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elevate suite factory formalizer
 
Challenge:
Role:

Use:
Technology:
Deliverables:
group product description that share similarities
editing within groups of products, assignment to domain
experts, initial taxonomy design
after formalization and before classification
minimum entropy
clusters, initial taxonomy, list of words

Product descriptions written in a variety of languages, technical terms, abbreviations, synonymous, and writing styles, significantly reducing the efficiency of data handling.
The challenge is to reduce the variance of the data and its consistency which will enable an efficient data handling.

The Formalizer roll is to transform the raw product descriptions, from any language or structure, into a more uniform, consistent description.

The Formalizer will be used as an initial step of the product data handling, before applying any of the other tools.

The Formalizer technology includes among others, tokenization, spelling correction, fuzzy-match and lexical match.

The formalization deliverables are product descriptions with low variance and high consistency.

 

                         FACTORY Tools
FORMALIZER
Product
descriptions
written in a
variety of...
CLUSTERER
Being able
to group
product
descriptions...
CLASSIFIER
One of the
more important
but at the
same time...
 
 
EXTRACTOR
A major
purpose is to
transform the
textual...
DEDUPER
Having all
product data
organized by
classified...
DESCRIPTOR
Most IT
systems cannot
hold product
data in...
 
 
                FACTORY Supporting Tools
Taxonomy
Manager
Lexicon
Manager
Source
Manager
Export
Manager