Google shopping has recently introduced a radical change to their search functionality by removing the possibility to find products through GTIN search. Learn how you can overcome this issue....
If you are not selling, then you are most likely buying goods and you probably noticed barcodes. Were you ever wondered what those are and what they represent, all the numbers and bars of different thicknesses and patterns? Do you know that there are around 100...
What is the Product Matching SoftwareHow Product Matching Softwares are Changing the eCommerce IndustryWhat does it need to offer?- Accuracy- FlexibilityConclusion The age of big data has brought us some big changes in the way we were doing eCommerce business. One may say that it improved...
With so many apps on the market, price comparison has almost become an everyday activity. However, price comparison wouldn't be possible without its key piece - product matching. For quite some time now, we're witnessing many competitors who are offering very cheap and overly...
Product matching in Price2Spy Previous topic: (Part #9) ML does work, but it’s not magic Overall results did vary from one industry to another, from one client to another – is also very much depended on factors N (number of matching candidates) and...
Product matching in Price2Spy Previous topic: (Part #8) Product matching via ML: Testing on various industries/languages Next topic: (Part #10) Product matching via ML: The results Since we said that we cannot afford to have wrong matches in Price2Spy, we were...
Product matching in Price2Spy Previous topic: (Part #7) Product matching via ML: Post-processing Next topic: (Part #9) ML does work, but it’s not magic The Product Matching project had been going on for a while, now was the time to remember our...
Product matching in Price2Spy Previous topic: (Part #6) Evaluating ML training results Next topic: (Part #8) Testing on various industries/languages This part was logically the most difficult to comprehend, at least for me. Let’s give it a try: We have 50K products...
Product matching in Price2Spy Previous topic: (Part #5) ML training Implementation Next topic: (Part #7) Post-processing How do you know if your ML model works fine? The answer is seemingly simple: you run all of the potential matching combinations through Random Forest...
Product matching in Price2Spy Previous topic: (Part #4) Preparing the ML training set Next topic: (Part #6) Evaluating ML training results Our very first implementation step was a bit non-standard. While most of ML is done in Python, Price2Spy is...