Types, In: Sixth IEEE International Conference on Data Mining - Workshops (ICDMW'06), doi:10.1109/icdmw.2006.72
gi.citations.elementAkinori Okada (2011): Centrality of Asymmetric Social Network: Singular Value Decomposition, Conjoint Measurement, and Asymmetric Multidimensional Scaling, In: Studies in Classification, Data Analysis, and Knowledge Organization, doi:10.1007/978-3-642-11363-5_25
gi.citations.elementYingxin Guo, Ke Xu (2007): An improved algorithm for finding community structure in networks with an application to IPv6 backbone network, In: Frontiers of Computer Science in China 4(1), doi:10.1007/s11704-007-0045-9
gi.citations.elementMansoureh Takaffoli, Farzad Sangi, Justin Fagnan, Osmar R. Zäıane (2011): Community Evolution Mining in Dynamic Social Networks, In: Procedia - Social and Behavioral Sciences, doi:10.1016/j.sbspro.2011.07.055
gi.citations.elementGiorgos Hlapanis, Angelique Dimitracopoulou (2007): The School‐Teacher's Learning Community: matters of communication analysis, In: Technology, Pedagogy and Education 2(16), doi:10.1080/14759390701406745
gi.citations.elementPhilip Ball (2003): E-mail reveals real leaders, In: Nature, doi:10.1038/news030317-5
gi.citations.elementSteffen Bickel (2009): Mining Email Data, In: Encyclopedia of Data Warehousing and Mining, Second Edition, doi:10.4018/978-1-60566-010-3.ch196
gi.citations.elementSergey Pupyrev, Alexey Tikhonov (2010): Analyzing conversations with dynamic graph visualization, In: 2010 10th International Conference on Intelligent Systems Design and Applications, doi:10.1109/isda.2010.5687175
gi.citations.elementJerry Scripps, Ronald Nussbaum, Pang-Ning Tan, Abdol-Hossein Esfahanian (2010): Link-Based Network Mining, In: Structural Analysis of Complex Networks, doi:10.1007/978-0-8176-4789-6_16
gi.citations.elementFozia Noor, Asadullah Shah, Mohammad Usman Akram, Shoab Ahmad Khan (2018): Deployment of social nets in multilayer model to identify key individuals using majority voting, In: Knowledge and Information Systems 1(58), doi:10.1007/s10115-018-1187-9
gi.citations.elementDavide Eynard, Marco Alberto Javarone, Marco Alberto Javarone, Matteo Matteucci (2014): Clustering Algorithms, In: Encyclopedia of Social Network Analysis and Mining, doi:10.1007/978-1-4614-6170-8_138
gi.citations.elementJiamou Liu, Anastasia Moskvina (2016): Hierarchies, ties and power in organizational networks: model and analysis, In: Social Network Analysis and Mining 1(6), doi:10.1007/s13278-016-0413-2
gi.citations.elementDong Zhang, Daniel Gatica-Perez, Deb Roy, Samy Bengio (2006): Modeling Interactions from Email Communication, In: 2006 IEEE International Conference on Multimedia and Expo, doi:10.1109/icme.2006.262614
gi.citations.elementBruno Brandoli Machado, Leonardo Felipe Scabini, Jonatan Patrick Margarido Orue, Mauro Santos de Arruda, Diogo Nunes Goncalves, Wesley Nunes Goncalves, Raphaell Moreira, Jose F Rodrigues-Jr (2017): A complex network approach for nanoparticle agglomeration analysis in nanoscale images, In: Journal of Nanoparticle Research 2(19), doi:10.1007/s11051-017-3760-7
gi.citations.elementPrasanna Desikan, Colin DeLong, Jaideep Srivastava (2010): Link Analysis in Web Mining: Techniques and Applications, In: Semantic Computing, doi:10.1002/9780470588222.ch5
gi.citations.elementLianhong Ding, Peng Shi (2009): Introducing E-learning Based on Community Detection, In: 2009 First International Workshop on Education Technology and Computer Science, doi:10.1109/etcs.2009.720
gi.citations.elementRadoslaw Brendel, Henryk Krawczyk (2008): Detection of Roles of Actors in Social Networks Using the Properties of Actors' Neighborhood Structure, In: 2008 Third International Conference on Dependability of Computer Systems DepCoS-RELCOMEX, doi:10.1109/depcos-relcomex.2008.45
gi.citations.elementLianhong Ding, Qi Tao, Peng Shi (2009): Link Analysis Application in Personalized E-learning Environment, In: 2009 International Conference on Computational Intelligence and Natural Computing, doi:10.1109/cinc.2009.114
gi.citations.elementNassim Laga, Mohammed Oussama Kherbouche, Pierre-Aymeric Masse (2016): Communication-Based Business Process Task Detection - Application in the CRM Context, In: 2016 IEEE 20th International Enterprise Distributed Object Computing Workshop (EDOCW), doi:10.1109/edocw.2016.7584355
gi.conference.sessiontitleFull Papers

Files

Original bundle

1 - 1 of 1
Thumbnail Image
Name:
00290.pdf
Size:
108.17 KB
Format:
Adobe Portable Document Format
Download

License bundle

1 - 1 of 1
Thumbnail Image
Name:
license.txt
Size:
0 B
Format:
Item-specific license agreed upon to submission
Description:
Download

Collections

C&T 2003: Proceedings of the First International Conference on Communities and Technologies 2003