US 2019/0197116 A1 · Intelligent Routing Services and Systems

Abstract

A source content routing system is described for distributing source content received from clients such as documents, to translators for performing translation services on the source content. The routing system extracts source content features, which may be represented as vectors. The vectors may be assembled into an input matrix, which may be processed using an artificial neural network, classifier, perceptron, CRF model, and/or the like, to select a translator such as a machine translation system and/or human. The translator provides translation services translation from a source language to a target language, post translation editing, proof reading, quality analysis of a machine, quality analysis of human translation, and/or the like and returns the product to the content routing system or clients.

Claims20

Dependent claims

A non-transitory computer readable storage media having a program embodied thereon, the program being executable by a processor at a server to perform a method for routing documents for translation services to translators, the method comprising:

receiving a translator feature for a each of a plurality of translators, each translator feature comprising one or more values representing performance of translation services by the translator;
receiving a plurality of job features, each job feature comprising one or more values representing a type of translation service;
receiving a document for translation services;
extracting a plurality of document content features from content of the document, each document content feature comprising one or more values representing the document content;
generating an input matrix from the document content features;
generating a target matrix for the plurality of translators from the plurality of translator features;
processing the input matrix using a target matrix an a weight matrix for an artificial neural network to select a translator from the plurality of translators;
and
routing the received document to the selected translator for performing the translation services.

6 more elements

Dependencies are inferred from the claim text.

Intelligent Routing Services and Systems

Life of this patent

Intelligent Routing Services and Systems

Life of this patent

Abstract

Claims20