{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T12:43:39Z","timestamp":1740141819355,"version":"3.37.3"},"reference-count":18,"publisher":"SAGE Publications","license":[{"start":{"date-parts":[[2015,1,1]],"date-time":"2015-01-01T00:00:00Z","timestamp":1420070400000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/3.0\/"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61272529","61225012","71325002"],"award-info":[{"award-number":["61272529","61225012","71325002"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61272529","61225012","71325002"],"award-info":[{"award-number":["61272529","61225012","71325002"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61272529","61225012","71325002"],"award-info":[{"award-number":["61272529","61225012","71325002"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["International Journal of Distributed Sensor Networks"],"published-print":{"date-parts":[[2015]]},"abstract":"<jats:p>Mobile node location predication is critical to efficient data acquisition and message forwarding in participatory sensing systems. This paper proposes a social-relationship-based mobile node location prediction algorithm using daily routines (SMLPR). The SMLPR algorithm models application scenarios based on geographic locations and extracts social relationships of mobile nodes from nodes\u2019 mobility. After considering the dynamism of users\u2019 behavior resulting from their daily routines, the SMLPR algorithm preliminarily predicts node\u2019s mobility based on the hidden Markov model in different daily periods of time and then amends the prediction results using location information of other nodes which have strong relationship with the node. Finally, the UCSD WTD dataset are exploited for simulations. Simulation results show that SMLPR acquires higher prediction accuracy than proposals based on the Markov model.<\/jats:p>","DOI":"10.1155\/2015\/481705","type":"journal-article","created":{"date-parts":[[2015,10,18]],"date-time":"2015-10-18T17:02:04Z","timestamp":1445187724000},"page":"1-12","source":"Crossref","is-referenced-by-count":9,"title":["A Location Prediction Algorithm with Daily Routines in Location-Based Participatory Sensing Systems"],"prefix":"10.1177","volume":"2015","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-0523-6242","authenticated-orcid":true,"given":"Ruiyun","family":"Yu","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xingyou","family":"Xia","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3450-4560","authenticated-orcid":true,"given":"Shiyang","family":"Liao","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9143-2287","authenticated-orcid":true,"given":"Xingwei","family":"Wang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"179","reference":[{"key":"2","doi-asserted-by":"publisher","DOI":"10.1145\/1653760.1653766"},{"key":"5","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-75696-5_1"},{"key":"7","doi-asserted-by":"publisher","DOI":"10.1016\/j.pmcj.2009.10.005"},{"key":"9","doi-asserted-by":"publisher","DOI":"10.1007\/s11036-009-0217-y"},{"key":"10","doi-asserted-by":"publisher","DOI":"10.1109\/mnet.2010.5510920"},{"key":"11","doi-asserted-by":"publisher","DOI":"10.1007\/s11277-014-2048-9"},{"issue":"5968","key":"12","doi-asserted-by":"crossref","first-page":"1018","DOI":"10.1126\/science.1177170","volume":"327","year":"2010","journal-title":"Science"},{"key":"13","doi-asserted-by":"publisher","DOI":"10.1038\/nature06958"},{"key":"14","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0051353"},{"key":"16","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-21726-5_10"},{"key":"21","doi-asserted-by":"publisher","DOI":"10.1155\/2014\/476253"},{"issue":"16","key":"23","first-page":"41","volume":"34","year":"2008","journal-title":"Computer Engineering"},{"key":"24","doi-asserted-by":"publisher","DOI":"10.1155\/2014\/219371"},{"issue":"11","key":"25","first-page":"2992","volume":"6","year":"2012","journal-title":"KSII Transactions on Internet and Information Systems"},{"key":"26"},{"key":"29","doi-asserted-by":"publisher","DOI":"10.1090\/S0002-9939-1956-0078686-7"},{"key":"30","doi-asserted-by":"publisher","DOI":"10.2307\/3151680"},{"issue":"6","key":"28","volume":"35","year":"2014","journal-title":"Chinese Journal of Computers"}],"container-title":["International Journal of Distributed Sensor Networks"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/downloads.hindawi.com\/journals\/ijdsn\/2015\/481705.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/ijdsn\/2015\/481705.xml","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/journals.sagepub.com\/doi\/pdf\/10.1155\/2015\/481705","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2017,11,3]],"date-time":"2017-11-03T02:18:50Z","timestamp":1509675530000},"score":1,"resource":{"primary":{"URL":"http:\/\/www.hindawi.com\/journals\/ijdsn\/2015\/481705\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015]]},"references-count":18,"alternative-id":["481705","481705"],"URL":"https:\/\/doi.org\/10.1155\/2015\/481705","relation":{},"ISSN":["1550-1329","1550-1477"],"issn-type":[{"type":"print","value":"1550-1329"},{"type":"electronic","value":"1550-1477"}],"subject":[],"published":{"date-parts":[[2015]]}}}