@article{Li.2011,
  abstract = {The presence of social networks in complex systems has made networks and community structure a focal point of study in many domains. Previous studies have focused on the structural emergence and growth of communities and on the topics displayed within the network. However, few scholars have closely examined the relationship between the thematic and structural properties of networks. Therefore, this article proposes the Tagger Tag Resource-Latent Dirichlet Allocation-Community model (TTR-LDA-Community model), which combines the Latent Dirichlet Allocation (LDA) model with the Girvan-Newman community detection algorithm through an inference mechanism. Using social tagging data from Delicious, this article demonstrates the clustering of active taggers into communities, the topic distributions within communities, and the ranking of taggers, tags, and resources within these communities. The data analysis evaluates patterns in community structure and topical affiliations diachronically. The article evaluates the effectiveness of community detection and the inference mechanism embedded in the model and finds that the TTR-LDA-Community model outperforms other traditional models in tag prediction. This has implications for scholars in domains interested in community detection, profiling, and recommender systems.},
  added-at = {2012-02-11T19:24:16.000+0100},
  author = {Li, Daifeng and Ding, Ying and Sugimoto, Cassidy and He, Bing and Tang, Jie and Yan, Erjia and Lin, Nan and Qin, Zheng and Dong, Tianxi},
  biburl = {http://www.bibsonomy.org/bibtex/2eee7ecbf655fc7fdf3af21f74cbfc3bc/peter.b825},
  doi = {10.1002/asi.21581},
  interhash = {871c16482784fa8adcca9b314529edce},
  intrahash = {eee7ecbf655fc7fdf3af21f74cbfc3bc},
  issn = {15322882},
  journal = {Journal of the American Society for Information Science and Technology},
  keywords = {imported},
  number = 9,
  pages = {1849--1866},
  title = {Modeling topic and community structure in social tagging: The TTR-LDA-Community model},
  volume = 62,
  year = 2011
}

@article{CassidyAsher1992.365,
  added-at = {2012-02-06T16:17:24.000+0100},
  author = {Cassidy, Jude and Asher, Steven R.},
  biburl = {http://www.bibsonomy.org/bibtex/2c530e508e4fe0a73e49c7fc370210383/neps.dc},
  doi = {10.1111/j.1467-8624.1992.tb01632.x},
  interhash = {454c789b626f37e1ff40036501fef0c7},
  intrahash = {c530e508e4fe0a73e49c7fc370210383},
  issn = {0009-3920},
  journal = {Child Development},
  keywords = {TASB scale},
  number = 2,
  pages = {350--365},
  title = {Loneliness and Peer Relations in Young Children},
  volume = 63,
  year = 1992
}

@inproceedings{conf/eScience/Sanchez-AzofeifaRSFG11,
  added-at = {2012-01-17T00:00:00.000+0100},
  author = {Sanchez-Azofeifa, G. Arturo and Rankine, Cassidy and do Espirito Santo, Mario Marcos and Fatland, Rob and Garcia, Milton},
  biburl = {http://www.bibsonomy.org/bibtex/2b36420a46a6b7b35adeb01355b544c64/dblp},
  booktitle = {eScience},
  crossref = {conf/eScience/2011},
  ee = {http://doi.ieeecomputersociety.org/10.1109/eScience.2011.18},
  interhash = {fff2ad22cb0ce16c4c4bb328f5e16ef3},
  intrahash = {b36420a46a6b7b35adeb01355b544c64},
  isbn = {978-1-4577-2163-2},
  keywords = {dblp},
  pages = {70-76},
  publisher = {IEEE Computer Society},
  title = {Wireless Sensing Networks for Environmental Monitoring: Two Case Studies from Tropical Forests.},
  url = {http://dblp.uni-trier.de/db/conf/eScience/eScience2011.html#Sanchez-AzofeifaRSFG11},
  year = 2011
}

