Pesquisa de Doutorado da Veronica

Sérgio fica desconfortável com avaliações somente qualitativas Daniel ratifica a importância de formalizar a "Best" Possible Answer, independente da avaliação - Best é subjetiva, depende da ação (que pode ser circunscrita, fixada) e das pessoas Abdução para cada CLAIM, quais fatores serão levados em consideração para considerar uma Alegação Verdadeira Mesmo que só um CLAIM seja recuperado, ainda é preciso avaliar a veracidade Quando recuperam vários CLAIMS ainda pode ser necesário completar o contexto antes da avaliação Ontologia é esquema KG Contextualizado é estender a Ontologia para identificar o contexto Cenário do dado incompleto poderá gerar multiplas respostas: Em um grafo existente, incluir o mapeamento do Contexto e ainda podem haver instâncias incompletas Limites: vamos acessar as referências para obter mais informações ou vamos orientar aos usuários a buscar nas referências Esgotar os recursos do KG para verificar a veracidade do CLAIM e apontar a incompletude do K...

Fonte: https://plato.stanford.edu/entries/abduction/ In the philosophical literature, the term “ abduction ” is used in two related but different senses. In both senses, the term refers to some form of explanatory reasoning . However, in the historically first sense, it refers to the place of explanatory reasoning in generating hypotheses, while in the sense in which it is used most frequently in the modern literature it refers to the place of explanatory reasoning in justifying hypotheses. In the latter sense, abduction is also often called “ Inference to the Best Explanation. ” [Definição moderna: justificar hipóteses. Inferir a Melhor Explicação] Most philosophers agree that abduction (in the sense of Inference to the Best Explanation) is a type of inference that is frequently employed, in some form or other, both in everyday and in scientific reasoning. [Usada tanto no dia a dia quanto na própria ciência] The type of inference exhibited here is called abduction or, somewhat more c...

  Hofer, M., Obraczka, D., Saeedi, A., Kopcke, H., & Rahm, E. (2023). Construction of Knowledge Graphs: State and Challenges. ArXiv, abs/2302.11509. Abstract. ... In this work we first discuss the main graph models for KGs and introduce the major requirement for future KG construction pipelines. We then provide an overview of the necessary steps to build high-quality KGs including cross-cutting topics such as metadata management, ontology development and quality assurance. We then evaluate the state of the art of KG construction w.r.t the introduced requirements for specific popular KGs as well as some recent tools and strategies for KG construction. Finally we identify areas in need of further research and improvement. 1. Introduction 2. KG background and requirements for KG construction 2.1. Knowledge Graph KGs realize a physical data integration where the information from different sources is combined in a new logically centralized graph-like representation. KGs are schema-f...