H.I.D.R.A.: A Hierarchical, Interactive and Dynamic Recognition Architecture for Product Categorization

Renato Cordeiro Ferreira; Ígor Bonadio; Vinicius Resende; Beatriz Marouelli; Junior Koch; Henrique Oliveira; Leandro Fadelli; Helton Alponti; André Formento; Rodrigo Vedovato

doi:10.5753/cbsoft_estendido.2020.14622

H.I.D.R.A.: A Hierarchical, Interactive and Dynamic Recognition Architecture for Product Categorization

Renato Cordeiro Ferreira
, Ígor Bonadio
, Vinicius Resende
, Beatriz Marouelli
, Junior Koch
, Henrique Oliveira
, Leandro Fadelli
, Helton Alponti
, André Formento
, Rodrigo Vedovato

Data Governance

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

Abstract

The Hierarchical, Interactive and Dynamic Recognition Architecture (HIDRA) for Product Categorization is a new intelligent system architecture developed by Elo7 to easily evolve its category tree and automatically classify millions of products, thus improving the page ranking of our marketplace.

Original language	Undefined/Unknown
Title of host publication	Companion Proceedings of the 11th Brazilian Conference on Software: Theory and Practice
Pages	139–143
DOIs	https://doi.org/10.5753/cbsoft_estendido.2020.14622
Publication status	Published - 19 Oct 2020

Keywords

Intelligent System
Machine Learning
Product Categorization
Reactive Architecture
Event Streaming
Microservices
Weak Supervised Learning

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10.5753/cbsoft_estendido.2020.14622

Cite this

Ferreira, R. C., Bonadio, Í., Resende, V., Marouelli, B., Koch, J., Oliveira, H., Fadelli, L., Alponti, H., Formento, A., & Vedovato, R. (2020). H.I.D.R.A.: A Hierarchical, Interactive and Dynamic Recognition Architecture for Product Categorization. In Companion Proceedings of the 11th Brazilian Conference on Software: Theory and Practice (pp. 139–143) https://doi.org/10.5753/cbsoft_estendido.2020.14622

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abstract = "The Hierarchical, Interactive and Dynamic Recognition Architecture (HIDRA) for Product Categorization is a new intelligent system architecture developed by Elo7 to easily evolve its category tree and automatically classify millions of products, thus improving the page ranking of our marketplace.",

keywords = "Intelligent System, Machine Learning, Product Categorization, Reactive Architecture, Event Streaming, Microservices, Weak Supervised Learning",

author = "Ferreira, \{Renato Cordeiro\} and {\'I}gor Bonadio and Vinicius Resende and Beatriz Marouelli and Junior Koch and Henrique Oliveira and Leandro Fadelli and Helton Alponti and Andr{\'e} Formento and Rodrigo Vedovato",

year = "2020",

month = oct,

day = "19",

doi = "10.5753/cbsoft\_estendido.2020.14622",

language = "Undefined/Unknown",

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booktitle = "Companion Proceedings of the 11th Brazilian Conference on Software: Theory and Practice",

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Ferreira, RC, Bonadio, Í, Resende, V, Marouelli, B, Koch, J, Oliveira, H, Fadelli, L, Alponti, H, Formento, A & Vedovato, R 2020, H.I.D.R.A.: A Hierarchical, Interactive and Dynamic Recognition Architecture for Product Categorization. in Companion Proceedings of the 11th Brazilian Conference on Software: Theory and Practice . pp. 139–143. https://doi.org/10.5753/cbsoft_estendido.2020.14622

H.I.D.R.A.: A Hierarchical, Interactive and Dynamic Recognition Architecture for Product Categorization. / Ferreira, Renato Cordeiro; Bonadio, Ígor; Resende, Vinicius et al.
Companion Proceedings of the 11th Brazilian Conference on Software: Theory and Practice . 2020. p. 139–143.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

TY - GEN

T1 - H.I.D.R.A.: A Hierarchical, Interactive and Dynamic Recognition Architecture for Product Categorization

AU - Ferreira, Renato Cordeiro

AU - Bonadio, Ígor

AU - Resende, Vinicius

AU - Marouelli, Beatriz

AU - Koch, Junior

AU - Oliveira, Henrique

AU - Fadelli, Leandro

AU - Alponti, Helton

AU - Formento, André

AU - Vedovato, Rodrigo

PY - 2020/10/19

Y1 - 2020/10/19

N2 - The Hierarchical, Interactive and Dynamic Recognition Architecture (HIDRA) for Product Categorization is a new intelligent system architecture developed by Elo7 to easily evolve its category tree and automatically classify millions of products, thus improving the page ranking of our marketplace.

AB - The Hierarchical, Interactive and Dynamic Recognition Architecture (HIDRA) for Product Categorization is a new intelligent system architecture developed by Elo7 to easily evolve its category tree and automatically classify millions of products, thus improving the page ranking of our marketplace.

KW - Intelligent System

KW - Machine Learning

KW - Product Categorization

KW - Reactive Architecture

KW - Event Streaming

KW - Microservices

KW - Weak Supervised Learning

UR - https://doi.org/10.5753/cbsoft_estendido.2020.14622

U2 - 10.5753/cbsoft_estendido.2020.14622

DO - 10.5753/cbsoft_estendido.2020.14622

M3 - Conference contribution

SP - 139

EP - 143

BT - Companion Proceedings of the 11th Brazilian Conference on Software: Theory and Practice

ER -

H.I.D.R.A.: A Hierarchical, Interactive and Dynamic Recognition Architecture for Product Categorization

Abstract

Keywords

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