{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,17]],"date-time":"2026-08-17T14:36:24Z","timestamp":1786977384781,"version":"3.56.0"},"reference-count":33,"publisher":"Wiley","issue":"4","license":[{"start":{"date-parts":[[2019,5,21]],"date-time":"2019-05-21T00:00:00Z","timestamp":1558396800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/2.zoppoz.workers.dev:443\/http\/onlinelibrary.wiley.com\/termsAndConditions#vor"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["11602235"],"award-info":[{"award-number":["11602235"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100002858","name":"China Postdoctoral Science Foundation","doi-asserted-by":"publisher","award":["2015M571081"],"award-info":[{"award-number":["2015M571081"]}],"id":[{"id":"10.13039\/501100002858","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["onlinelibrary.wiley.com"],"crossmark-restriction":true},"short-container-title":["Concurrency and Computation"],"published-print":{"date-parts":[[2021,2,25]]},"abstract":"<jats:title>Summary<\/jats:title>\n                  <jats:p>The mining of human mobility can be exploited to support the design of traffic planning, route recommendations, urban planning, emergency management, and land use. Currently, various methods such as the machine learning algorithms, statistical methods, and semantic analysis are widely applied to identify and extract human mobility patterns. In this paper, we propose a simple and generic paradigm for mining human mobility patterns based on the GPS trajectory data using complex network analysis. The essential ideas behind the proposed paradigm mainly include (1) creating weighted complex networks of GPS trajectories and (2) extracting the human mobility patterns by analyzing the structures and metrics of the created complex networks of GPS trajectories. To evaluate the performance of the proposed paradigm, we design five groups of experiments and identify the mobility patterns of the selected five persons based on the selected five network analysis metrics. Experimental results indicate that (1) the proposed paradigm is effective and (2) the quite interesting potential information about the human mobility can be mined easily. The proposed paradigm is simple and generic, which can be employed to rapidly identify the human mobility patterns based on the GPS trajectory data.<\/jats:p>","DOI":"10.1002\/cpe.5335","type":"journal-article","created":{"date-parts":[[2019,5,21]],"date-time":"2019-05-21T04:51:36Z","timestamp":1558414296000},"update-policy":"https:\/\/2.zoppoz.workers.dev:443\/https\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":7,"title":["A generic paradigm for mining human mobility patterns based on the GPS trajectory data using complex network analysis"],"prefix":"10.1002","volume":"33","author":[{"ORCID":"https:\/\/2.zoppoz.workers.dev:443\/https\/orcid.org\/0000-0001-7564-3674","authenticated-orcid":false,"given":"Shuangyan","family":"Wang","sequence":"first","affiliation":[{"name":"School of Engineering and Technology China University of Geosciences (Beijing)  Beijing China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/2.zoppoz.workers.dev:443\/https\/orcid.org\/0000-0003-0026-5423","authenticated-orcid":false,"given":"Gang","family":"Mei","sequence":"additional","affiliation":[{"name":"School of Engineering and Technology China University of Geosciences (Beijing)  Beijing China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/2.zoppoz.workers.dev:443\/https\/orcid.org\/0000-0003-4128-2588","authenticated-orcid":false,"given":"Salvatore","family":"Cuomo","sequence":"additional","affiliation":[{"name":"Department of Mathematics and Applications University of Naples Federico II  Naples Italy"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"311","published-online":{"date-parts":[[2019,5,21]]},"reference":[{"key":"e_1_2_8_2_1","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2010.2069097"},{"key":"e_1_2_8_3_1","doi-asserted-by":"crossref","unstructured":"LimR MaagB DisslerB BeutelJ ThieleL.A testbed for fine\u2010grained tracing of time sensitive behavior in wireless sensor networks. Paper presented at: IEEE 40th Local Computer Networks Conference Workshops (LCN Workshops);2015;Clearwater Beach