Accenture Global Solutions Limited

Venkatesh Nagilla

Swati Tata

Shama Firoz

Ilesha Malhotra

Jandhyala Sree Kalyani

Methods, systems, and computer-readable storage media for classification and normalization of transactional data. Description for each name included in the transactional data is extracted. Words and a frequency of words in the description with respect to each of features pre-defined for the transactional data are identified. Based on weights of the words and features and feature encoding rules, the transactional data is classified and names from the transactional data are identified for normalization. Further, one or more of various types (type 1, 2, 3, and 4) of determinations are performed to determine whether the names identified to be normalized match with any of raw names present in a global table of a database. In response to positive results of any of the determinations, normalized names are extracted from the global table for the names. The global table includes a mapping of the raw names and associated normalized names.

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Hyderabad, India

Venkatesh Nagilla