Matching with Unstructured Data Matching product offers: 1000s of stores, millions of products Product offers are terse, unstructured text Many similar but different product offers Same product has different descriptions missing+ wrong values Panasonic Dmc-fx07 7.0 Mp Digital Camera Boxed Lumix 1054tr Panasonic Lumix- Point& Shoot-7 megapixel - Compact Sensor-36 x optical Zo Panasonic DMC-FX07 7.0 MP Digital Camera Boxed Serial #FC6GA10541r Pro Description: Panasonic Lumix DMC-FX07 -Digital camera-compact-70 Panasonic Lumix Dmc-fx07 72mp Digital Camera Gold+ 1 Year Warranty⑦ Panasonic Lumix -SLR-7.2 megapixel AcElectronicwww.ac-electronic.comCategoriesMobilePhoneDigitalCamera Camcorder Digital SLR Camera Camera Lens Bluetooth Product Camera R Add to Shortlist anasonic Lumix DMC-FXo70 MP digital camera⑧丶 e 7. 2-megapixel Lur x DMC-FX07 has a 28mm wide angle 3.6x optical zoom f/ a compact body, achieved thanks to the 4* 12 reviews R Add to ShortlistMatching with Unstructured Data  Matching product offers: 1000s of stores, millions of products – Product offers are terse, unstructured text – Many similar but different product offers – Same product has different descriptions, missing + wrong values 11