@inproceedings{conf/adc/CassidyB00,
  added-at = {2012-01-05T00:00:00.000+0100},
  author = {Cassidy, Steve and Bird, Steven},
  biburl = {http://www.bibsonomy.org/bibtex/24f179c9fd2b8659d35c93407157bbfaf/dblp},
  booktitle = {Australasian Database Conference},
  ee = {http://doi.ieeecomputersociety.org/10.1109/ADC.2000.819808},
  interhash = {acb2498b90ddc2f7bc44f968c0c07b0e},
  intrahash = {4f179c9fd2b8659d35c93407157bbfaf},
  keywords = {dblp},
  pages = {12-20},
  title = {Querying Databases of Annotated Speech.},
  url = {http://dblp.uni-trier.de/db/conf/adc/adc2000.html#CassidyB00},
  year = 2000
}

@inproceedings{conf/interspeech/BurnhamEFVCDCETWKGAOLBH11,
  added-at = {2011-12-21T00:00:00.000+0100},
  author = {Burnham, Denis and Estival, Dominique and Fazio, Steven and Viethen, Jette and Cox, Felicity and Dale, Robert and Cassidy, Steve and Epps, Julien and Togneri, Roberto and Wagner, Michael and Kinoshita, Yuko and Göcke, Roland and Arciuli, Joanne and Onslow, Mark and Lewis, Trent and Butcher, Andrew and Hajek, John},
  biburl = {http://www.bibsonomy.org/bibtex/247c6911b3ff992687782aabb02dc2ced/dblp},
  booktitle = {INTERSPEECH},
  crossref = {conf/interspeech/2011},
  interhash = {4aba763763119ba7e1a8debdb90edd58},
  intrahash = {47c6911b3ff992687782aabb02dc2ced},
  keywords = {dblp},
  pages = {841-844},
  publisher = {ISCA},
  title = {Building an Audio-Visual Corpus of Australian English: Large Corpus Collection with an Economical Portable and Replicable Black Box.},
  url = {http://dblp.uni-trier.de/db/conf/interspeech/interspeech2011.html#BurnhamEFVCDCETWKGAOLBH11},
  year = 2011
}

@inproceedings{conf/dsn/CassidyGM02,
  added-at = {2011-12-20T00:00:00.000+0100},
  author = {Cassidy, Karen J. and Gross, Kenny C. and Malekpour, Amir},
  biburl = {http://www.bibsonomy.org/bibtex/22168a2a28b88e4f2e5df5f8462ff27b9/dblp},
  booktitle = {DSN},
  crossref = {conf/dsn/2002},
  ee = {http://doi.ieeecomputersociety.org/10.1109/DSN.2002.1028933},
  interhash = {1f57d8a72dc43634771ecbeb823a6641},
  intrahash = {2168a2a28b88e4f2e5df5f8462ff27b9},
  isbn = {0-7695-1597-5},
  keywords = {dblp},
  pages = {478-482},
  publisher = {IEEE Computer Society},
  title = {Advanced Pattern Recognition for Detection of Complex Software Aging Phenomena in Online Transaction Processing Servers.},
  url = {http://dblp.uni-trier.de/db/conf/dsn/dsn2002.html#CassidyGM02},
  year = 2002
}

@article{yan2012topics,
  abstract = {Research topics and research communities are not disconnected from each other: communities and topics are interwoven and co-evolving. Yet, scientometric evaluations of topics and communities have been conducted independently and synchronically, with researchers often relying on homogeneous unit of analysis, such as authors, journals, institutions, or topics. Therefore, new methods are warranted that examine the dynamic relationship between topics and communities. This paper examines how research topics are mixed and matched in evolving research communities by using a hybrid approach which integrates both topic identification and community detection techniques. Using a data set on information retrieval (IR) publications, two layers of enriched information are constructed and contrasted: one is the communities detected through the topology of coauthorship network and the other is the topics of the communities detected through the topic model. We find evidence to support the assumption that IR communities and topics are interwoven and co-evolving, and topics can be used to understand the dynamics of community structures. We recommend the use of the hybrid approach to study the dynamic interactions of topics and communities.},
  added-at = {2011-12-06T12:27:52.000+0100},
  author = {Yan, Erjia and Ding, Ying and Milojevic, Stasa and Sugimoto, Cassidy R.},
  biburl = {http://www.bibsonomy.org/bibtex/28896a7e5326346db2b7899f812a5cd75/wdees},
  description = {ScienceDirect - Journal of Informetrics : Topics in dynamic research communities: An exploratory study for the field of information retrieval},
  doi = {10.1016/j.joi.2011.10.001},
  interhash = {2da607f3386247a96c6419da358ae8bf},
  intrahash = {8896a7e5326346db2b7899f812a5cd75},
  issn = {1751-1577},
  journal = {Journal of Informetrics},
  keywords = {Ko-Autoren entwicklung netzwerke},
  number = 1,
  pages = {140 - 153},
  title = {Topics in dynamic research communities: An exploratory study for the field of information retrieval},
  url = {http://www.sciencedirect.com/science/article/pii/S1751157711000976},
  volume = 6,
  year = 2012
}