FL.","DOI":"10.1109\/LCNW.2015.7365906"},{"key":"e_1_2_8_4_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.adhoc.2012.05.011"},{"key":"e_1_2_8_5_1","doi-asserted-by":"publisher","DOI":"10.1145\/2543581.2543584"},{"key":"e_1_2_8_6_1","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2014.2328231"},{"key":"e_1_2_8_7_1","doi-asserted-by":"publisher","DOI":"10.1017\/S0373463311000051"},{"key":"e_1_2_8_8_1","doi-asserted-by":"publisher","DOI":"10.1186\/1476-072X-7-22"},{"key":"e_1_2_8_9_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.pmcj.2012.10.006"},{"key":"e_1_2_8_10_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.compeleceng.2016.07.011"},{"key":"e_1_2_8_11_1","doi-asserted-by":"publisher","DOI":"10.1080\/15230406.2015.1130649"},{"key":"e_1_2_8_12_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.compenvurbsys.2011.05.003"},{"key":"e_1_2_8_13_1","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2012.2209201"},{"key":"e_1_2_8_14_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.trb.2013.03.008"},{"key":"e_1_2_8_15_1","doi-asserted-by":"publisher","DOI":"10.1080\/13658816.2015.1100731"},{"key":"e_1_2_8_16_1","doi-asserted-by":"publisher","DOI":"10.3390\/ijgi6050151"},{"key":"e_1_2_8_17_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.pmcj.2013.06.005"},{"key":"e_1_2_8_18_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.physa.2015.06.032"},{"key":"e_1_2_8_19_1","doi-asserted-by":"publisher","DOI":"10.1098\/rsif.2016.0021"},{"key":"e_1_2_8_20_1","doi-asserted-by":"crossref","unstructured":"FangZ MaC WangX QuJ ZhangS.Identify individuals behaviors based GPS trajectories in the Internet of Things. Paper presented at: 1st IEEE International Conference on Computer Communication and the Internet (ICCCI);2016;Wuhan China.","DOI":"10.1109\/CCI.2016.7778948"},{"key":"e_1_2_8_21_1","doi-asserted-by":"publisher","DOI":"10.3390\/ijgi6020057"},{"key":"e_1_2_8_22_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.pmcj.2016.06.005"},{"key":"e_1_2_8_23_1","doi-asserted-by":"crossref","unstructured":"LiuH LeeI.End\u2010to\u2010end trajectory transportation mode classification using bi\u2010LSTM recurrent neural network. Paper presented at: 2017 12th International Conference on Intelligent Systems and Knowledge Engineering (IEEE ISKE);2017;Nanjing China.","DOI":"10.1109\/ISKE.2017.8258799"},{"key":"e_1_2_8_24_1","doi-asserted-by":"publisher","DOI":"10.1126\/science.286.5439.509"},{"key":"e_1_2_8_25_1","doi-asserted-by":"publisher","DOI":"10.1103\/RevModPhys.74.47"},{"key":"e_1_2_8_26_1","doi-asserted-by":"publisher","DOI":"10.1137\/S003614450342480"},{"key":"e_1_2_8_27_1","unstructured":"NetworkX.NetworkX Phython Package.2018.https:\/\/2.zoppoz.workers.dev:443\/https\/networkx.github.io\/"},{"key":"e_1_2_8_28_1","unstructured":"Wikipedia.Degree centrality.2018.https:\/\/2.zoppoz.workers.dev:443\/https\/en.wikipedia.org\/wiki\/Centrality#Definition_and_characterizatio%n_of_centrality_indices"},{"key":"e_1_2_8_29_1","doi-asserted-by":"publisher","DOI":"10.1121\/1.1906679"},{"key":"e_1_2_8_30_1","doi-asserted-by":"publisher","DOI":"10.1007\/BF02289527"},{"key":"e_1_2_8_31_1","doi-asserted-by":"publisher","DOI":"10.1080\/0022250X.2001.9990249"},{"key":"e_1_2_8_32_1","unstructured":"Wikipedia.Betweenness centrality.2018.https:\/\/2.zoppoz.workers.dev:443\/https\/en.wikipedia.org\/wiki\/Betweenness_centrality#cite_note-FOOTNOTE%Freeman197739-1"},{"key":"e_1_2_8_33_1","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevE.71.026103"},{"key":"e_1_2_8_34_1","unstructured":"Project GeoLife.Geolife dataset.2018.https:\/\/2.zoppoz.workers.dev:443\/https\/www.microsoft.com\/en-us\/download\/details.aspx?id=52367"}],"container-title":["Concurrency and Computation: Practice and Experience"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/2.zoppoz.workers.dev:443\/https\/api.wiley.com\/onlinelibrary\/tdm\/v1\/articles\/10.1002%2Fcpe.5335","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/2.zoppoz.workers.dev:443\/https\/onlinelibrary.wiley.com\/doi\/pdf\/10.1002\/cpe.5335","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/2.zoppoz.workers.dev:443\/https\/onlinelibrary.wiley.com\/doi\/full-xml\/10.1002\/cpe.5335","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/2.zoppoz.workers.dev:443\/https\/onlinelibrary.wiley.com\/doi\/pdf\/10.1002\/cpe.5335","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,9,3]],"date-time":"2023-09-03T10:04:48Z","timestamp":1693735488000},"score":1,"resource":{"primary":{"URL":"https:\/\/2.zoppoz.workers.dev:443\/https\/onlinelibrary.wiley.com\/doi\/10.1002\/cpe.5335"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,5,21]]},"references-count":33,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2021,2,25]]}},"alternative-id":["10.1002\/cpe.5335"],"URL":"https:\/\/2.zoppoz.workers.dev:443\/https\/doi.org\/10.1002\/cpe.5335","archive":["Portico"],"relation":{},"ISSN":["1532-0626","1532-0634"],"issn-type":[{"value":"1532-0626","type":"print"},{"value":"1532-0634","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019,5,21]]},"assertion":[{"value":"2018-09-30","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2019-04-17","order":1,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2019-05-21","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}],"article-number":"e5335"}}