{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T12:44:03Z","timestamp":1740141843008,"version":"3.37.3"},"reference-count":20,"publisher":"SAGE Publications","issue":"7","license":[{"start":{"date-parts":[[2015,7,1]],"date-time":"2015-07-01T00:00:00Z","timestamp":1435708800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/journals.sagepub.com\/page\/policies\/text-and-data-mining-license"}],"funder":[{"DOI":"10.13039\/501100003725","name":"National Research Foundation of Korea","doi-asserted-by":"publisher","award":["NRF-2014R1A1A2058992"],"award-info":[{"award-number":["NRF-2014R1A1A2058992"]}],"id":[{"id":"10.13039\/501100003725","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["journals.sagepub.com"],"crossmark-restriction":true},"short-container-title":["International Journal of Distributed Sensor Networks"],"published-print":{"date-parts":[[2015,7,1]]},"abstract":"<jats:p> The Internet of Things (IoT) has emerged and several issues have arisen in the area such as sensor registration and management, semantic interpretation and processing, and sensor searching and filtering in Wireless Sensor Networks (WSNs). Also, as the number of sensors in an IoT environment increases significantly, sensor filtering becomes more important. Many sensor filtering techniques have been researched. However most of them do not consider real-time searching and efficiency of mobile networks. In this paper, we suggest a path prediction approach for effective sensor filtering in Sensor Registry System (SRS). SRS is a sensor platform to register and manage sensor information for sensor filtering. We also propose a method for learning and predicting user paths based on the Collective Behavior Pattern. To improve prediction accuracy, we consider a time feature to measure weights and predict a path. We implement the method and the implementation and its evaluation confirm the improvement of time and accuracy for processing sensor information. <\/jats:p>","DOI":"10.1155\/2015\/613473","type":"journal-article","created":{"date-parts":[[2015,7,16]],"date-time":"2015-07-16T21:01:58Z","timestamp":1437080518000},"page":"613473","update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":4,"title":["Path Prediction Method for Effective Sensor Filtering in Sensor Registry System"],"prefix":"10.1177","volume":"11","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-3390-5602","authenticated-orcid":false,"given":"Sukhoon","family":"Lee","sequence":"first","affiliation":[{"name":"Department of Computer and Radio Communications Engineering, Korea University, 1, Anam-dong 5-ga, Seongbuk-gu, Seoul 136-701, Republic of Korea"}]},{"given":"Dongwon","family":"Jeong","sequence":"additional","affiliation":[{"name":"Department of Statistics and Computer Science, Kunsan National University, 558 Daehangro, Gunsan, Jeollabuk-do 573-701, Republic of Korea"}]},{"given":"Doo-Kwon","family":"Baik","sequence":"additional","affiliation":[{"name":"Department of Computer and Radio Communications Engineering, Korea University, 1, Anam-dong 5-ga, Seongbuk-gu, Seoul 136-701, Republic of Korea"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7133-9111","authenticated-orcid":false,"given":"Dae-Kyoo","family":"Kim","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Engineering, Oakland University, 2200 N. Squirrel Road, Rochester, MI 48309-4401, USA"}]}],"member":"179","published-online":{"date-parts":[[2015,7,16]]},"reference":[{"volume-title":"Internet of Things: Converging Technologies for Smart Environments and Integrated Ecosystems","year":"2013","author":"Vermesan O.","key":"B1-2015-613473"},{"key":"B2-2015-613473","doi-asserted-by":"publisher","DOI":"10.1016\/j.comnet.2010.05.010"},{"volume-title":"Proceedings of the Microsoft eScience Workshop","author":"Luo L.","key":"B3-2015-613473"},{"key":"B5-2015-613473","doi-asserted-by":"publisher","DOI":"10.1109\/mc.2007.250"},{"key":"B6-2015-613473","doi-asserted-by":"publisher","DOI":"10.1109\/cts.2009.5067513"},{"key":"B7-2015-613473","doi-asserted-by":"publisher","DOI":"10.1109\/nbis.2010.32"},{"first-page":"17","volume-title":"Proceeding of the 2nd International Semantic Sensor Networks Workshop, International Workshop on Semantic Sensor Networks 2009","author":"Compton M.","key":"B9-2015-613473"},{"key":"B10-2015-613473","doi-asserted-by":"publisher","DOI":"10.1109\/MIC.2008.87"},{"key":"B11-2015-613473","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-32427-7_38"},{"key":"B12-2015-613473","doi-asserted-by":"publisher","DOI":"10.1016\/j.websem.2012.05.003"},{"key":"B14-2015-613473","doi-asserted-by":"publisher","DOI":"10.1109\/iot.2012.6402313"},{"key":"B15-2015-613473","doi-asserted-by":"publisher","DOI":"10.1109\/jsen.2013.2282292"},{"first-page":"315","volume-title":"Proceedings of the 2nd International Conference on Artificial Intelligence, Modeling and Simulation","author":"K\u00f6hne M.","key":"B16-2015-613473"},{"issue":"3","key":"B17-2015-613473","first-page":"9","volume":"6","author":"Jeong D.","year":"2012","journal-title":"International Journal of Software Engineering & Its Applications"},{"issue":"5","key":"B19-2015-613473","first-page":"289","volume":"38","author":"Jeong D.","year":"2011","journal-title":"Journal of KIISE: Database"},{"key":"B21-2015-613473","doi-asserted-by":"publisher","DOI":"10.1109\/itsc.2010.5625119"},{"key":"B23-2015-613473","doi-asserted-by":"publisher","DOI":"10.1109\/tmc.2005.74"},{"key":"B24-2015-613473","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2010.11.035"},{"key":"B25-2015-613473","first-page":"651S","volume":"6","author":"Kim J.-M.","year":"2012","journal-title":"Applied Mathematics & Information Sciences"},{"key":"B26-2015-613473","doi-asserted-by":"publisher","DOI":"10.1109\/UIC-ATC.2012.28"}],"container-title":["International Journal of Distributed Sensor Networks"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/journals.sagepub.com\/doi\/pdf\/10.1155\/2015\/613473","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/journals.sagepub.com\/doi\/full-xml\/10.1155\/2015\/613473","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/journals.sagepub.com\/doi\/pdf\/10.1155\/2015\/613473","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,5,9]],"date-time":"2021-05-09T06:20:26Z","timestamp":1620541226000},"score":1,"resource":{"primary":{"URL":"http:\/\/journals.sagepub.com\/doi\/10.1155\/2015\/613473"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015,7,1]]},"references-count":20,"journal-issue":{"issue":"7","published-print":{"date-parts":[[2015,7,1]]}},"alternative-id":["10.1155\/2015\/613473"],"URL":"https:\/\/doi.org\/10.1155\/2015\/613473","relation":{},"ISSN":["1550-1477","1550-1477"],"issn-type":[{"type":"print","value":"1550-1477"},{"type":"electronic","value":"1550-1477"}],"subject":[],"published":{"date-parts":[[2015,7,1]]}}}