@article{journals/corr/cs-CL-0204026,
  added-at = {2011-12-05T00:00:00.000+0100},
  author = {Cassidy, Steve and Bird, Steven},
  biburl = {http://www.bibsonomy.org/bibtex/2c0f94ff6decdb65da5a78dea954771a5/dblp},
  ee = {http://arxiv.org/abs/cs.CL/0204026},
  interhash = {095df42bcd47a798f29e1bc449357a0e},
  intrahash = {c0f94ff6decdb65da5a78dea954771a5},
  journal = {CoRR},
  keywords = {dblp},
  title = {Querying Databases of Annotated Speech},
  url = {http://dblp.uni-trier.de/db/journals/corr/corr0204.html#cs-CL-0204026},
  volume = {cs.CL/0204026},
  year = 2002
}

@inproceedings{conf/dac/GloverHBKJCV01,
  added-at = {2011-11-15T00:00:00.000+0100},
  author = {Glover, Rita and Halpern, Marc and Becks, Rich and Kubin, Richard and Jurgens, Henry and Cassidy, Rick and Vucurevich, Ted},
  biburl = {http://www.bibsonomy.org/bibtex/29e4063c1457958813a50114d95348b77/dblp},
  booktitle = {DAC},
  crossref = {conf/dac/2001},
  ee = {http://doi.acm.org/10.1145/378239.378242},
  interhash = {d08f68c8bba501998b99410ba43d291f},
  intrahash = {9e4063c1457958813a50114d95348b77},
  isbn = {1-58113-297-2},
  keywords = {dblp},
  pages = {1-2},
  publisher = {ACM},
  title = {Panel: The Electronics Industry Supply Chain: Who Will Do What?},
  url = {http://dblp.uni-trier.de/db/conf/dac/dac2001.html#GloverHBKJCV01},
  year = 2001
}

@article{journals/firstmonday/Cassidy08,
  added-at = {2011-11-08T00:00:00.000+0100},
  author = {Cassidy, William P.},
  biburl = {http://www.bibsonomy.org/bibtex/2bfc4e4d9b5c6713095c5df44e085d82d/dblp},
  ee = {http://firstmonday.org/htbin/cgiwrap/bin/ojs/index.php/fm/article/view/2051},
  interhash = {abc08b6c87ced8f9efa2eed3e8903eb3},
  intrahash = {bfc4e4d9b5c6713095c5df44e085d82d},
  journal = {First Monday},
  keywords = {dblp},
  number = 1,
  title = {Outside influences: Extramedia forces and the newsworthiness conceptions of online newspaper journalists.},
  url = {http://dblp.uni-trier.de/db/journals/firstmonday/firstmonday13.html#Cassidy08},
  volume = 13,
  year = 2008
}

@article{journals/gandc/MillingtonC10,
  added-at = {2011-11-04T00:00:00.000+0100},
  author = {Millington, T. M. and Cassidy, N. J.},
  biburl = {http://www.bibsonomy.org/bibtex/286b1513767709b8cd93d1cae8f7c9ccb/dblp},
  ee = {http://dx.doi.org/10.1016/j.cageo.2009.12.006},
  interhash = {bc6dac388f792327dd2e1e251b8484ff},
  intrahash = {86b1513767709b8cd93d1cae8f7c9ccb},
  journal = {Computers & Geosciences},
  keywords = {dblp},
  number = 9,
  pages = {1135-1144},
  title = {Optimising GPR modelling: A practical, multi-threaded approach to 3D FDTD numerical modelling.},
  url = {http://dblp.uni-trier.de/db/journals/gandc/gandc36.html#MillingtonC10},
  volume = 36,
  year = 2010
}

