{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,8]],"date-time":"2025-09-08T06:05:38Z","timestamp":1757311538292,"version":"3.40.3"},"publisher-location":"Cham","reference-count":17,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319670768"},{"type":"electronic","value":"9783319670775"}],"license":[{"start":{"date-parts":[[2017,1,1]],"date-time":"2017-01-01T00:00:00Z","timestamp":1483228800000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2017]]},"DOI":"10.1007\/978-3-319-67077-5_57","type":"book-chapter","created":{"date-parts":[[2017,9,6]],"date-time":"2017-09-06T01:42:47Z","timestamp":1504662167000},"page":"590-599","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":5,"title":["Assessing and Improving Sensors Data Quality in Streaming Context"],"prefix":"10.1007","author":[{"given":"Rayane","family":"El Sibai","sequence":"first","affiliation":[]},{"given":"Yousra","family":"Chabchoub","sequence":"additional","affiliation":[]},{"given":"Raja","family":"Chiky","sequence":"additional","affiliation":[]},{"given":"Jacques","family":"Demerjian","sequence":"additional","affiliation":[]},{"given":"Kablan","family":"Barbar","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2017,9,7]]},"reference":[{"key":"57_CR1","doi-asserted-by":"crossref","unstructured":"El Sibai, R., Chabchoub, Y., Demerjian, J., Kazi-Aoul, Z., Barbar, K.: A performance study of the chain sampling algorithm. In: Proceedings of the IEEE Seventh International Conference on Intelligent Computing and Information Systems (ICICIS), pp. 487\u2013494. IEEE (2015)","DOI":"10.1109\/IntelCIS.2015.7397265"},{"key":"57_CR2","doi-asserted-by":"crossref","unstructured":"El Sibai, R., Chabchoub, Y., Demerjian, J., Kazi-Aoul, Z., Barbar, K.: Sampling algorithms in data stream environments. In: Proceedings of the IEEE First International Conference on Digital Economy Emerging Technologies and Business Innovation (ICDEc), pp. 29\u201336. IEEE (2016)","DOI":"10.1109\/ICDEC.2016.7563142"},{"issue":"3","key":"57_CR3","doi-asserted-by":"publisher","first-page":"7","DOI":"10.1145\/2854006.2854008","volume":"44","author":"W Fan","year":"2015","unstructured":"Fan, W.: Data quality: from theory to practice. ACM SIGMOD Rec. 44(3), 7\u201318 (2015)","journal-title":"ACM SIGMOD Rec."},{"key":"57_CR4","doi-asserted-by":"publisher","first-page":"103","DOI":"10.1145\/253769.253804","volume":"40","author":"DM Strong","year":"1997","unstructured":"Strong, D.M., Lee, Y.W., Wang, R.Y.: Data quality in context. Commun. ACM 40, 103\u2013110 (1997)","journal-title":"Commun. ACM"},{"key":"57_CR5","doi-asserted-by":"publisher","first-page":"5","DOI":"10.1080\/07421222.1996.11518099","volume":"12","author":"RY Wang","year":"1996","unstructured":"Wang, R.Y., Strong, D.M.: Beyond accuracy: what data quality means to data consumers. J. Manag. Inf. Syst. 12, 5\u201333 (1996)","journal-title":"J. Manag. Inf. Syst."},{"key":"57_CR6","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"83","DOI":"10.1007\/11748625_6","volume-title":"Pervasive Computing","author":"SR Jeffery","year":"2006","unstructured":"Jeffery, S.R., Alonso, G., Franklin, M.J., Hong, W., Widom, J.: Declarative support for sensor data cleaning. In: Fishkin, K.P., Schiele, B., Nixon, P., Quigley, A. (eds.) Pervasive 2006. LNCS, vol. 3968, pp. 83\u2013100. Springer, Heidelberg (2006). doi:10.1007\/11748625_6"},{"key":"57_CR7","doi-asserted-by":"crossref","unstructured":"Lim, H.S., Moon, Y.S., Bertino, E.: Research issues in data provenance for streaming environments. In: Proceedings