明 eti RFID Data Mining Opportunities and Challenges Joshua huang E-Business Technology Institute The University of Hong Kong 25 August 2007 WSIETA2007 Chengdu. sichuan China
1 RFID Data Mining: Opportunities and Challenges Joshua Huang E-Business Technology Institute The University of Hong Kong 25 August 2007 WSIETA2007 Chengdu, Sichuan, China
明 Agenda eti Overview of RFID Technology and applications RFID in Logistics and Supply Chain Management Research areas Data Collection and Processing Data management Event Processing Data Mining · Summary
2 Agenda • Overview of RFID Technology and Applications • RFID in Logistics and Supply Chain Management • Research Areas – Data Collection and Processing – Data Management – Event Processing – Data Mining • Summary
Ba RFID Technology Components eti iC or, microprocessor RFID Tag RFID Reader antenna RFID Tag RF Antenna Network Workstation
3 RFID Technology Components RFID Tag IC or microprocessor antenna
图】 Tags and Readers eti · Passive Tags · Readers Without battery Active Tags 22514 With battery "Quietized" Fully Enclosed Conveyor Tunnel Reader
4 Tags and Readers • Passive Tags – Without battery. • Active Tags – With battery • Readers Symbol Reader
Bal RFID middleware eti RFID middleware Data filtering Internal Readers database and aggregation ERP Readers CRM Data routing nd integration Process WMS management EPC Readers applications Source: Forrester Research: RFID Middleware( FORRESTER
5 RFID middleware Source: Forrester Research: RFID Middleware
明 RFID applications eti 60.3 Ticketing 137.5 Supply chain 438 49.3 Sensing 1.3 Security 4540 RTs上986 Retail POs 45.8 Rental Tracking口356 Auto Immobilizer 1484 Baggage Handling 24.5 Asset Tracking 3629 Animal Tracking[ 100.8 Smart Shelves
6 RFID applications Bill of Lading Material Tracking Smart Shelves Smart Shelves RFID Revenues by Application Market 2006 = $2.3 Billion 100.8 362.9 148.4 98.6 454.0 1.3 438.3 137.5 354.6 60.3 49.3 45.8 35.6 24.5 0 100 200 300 400 500 Animal Tracking Asset Tracking Baggage Handling Auto Immobilizer Rental Tracking Retail POS RTLS Security Sensing Shop-Floor Supply Chain Ticketing Toll Other
Ba. Library Example eti 图器x OTAGSYS ⊙2002 TAGSYS Book search and inventory Security control and check out
7 Library Example Book search and inventory Security control and check out
a Bridging Physical and Digital Worlds eti Rug Rack On Top I 290:40/00 48-TEF 797074037300T779 0s0.10/66 0o0.10074 tee: 2c Beetee J8 10:/:0:0T Lee: 15 lat= 041 10/:021 Carteret l L 20.:20/0:027
8 Bridging Physical and Digital Worlds ?
明 Agenda eti Overview of RFID Technology and applications RFID in Logistics and Supply Chain Management Research areas Data Collection and Processing Data management Event Processing Data Mining · Summary
9 Agenda • Overview of RFID Technology and Applications • RFID in Logistics and Supply Chain Management • Research Areas – Data Collection and Processing – Data Management – Event Processing – Data Mining • Summary
Logistics and supply chain eg Management eti Logistics-. the process of planning, implementing, and controlling the efficient, effective flow and storage of goods services, and related information from point of origin to point of consumption for the purpose of conforming to customer requirements. -- Council of Logistics Management, http:/www.clm1.org/mission.html12Feb98) Supply Chain Management (SCM)-. the oversight of materials, information, and finances moving in a process from supplier to manufacturer to wholesaler to retailer to consumer SCM involves coordinating and integrating these flows both within and among companies
10 Logistics and Supply Chain Management • Logistics - ...the process of planning, implementing, and controlling the efficient, effective flow and storage of goods, services, and related information from point of origin to point of consumption for the purpose of conforming to customer requirements. -- (Council of Logistics Management, http://www.clm1.org/mission.html, 12 Feb 98) • Supply Chain Management (SCM) - …the oversight of materials, information, and finances moving in a process from supplier to manufacturer to wholesaler to retailer to consumer. SCM involves coordinating and integrating these flows both within and among companies