@article{journals/jasis/MilojevicSYD11,
  added-at = {2011-10-31T00:00:00.000+0100},
  author = {Milojevic, Stasa and Sugimoto, Cassidy R. and Yan, Erjia and Ding, Ying},
  biburl = {http://www.bibsonomy.org/bibtex/2a1883a42cf06d02f4cb114360d19950e/dblp},
  ee = {http://dx.doi.org/10.1002/asi.21602},
  interhash = {da8f7b5fc2548c471cc3b52a591dd690},
  intrahash = {a1883a42cf06d02f4cb114360d19950e},
  journal = {JASIST},
  keywords = {dblp},
  number = 10,
  pages = {1933-1953},
  title = {The cognitive structure of Library and Information Science: Analysis of article title words.},
  url = {http://dblp.uni-trier.de/db/journals/jasis/jasis62.html#MilojevicSYD11},
  volume = 62,
  year = 2011
}

@article{journals/mva/CassidyMM06,
  added-at = {2011-10-21T00:00:00.000+0200},
  author = {Cassidy, Rachel and Morrow, Philip J. and McCloskey, John},
  biburl = {http://www.bibsonomy.org/bibtex/223d61fe04ca0e3e7c76c7cef27e3d121/dblp},
  ee = {http://dx.doi.org/10.1007/s00138-005-0005-z},
  interhash = {d80f8992ec888702016aa9bde2440fc4},
  intrahash = {23d61fe04ca0e3e7c76c7cef27e3d121},
  journal = {Mach. Vis. Appl.},
  keywords = {dblp},
  number = 6,
  pages = {343-355},
  title = {A machine vision system for quantifying velocity fields in complex rock models.},
  url = {http://dblp.uni-trier.de/db/journals/mva/mva16.html#CassidyMM06},
  volume = 16,
  year = 2006
}

@inproceedings{conf/icip/McCloskeyCM01,
  added-at = {2011-10-21T00:00:00.000+0200},
  author = {McCloskey, John and Cassidy, Rachel and Morrow, Philip J.},
  biburl = {http://www.bibsonomy.org/bibtex/26d4e48cfa6f4a767a2d35ab843cede18/dblp},
  booktitle = {ICIP (1)},
  ee = {http://dx.doi.org/10.1109/ICIP.2001.959009},
  interhash = {f6dc3bf6a354dd5226d83e1f8148ac3f},
  intrahash = {6d4e48cfa6f4a767a2d35ab843cede18},
  keywords = {dblp},
  pages = {285-288},
  title = {Estimating fluid flow velocities: an image analysis approach.},
  url = {http://dblp.uni-trier.de/db/conf/icip/icip2001-1.html#McCloskeyCM01},
  year = 2001
}

@inproceedings{conf/ciss/CassidyA09,
  added-at = {2011-09-15T00:00:00.000+0200},
  author = {Cassidy, Andrew and Andreou, Andreas G.},
  biburl = {http://www.bibsonomy.org/bibtex/221cea15ef390f8d9bf348753bfcdbe50/dblp},
  booktitle = {CISS},
  crossref = {conf/ciss/2009},
  ee = {http://doi.ieeecomputersociety.org/10.1109/CISS.2009.5054769},
  interhash = {7642ce3724981cbf52add3dbdceed2c6},
  intrahash = {21cea15ef390f8d9bf348753bfcdbe50},
  isbn = {978-1-4244-2733-8},
  keywords = {dblp},
  pages = {482-487},
  publisher = {IEEE},
  title = {Analytical methods for the design and optimization of chip-multiprocessor architectures.},
  url = {http://dblp.uni-trier.de/db/conf/ciss/ciss2009.html#CassidyA09},
  year = 2009
}

@article{journals/jasis/LiDSHTYLQD11,
  added-at = {2011-09-12T00:00:00.000+0200},
  author = {Li, Daifeng and Ding, Ying and Sugimoto, Cassidy R. and He, Bing and Tang, Jie and Yan, Erjia and Lin, Nan and Qin, Zheng and Dong, Tianxi},
  biburl = {http://www.bibsonomy.org/bibtex/2fdfcaef343f3065f948ca157459b9f0a/dblp},
  ee = {http://dx.doi.org/10.1002/asi.21581},
  interhash = {871c16482784fa8adcca9b314529edce},
  intrahash = {fdfcaef343f3065f948ca157459b9f0a},
  journal = {JASIST},
  keywords = {dblp},
  number = 9,
  pages = {1849-1866},
  title = {Modeling topic and community structure in social tagging: The TTR-LDA-Community model.},
  url = {http://dblp.uni-trier.de/db/journals/jasis/jasis62.html#LiDSHTYLQD11},
  volume = 62,
  year = 2011
}

