Buscar
Mostrando ítems 1-10 de 143
Aprendizado de subcategorias para Never-ending Language Learning: uma abordagem baseada em perguntas e respostas
(Universidade Federal de São CarlosUFSCarPrograma de Pós-Graduação em Ciência da Computação - PPGCCCâmpus São Carlos, 2021-01-08)
In recent years, ontologies have been used in information systems to index large corpora of documents or collections of facts and directly support user interaction with the system through functionalities such as navigation ...
Conversing learning: applying the wisdom of crowds to assist never ending learning tasks
(Universidade Federal de São CarlosUFSCarPrograma de Pós-Graduação em Ciência da Computação - PPGCCCâmpus São Carlos, 2013-09-21)
In Machine Learning systems we often apply techniques are often applied to learn about real world problems behavior from data. Traditionally, such data comes from instances of datasets (that represents the target problem) ...
Co-reference Analysis Through Descriptor Combination
(Springer, 2018-01-01)
NELL (Never-Ending Language Learning) is the first never-ending learning system presented in the literature. It has been modeled to create a knowledge based on an autonomous way, reading the web 24 hours per day, 7 days ...
Uma abordagem de sistema de recomendação orientada pelo aprendizado sem fim
(Universidade Federal de São CarlosBRUFSCarPrograma de Pós-Graduação em Ciência da Computação - PPGCC, 2014-02-28)
Recommender Systems have a very well defined function: recommend something to someone. Through Artificial Intelligence techniques, more particularly from areas such as Data Mining and Machine Learning, it is possible to ...
Aprendizado sem-fim de paráfrases
(Universidade Federal de São CarlosUFSCarPrograma de Pós-Graduação em Ciência da Computação - PPGCCCâmpus São Carlos, 2016-03-04)
Use different words to express/convey the same message is a necessity in any natural language and, as such, should be investigated in research in Natural Language Processing (NLP). When it is just a simple word, we say ...
Aprendizado de máquina multivisão aplicado à análise de correferência em um sistema de aprendizado sem fim
(Universidade Federal de São CarlosUFSCarPrograma de Pós-Graduação em Ciência da Computação - PPGCCCâmpus São Carlos, 2018-03-01)
NELL (Never-Ending Language Learning) is the first never-ending learning system presented in the litera ture. It has been modeled to create a knowledge base in an autonomous way, reading the web 24 hours per day, seven ...
Leitura da web em português em ambiente de aprendizado sem-fim
(Universidade Federal de São CarlosUFSCarPrograma de Pós-Graduação em Ciência da Computação - PPGCCCâmpus São Carlos, 2016-01-04)
NELL is a computer system that has the goal of learn to learn 24 hours per day, continuously
and learn more an better than the last day, to perform the knowledge base (KB). NELL is
running since January 12 of 2010. ...
Semi-supervised never-ending learning in rhetorical relation identification
(Bulgarian Academy of SciencesHissar, 2015-09)
Some languages do not have enough labeled data to obtain good discourse parsing, specially in the relation identification step, and the additional use of unlabeled data is a plausible solution. A workflow is presented that ...
Aplicando princípios de aprendizado de máquina na construção de um biocurador automático para o Gene Ontology (GO)
(Universidade Federal de São CarlosBRUFSCarPrograma de Pós-Graduação em Ciência da Computação - PPGCC, 2013-10-08)
Nowadays, the amount of biological data available by universities, hospitals and research centers has increased exponentially due the use of bioinformatics, with the development of methods and advanced computational tools, ...
Expansão de ontologia através de leitura de máquina contínua
(Universidade Federal de São CarlosUFSCarPrograma de Pós-Graduação em Ciência da Computação - PPGCCCâmpus São Carlos, 2015-03-31)
NELL (Never Ending Language Learning system) (CARLSON et al., 2010) is the first system to practice the Never-Ending Machine Learning paradigm techniques. It has an inactive component to continually extend its KB: OntExt ...