A deferred cleansing method for RFID data analytics
VLDB '06 Proceedings of the 32nd international conference on Very large data bases
Flowcube: constructing RFID flowcubes for multi-dimensional analysis of commodity flows
VLDB '06 Proceedings of the 32nd international conference on Very large data bases
Mining compressed commodity workflows from massive RFID data sets
CIKM '06 Proceedings of the 15th ACM international conference on Information and knowledge management
RFID data management for effective objects tracking
Proceedings of the 2007 ACM symposium on Applied computing
Adaptive fastest path computation on a road network: a traffic mining approach
VLDB '07 Proceedings of the 33rd international conference on Very large data bases
Managing RFID data in supply chains
International Journal of Internet Protocol Technology
Efficient storage scheme and query processing for supply chain management using RFID
Proceedings of the 2008 ACM SIGMOD international conference on Management of data
Proceedings of the 2008 ACM SIGMOD international conference on Management of data
Cascadia: A System for Specifying, Detecting, and Managing RFID Events
Proceedings of the 6th international conference on Mobile systems, applications, and services
The design and implementation of an OLAP system for sequence data analysis
Proceedings of the 2nd SIGMOD PhD workshop on Innovative database research
Fuzzy Association Rule Mining from Spatio-temporal Data
ICCSA '08 Proceeding sof the international conference on Computational Science and Its Applications, Part I
Frequent spatio-temporal patterns in trajectory data warehouses
Proceedings of the 2009 ACM symposium on Applied Computing
GSN '09 Proceedings of the 3rd International Conference on GeoSensor Networks
Incremental aggregation of RFID data
IDEAS '09 Proceedings of the 2009 International Database Engineering & Applications Symposium
Efficient and effective RFID data warehousing
IDEAS '09 Proceedings of the 2009 International Database Engineering & Applications Symposium
Supporting ranking pattern-based aggregate queries in sequence data cubes
Proceedings of the 18th ACM conference on Information and knowledge management
Mining association rules for RFID data with concept hierarchy
ICACT'09 Proceedings of the 11th international conference on Advanced Communication Technology - Volume 2
Authentication and location control via RFID analysis
ETFA'09 Proceedings of the 14th IEEE international conference on Emerging technologies & factory automation
Real-time event handling in an RFID middleware system
DNIS'07 Proceedings of the 5th international conference on Databases in networked information systems
Fast track article: A temporal RFID data model for querying physical objects
Pervasive and Mobile Computing
Leveraging spatio-temporal redundancy for RFID data cleansing
Proceedings of the 2010 ACM SIGMOD International Conference on Management of data
Put all eggs in one basket: an OLTP and OLAP database approach for traceability data
Proceedings of the Fourth SIGMOD PhD Workshop on Innovative Database Research
Efficient techniques for monitoring missing RFID tags
IEEE Transactions on Wireless Communications
Applying data warehousing technique in pervasive assistive environment
Proceedings of the 3rd International Conference on PErvasive Technologies Related to Assistive Environments
Joined Q-ary tree anti-collision for massive tag movement distribution
ACSC '10 Proceedings of the Thirty-Third Australasian Conferenc on Computer Science - Volume 102
Unified Q-ary tree for RFID tag anti-collision resolution
ADC '09 Proceedings of the Twentieth Australasian Conference on Australasian Database - Volume 92
Effectively monitoring RFID based systems
ADBIS'10 Proceedings of the 14th east European conference on Advances in databases and information systems
Towards bounding sequential patterns
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Managing RFID events in large-scale distributed RFID infrastructures
Information Technology and Management
RFID enabled traceability networks: a survey
Distributed and Parallel Databases
Monitoring environmental performance of the forestry supply chain using RFID
Computers in Industry
I/O-efficient algorithms for answering pattern-based aggregate queries in a sequence OLAP system
Proceedings of the 20th ACM international conference on Information and knowledge management
RFID data analysis using tensor calculus for supply chain management
Proceedings of the 20th ACM international conference on Information and knowledge management
Using RFID for tracing cumulated resources and emissions in supply chain
International Journal of Ad Hoc and Ubiquitous Computing
Developing RFID database models for analysing moving tags in supply chain management
ER'11 Proceedings of the 30th international conference on Conceptual modeling
Query answering on trajectory cuboids using prime numbers encodings
Proceedings of the 15th Symposium on International Database Engineering & Applications
A robust and secure RFID-based pedigree system (short paper)
ICICS'06 Proceedings of the 8th international conference on Information and Communications Security
Warehousing and mining massive RFID data sets
ADMA'06 Proceedings of the Second international conference on Advanced Data Mining and Applications
SMART: Stream Monitoring enterprise Activities by RFID Tags
Information Sciences: an International Journal
Efficient and effective query answering for trajectory cuboids
FQAS'11 Proceedings of the 9th international conference on Flexible Query Answering Systems
An effective and adaptive data cleaning technique for colossal RFID data sets in healthcare
WSEAS Transactions on Information Science and Applications
An improved data warehouse model for RFID data in supply chain
ACIIDS'12 Proceedings of the 4th Asian conference on Intelligent Information and Database Systems - Volume Part I
An approximate duplicate elimination in RFID data streams
Data & Knowledge Engineering
Warehousing and querying trajectory data streams with error estimation
Proceedings of the fifteenth international workshop on Data warehousing and OLAP
A new deferred cleansing technique for effective warehousing of RFID
Proceedings of the Second International Conference on Computational Science, Engineering and Information Technology
Data management in RFID applications
DEXA'07 Proceedings of the 18th international conference on Database and Expert Systems Applications
Get tracked: a triple store for RFID traceability data
ADBIS'12 Proceedings of the 16th East European conference on Advances in Databases and Information Systems
Modeling sovereign RFID data streams in collaborative traceable networks
WISE'12 Proceedings of the 13th international conference on Web Information Systems Engineering
A framework for distributed managing uncertain data in RFID traceability networks
WISE'12 Proceedings of the 13th international conference on Web Information Systems Engineering
OLAP-Like analysis of time point-based sequential data
ER'12 Proceedings of the 2012 international conference on Advances in Conceptual Modeling
RFID-data compression for supporting aggregate queries
ACM Transactions on Database Systems (TODS)
Fast evaluation of iceberg pattern-based aggregate queries
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
RFID-enabled business process intelligence in retail stores: a case report
Journal of Theoretical and Applied Electronic Commerce Research
Use of RFID Technology for Automatic Job Costing
International Journal of Information Systems and Social Change
Dealing with trajectory streams by clustering and mathematical transforms
Journal of Intelligent Information Systems
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Radio Frequency Identification (RFID) applications are set to play an essential role in object tracking and supply chain management systems. In the near future, it is expected that every major retailer will use RFID systems to track the movement of products from suppliers to warehouses, store backrooms and eventually to points of sale. The volume of information generated by such systems can be enormous as each individual item (a pallet, a case, or an SKU) will leave a trail of data as it moves through different locations. As a departure from the traditional data cube, we propose a new warehousing model that preserves object transitions while providing significant compression and path-dependent aggregates, based on the following observations: (1) items usually move together in large groups through early stages in the system (e.g., distribution centers) and only in later stages (e.g., stores) do they move in smaller groups, and (2) although RFID data is registered at the primitive level, data analysis usually takes place at a higher abstraction level. Techniques for summarizing and indexing data, and methods for processing a variety of queries based on this framework are developed in this study. Our experiments demonstrate the utility and feasibility of our design, data structure, and algorithms.