@article{journals/jasis/SugimotoNRB11,
  added-at = {2011-09-12T00:00:00.000+0200},
  author = {Sugimoto, Cassidy R. and Ni, Chaoqun and Russell, Terrell G. and Bychowski, Brenna},
  biburl = {http://www.bibsonomy.org/bibtex/212bbeeeba6c80a65516295b0f9a23bfe/dblp},
  ee = {http://dx.doi.org/10.1002/asi.21568},
  interhash = {5f00b213fda805f947b92ac8fa47d94a},
  intrahash = {12bbeeeba6c80a65516295b0f9a23bfe},
  journal = {JASIST},
  keywords = {dblp},
  number = 9,
  pages = {1808-1828},
  title = {Academic genealogy as an indicator of interdisciplinarity: An examination of dissertation networks in Library and Information Science.},
  url = {http://dblp.uni-trier.de/db/journals/jasis/jasis62.html#SugimotoNRB11},
  volume = 62,
  year = 2011
}

@article{journals/ao/ObrstCRSSWY06,
  added-at = {2011-09-09T00:00:00.000+0200},
  author = {Obrst, Leo and Cassidy, Patrick and Ray, Steve and Smith, Barry and Soergel, Dagobert and West, Matthew and Yim, Peter},
  biburl = {http://www.bibsonomy.org/bibtex/2f545ff4a75ccbec92a124b920b34580a/dblp},
  ee = {http://iospress.metapress.com/content/6txv7m69bk0l1584/},
  interhash = {18ee50b83ebf4faffca8246f0c664723},
  intrahash = {f545ff4a75ccbec92a124b920b34580a},
  journal = {Applied Ontology},
  keywords = {dblp},
  number = 2,
  pages = {203-211},
  title = {The 2006 Upper Ontology Summit Joint Communiqué.},
  url = {http://dblp.uni-trier.de/db/journals/ao/ao1.html#ObrstCRSSWY06},
  volume = 1,
  year = 2006
}

@inproceedings{conf/date/CassidyYZA11,
  added-at = {2011-09-02T00:00:00.000+0200},
  author = {Cassidy, Andrew and Yu, Kai and Zhou, Haolang and Andreou, Andreas G.},
  biburl = {http://www.bibsonomy.org/bibtex/2579ca9b614f9a1a264fbae84e45ab8b9/dblp},
  booktitle = {DATE},
  crossref = {conf/date/2011},
  ee = {http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=5763180},
  interhash = {fa911ecc32caa2a1a6b48cc5eae5871c},
  intrahash = {579ca9b614f9a1a264fbae84e45ab8b9},
  isbn = {978-1-61284-208-0},
  keywords = {dblp},
  pages = {1095-1100},
  publisher = {IEEE},
  title = {A high-level analytical model for application specific CMP design exploration.},
  url = {http://dblp.uni-trier.de/db/conf/date/date2011.html#CassidyYZA11},
  year = 2011
}

@article{journals/jasis/YanS11,
  added-at = {2011-08-11T00:00:00.000+0200},
  author = {Yan, Erjia and Sugimoto, Cassidy R.},
  biburl = {http://www.bibsonomy.org/bibtex/22ad3adf637e14171209652a64c2c6848/dblp},
  ee = {http://dx.doi.org/10.1002/asi.21556},
  interhash = {59cc0b3e0016f5ab7f950689b00e4911},
  intrahash = {2ad3adf637e14171209652a64c2c6848},
  journal = {JASIST},
  keywords = {dblp},
  number = 8,
  pages = {1498-1514},
  title = {Institutional interactions: Exploring social, cognitive, and geographic relationships between institutions as demonstrated through citation networks.},
  url = {http://dblp.uni-trier.de/db/journals/jasis/jasis62.html#YanS11},
  volume = 62,
  year = 2011
}