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Implementation of a pipeline in order to extract information from a transaction short description text: a knowledge discovery on card transaction data

Raffaella Maria Polistena

Implementation of a pipeline in order to extract information from a transaction short description text: a knowledge discovery on card transaction data.

Rel. Tania Cerquitelli. Politecnico di Torino, Corso di laurea magistrale in Ingegneria Gestionale, 2019

Abstract:

This work aims to discover knowledge from a card transaction dataset. The starting data model is characterized by both structured data and unstructured data, thus we implement a pipeline for processing the transaction short description text in order to extract information by using a Named Entities Recognition (NER) model. Afterwards, we enrich the starting data model by extracted metadata and, using a dataset got from a real context, try to identify clusters among users.

Relators: Tania Cerquitelli
Academic year: 2018/19
Publication type: Electronic
Number of Pages: 66
Additional Information: Tesi secretata. Fulltext non presente
Subjects:
Corso di laurea: Corso di laurea magistrale in Ingegneria Gestionale
Classe di laurea: New organization > Master science > LM-31 - MANAGEMENT ENGINEERING
Ente in cotutela: TU Delft - Web Information System Group (PAESI BASSI)
Aziende collaboratrici: Arch. Rosalba Bigaran - Studio Tecnico
URI: http://webthesis.biblio.polito.it/id/eprint/10710
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