Scientific community detection via bipartite scholar/journal graph co-clustering
Tóm tắt
Từ khóa
Tài liệu tham khảo
Abramo, 2011, National-scale research performance assessment at the individual level, Scientometrics, 86, 347, 10.1007/s11192-010-0297-2
Abramo, 2012, Identifying interdisciplinarity through the disciplinary classification of coauthors of scientific publications, Journal of the Association for Information Science and Technology, 63, 2206
Abramo, 2013, The collaboration behaviors of scientists in Italy: A field level analysis, Journal of Informetrics, 7, 442, 10.1016/j.joi.2013.01.009
Arbelaitz, 2013, An extensive comparative study of cluster validity indices, Pattern Recognition, 46, 243, 10.1016/j.patcog.2012.07.021
Archambault, 2011, Towards a multilingual, comprehensive and open scientific journal ontology, 66
Barabâsi, 2002, Evolution of the social network of scientific collaborations, Physica A: Statistical mechanics and its applications, 311, 590, 10.1016/S0378-4371(02)00736-7
Barber, 2007, Modularity and community detection in bipartite networks, Physical Review E, 76, 066102, 10.1103/PhysRevE.76.066102
Blondel, 2008, Fast unfolding of communities in large networks, Journal of Statistical Mechanics: Theory and Experiment, 2008, P10008, 10.1088/1742-5468/2008/10/P10008
Calero, 2006, How to identify research groups using publication analysis: An example in the field of nanotechnology, Scientometrics, 66, 365, 10.1007/s11192-006-0026-z
Davies, 1979, A cluster separation measure, IEEE Transactions on Pattern Analysis and Machine Intelligence, 224, 10.1109/TPAMI.1979.4766909
Dhillon, 2001, Co-clustering documents and words using bipartite spectral graph partitioning, Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining, 269, 10.1145/502512.502550
Dhillon, 2001, Concept decompositions for large sparse text data using clustering, Machine Learning, 42, 143, 10.1023/A:1007612920971
van Eck, 2009, Software survey: Vosviewer, a computer program for bibliometric mapping, Scientometrics, 84, 523, 10.1007/s11192-009-0146-3
van Eck, 2017, Citation-based clustering of publications using citnetexplorer and vosviewer, Scientometrics, 111, 1053, 10.1007/s11192-017-2300-7
Fortunato, 2010, Community detection in graphs, Physics Reports, 486, 75, 10.1016/j.physrep.2009.11.002
Fortunato, 2007, Resolution limit in community detection, Proceedings of the National Academy of Sciences, 104, 36, 10.1073/pnas.0605965104
Fruchterman, 1991, Graph drawing by force- directed placement, Software: Practice and experience, 21, 1129
Girvan, 2002, Community structure in social and biological networks, Proceedings of the National Academy of Sciences, 99, 7821, 10.1073/pnas.122653799
Glänzel, 2003, A new classification scheme of science fields and subfields designed for scientometric evaluation purposes, Scientometrics, 56, 357, 10.1023/A:1022378804087
Hagberg, 2008
Halkidi, 2001, On clustering validation techniques, Journal of Intelligent Information Systems, 17, 107, 10.1023/A:1012801612483
Klavans, 2009, Toward a consensus map of science, Journal of the Association for Information Science and Technology, 60, 455
Klavans, 2017, Which type of citation analysis generates the most accurate taxonomy of scientific and technical knowledge?, Journal of the Association for Information Science and Technology, 68, 984, 10.1002/asi.23734
Lambiotte, 2008
Leydesdorff, 2007, Betweenness centrality as an indicator of the interdisciplinarity of scientific journals, Journal of the Association for Information Science and Technology, 58, 1303
Leydesdorff, 2009, A global map of science based on the isi subject categories, Journal of the Association for Information Science and Technology, 60, 348
Leydesdorff, 2011, Indicators of the interdisciplinarity of journals: Diversity, centrality, and citations, Journal of Informetrics, 5, 87, 10.1016/j.joi.2010.09.002
Minguillo, 2010, Toward a new way of mapping scientific fields: Authors’ competence for publishing in scholarly journals, Journal of the Association for Information Science and Technology, 61, 772
Moed, 2014, A bibliometric approach to tracking international scientific migration, Scientometrics, 101, 1987, 10.1007/s11192-014-1307-6
Moya-Anegón, 2004, A new technique for building maps of large scientific domains based on the cocitation of classes and categories, Scientometrics, 61, 129, 10.1023/B:SCIE.0000037368.31217.34
Newman, 2001, The structure of scientific collaboration networks, Proceedings of the National Academy of Sciences, 98, 404, 10.1073/pnas.98.2.404
Newman, 2004, Analysis of weighted networks, Physical Review E, 70, 056131, 10.1103/PhysRevE.70.056131
Newman, 2004, Coauthorship networks and patterns of scientific collaboration, Proceedings of the National Academy of Sciences, 101, 5200, 10.1073/pnas.0307545100
Newman, 2013, Spectral methods for community detection and graph partitioning, Physical Review E, 88, 042822, 10.1103/PhysRevE.88.042822
Newman, 2004, Finding and evaluating community structure in networks, Physical Review E, 69, 026113, 10.1103/PhysRevE.69.026113
Ng, 2002, On spectral clustering: Analysis and an algorithm., Advances in Neural Information Processing Systems, 849
Noyons, 2009, Applying bibliometric mapping in a high level science policy context, Scientometrics, 79, 261, 10.1007/s11192-009-0417-z
Noyons, 1999
Palla, 2005, Uncovering the overlapping community structure of complex networks in nature and society, nature, 435, 814, 10.1038/nature03607
Perianes- Rodriguez, 2017, A comparison of the web of science and publication-level classification systems of science, Journal of Informetrics, 11, 32, 10.1016/j.joi.2016.10.007
Perianes- Rodríguez, 2010, Detecting, identifying and visualizing research groups in co-authorship networks, Scientometrics, 82, 307, 10.1007/s11192-009-0040-z
Radicchi, 2004, Defining and identifying communities in networks, Proceedings of the National Academy of Sciences of the United States of America, 101, 2658, 10.1073/pnas.0400054101
Rodriguez, 2008, On the relationship between the structural and socioacademic communities of a coauthorship network, Journal of Informetrics, 2, 195, 10.1016/j.joi.2008.04.002
Rosvall, 2008, Maps of random walks on complex networks reveal community structure, Proceedings of the National Academy of Sciences, 105, 1118, 10.1073/pnas.0706851105
Ruiz- Castillo, 2015, Field-normalized citation impact indicators using algorithmically constructed classification systems of science, Journal of Informetrics, 9, 102, 10.1016/j.joi.2014.11.010
Saitta, 2008, A comprehensive validity index for clustering, Intelligent Data Analysis, 12, 529, 10.3233/IDA-2008-12602
Salton, 1987
Shi, 2000, Normalized cuts and image segmentation, IEEE Transactions on Pattern Analysis and Machine Intelligence, 22, 888, 10.1109/34.868688
Šubelj, 2016, Clustering scientific publications based on citation relations: A systematic comparison of different methods, PLOS One, 11, e0154404, 10.1371/journal.pone.0154404
Traag, 2018
Von Luxburg, 2007, A tutorial on spectral clustering, Statistics and Computing, 17, 395, 10.1007/s11222-007-9033-z
Waltman, 2012, A new methodology for constructing a publication-level classification system of science, Journal of the Association for Information Science and Technology, 63, 2378
Waltman, 2010, A unified approach to mapping and clustering of bibliometric networks, Journal of Informetrics, 4, 629, 10.1016/j.joi.2010.07.002