Probabilistic Event Extraction from RFID Data
作者： Nodira Khoussainova , Magdalena Balazinska , Dan Suciu
DOI: 10.1109/ICDE.2008.4497596
关键词: Artificial intelligence 、 Computer science 、 Probabilistic logic 、 Event (computing) 、 Ambiguity 、 Data mining 、 Pattern recognition 、 Feature extraction 、 Extraction (military)
摘要: We present PEEX, a system that enables applications to define and extract meaningful probabilistic high-level events from RFID data. PEEX effectively copes with errors in the data inherent ambiguity of event extraction.
sci-hub.se 参考文章(14)
Jennifer Widom, Trio: A System for Integrated Management of Data, Accuracy, and Lineage conference on innovative data systems research. pp. 262- 276 ,(2004)
Gaetano Borriello, Waylon Brunette, Matthew Hall, Carl Hartung, Cameron Tangney, Reminding About Tagged Objects Using Passive RFIDs ubiquitous computing. pp. 36- 53 ,(2004) , 10.1007/978-3-540-30119-6_3
Christian Floerkemeier, Matthias Lampe, Issues with RFID Usage in Ubiquitous Computing Applications Lecture Notes in Computer Science. pp. 188- 193 ,(2004) , 10.1007/978-3-540-24646-6_13
Peiya Liu, Fusheng Wang, Temporal management of RFID data very large data bases. pp. 1128- 1139 ,(2005)
Val Tannen, Todd J. Green, Models for Incomplete and Probabilistic Information. IEEE Data(base) Engineering Bulletin. ,vol. 29, pp. 17- 24 ,(2006)
Shawn R. Jeffery, Gustavo Alonso, Michael J. Franklin, Wei Hong, Jennifer Widom, Declarative Support for Sensor Data Cleaning Lecture Notes in Computer Science. pp. 83- 100 ,(2006) , 10.1007/11748625_6
M. Philipose, K.P. Fishkin, M. Perkowitz, D.J. Patterson, D. Fox, H. Kautz, D. Hahnel, Inferring activities from interactions with objects IEEE Pervasive Computing. ,vol. 3, pp. 50- 57 ,(2004) , 10.1109/MPRV.2004.7
Evan Welbourne, Magdalena Balazinska, Gaetano Borriello, Waylon Brunette, Challenges for Pervasive RFID-Based Infrastructures pervasive computing and communications. pp. 388- 394 ,(2007) , 10.1109/PERCOMW.2007.26
Hetal Thakkar, Jun Rao, Sangeeta Doraiswamy, Latha S. Colby, A deferred cleansing method for RFID data analytics very large data bases. pp. 175- 186 ,(2006) , 10.5555/1182635.1164144
Nodira Khoussainova, Magdalena Balazinska, Dan Suciu, Towards correcting input data errors probabilistically using integrity constraints Proceedings of the 5th ACM international workshop on Data engineering for wireless and mobile access - MobiDE '06. pp. 43- 50 ,(2006) , 10.1145/1140104.1140114