of the 2nd SIGSPATIAL ACM GIS 2009 International Workshop on Security and Privacy in GIS and LBS, pp. 58\u201362 (2009)","DOI":"10.1145\/1667502.1667516"},{"key":"57_CR8","unstructured":"Rodriguez, C.G.: Qualit\u00e9 des donn\u00e9es capteurs pour les syst\u00e8mes de surveillance de ph\u00e9nom\u00e8nes environnementaux. Ph.D. thesis, Villeurbanne, INSA (2010)"},{"key":"57_CR9","unstructured":"Rodriguez, C.G., Servigne, S.: Sensor data quality for geospatial monitoring applications. In: AGILE, 15th Internationale Conference on Geographic Information Science, pp. 1\u20136 (2012)"},{"key":"57_CR10","doi-asserted-by":"crossref","unstructured":"Ramirez, G., Fuentes, O., Tweedie, C.E.: Assessing data quality in a sensor network for environmental monitoring. In: Fuzzy Information Processing Society (NAFIPS), pp. 1\u20136. IEEE (2011)","DOI":"10.1109\/NAFIPS.2011.5752010"},{"key":"57_CR11","doi-asserted-by":"crossref","unstructured":"Klein, A., Do, H.H., Hackenbroich, G., Karnstedt, M., Lehner, W.: Representing data quality for streaming and static data. In: 23rd International Conference on Data Engineering Workshop, pp. 3\u201310. IEEE (2007)","DOI":"10.1109\/ICDEW.2007.4400967"},{"key":"57_CR12","first-page":"10","volume":"1","author":"A Klein","year":"2009","unstructured":"Klein, A., Lehner, W.: Representing data quality in sensor data streaming environments. J. Data Inf. Qual. (JDIQ) 1, 10\u201328 (2009)","journal-title":"J. Data Inf. Qual. (JDIQ)"},{"key":"57_CR13","unstructured":"Olbrich, S.: Warehousing and analyzing streaming data quality information. In: AMCIS, p. 159 (2010)"},{"key":"57_CR14","volume-title":"Digital Signal Processing: A Practical Guide for Engineers and Scientists","author":"S Smith","year":"2013","unstructured":"Smith, S.: Digital Signal Processing: A Practical Guide for Engineers and Scientists. Newnes, Oxford (2013)"},{"issue":"3","key":"57_CR15","first-page":"23","volume":"6","author":"AB Sharma","year":"2010","unstructured":"Sharma, A.B., Golubchik, L., Govindan, R.: Sensor faults: detection methods and prevalence in real-world datasets. ACM Trans. Sens. Netw. (TOSN) 6(3), 23 (2010)","journal-title":"ACM Trans. Sens. Netw. (TOSN)"},{"key":"57_CR16","doi-asserted-by":"crossref","unstructured":"Abuaitah, G.R., Wang, B.: A taxonomy of sensor network anomalies and their detection approaches. In: Technological Breakthroughs in Modern Wireless Sensor Applications, pp. 172\u2013206. IGI Global (2015)","DOI":"10.4018\/978-1-4666-8251-1.ch008"},{"issue":"1","key":"57_CR17","doi-asserted-by":"publisher","first-page":"16","DOI":"10.1504\/IJSNET.2008.016458","volume":"3","author":"Q Pang","year":"2008","unstructured":"Pang, Q., Wong, V.W.S.: Reliable data transport and congestion control in wireless sensor networks. Int. J. Sens. Netw. 3(1), 16\u201324 (2008)","journal-title":"Int. J. Sens. Netw."}],"container-title":["Lecture Notes in Computer Science","Computational Collective Intelligence"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-67077-5_57","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,12]],"date-time":"2024-03-12T17:49:27Z","timestamp":1710265767000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-67077-5_57"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017]]},"ISBN":["9783319670768","9783319670775"],"references-count":17,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-67077-5_57","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2017]]},"assertion":[{"value":"7 September 2017","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}}]}}