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Entity Resolution is not so Relevant — Cloud Customer Connect
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Entity Resolution is not so Relevant

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edited Feb 7, 2019 6:25AM in Digital Assistant and Mobile 8 comments

Summary

Seeing Irrelevant Entity matches for the data provided

Content

Hello developers,
I have a requirement where there are a lot of products. The name of the product should be resolved from the user input.
I am using entity matching technique to resolve the data. The matched entities are not as expected. 
I don't understand what I am missing. Any suggestions and information on achieving this are much appreciated.
Attaching the data I used to train the bot with and the response from the bot. Please let me know your inputs.

My Entities:

entity,value,synonyms
PRODUCTNAME,AutoCAD Map 3D 2014,AutoCAD Map 3D 2014: AutoCAD Map: AutoCAD
PRODUCTNAME,AutoCAD Map 3D 2014 (x64),AutoCAD Map 3D 2014 (x64): AutoCAD Map: AutoCAD
PRODUCTNAME,AutoCAD Map 3D 2015,AutoCAD Map 3D 2015: AutoCAD Map: AutoCAD
PRODUCTNAME,AutoCAD Map 3D 2015 (X64),AutoCAD Map 3D 2015 (X64): AutoCAD Map: AutoCAD
PRODUCTNAME,AutoCAD Plant 3D 2018,AutoCAD Plant 3D 2018: AutoCAD
PRODUCTNAME,AutoCAD Home License,AutoCAD Home License:  AutoCAD
PRODUCTNAME,AutoCAD Inventor,AutoCAD Inventor:  AutoCAD
PRODUCTNAME,AutoCAD 2012,AutoCAD 2012: AutoCAD
PRODUCTNAME,AutoCAD 2014,AutoCAD 2014: AutoCAD
PRODUCTNAME,AutoCAD 2014 (x64),AutoCAD 2014 (x64): AutoCAD
PRODUCTNAME,AutoCAD 2017,AutoCAD 2017: AutoCAD
PRODUCTNAME,AutoCAD 2018,AutoCAD 2018: AutoCAD
Tagged:

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