A survey on the explainability of supervised machine learning
N Burkart, MF Huber - Journal of Artificial Intelligence Research, 2021 - jair.org
Predictions obtained by, eg, artificial neural networks have a high accuracy but humans
often perceive the models as black boxes. Insights about the decision making are mostly …
often perceive the models as black boxes. Insights about the decision making are mostly …
[PDF][PDF] 知识图谱构建技术综述
刘峤, 李杨, 段宏, 刘瑶, 秦志光 - 计算机研究与发展, 2016 - cdn.jsdelivr.net
摘要谷歌知识图谱技术近年来引起了广泛关注, 由于公开披露的技术资料较少,
使人一时难以看清该技术的内涵和价值. 从知识图谱的定义和技术架构出发 …
使人一时难以看清该技术的内涵和价值. 从知识图谱的定义和技术架构出发 …
Automatic ontology construction from text: a review from shallow to deep learning trend
The explosive growth of textual data on the web coupled with the increase on demand for
ontologies to promote the semantic web, have made the automatic ontology construction …
ontologies to promote the semantic web, have made the automatic ontology construction …
Information extraction meets the semantic web: a survey
JL Martinez-Rodriguez, A Hogan… - Semantic …, 2020 - content.iospress.com
We provide a comprehensive survey of the research literature that applies Information
Extraction techniques in a Semantic Web setting. Works in the intersection of these two …
Extraction techniques in a Semantic Web setting. Works in the intersection of these two …
Modular design patterns for hybrid learning and reasoning systems: a taxonomy, patterns and use cases
The unification of statistical (data-driven) and symbolic (knowledge-driven) methods is
widely recognized as one of the key challenges of modern AI. Recent years have seen a …
widely recognized as one of the key challenges of modern AI. Recent years have seen a …
Geodata science-based mineral prospectivity mapping: A review
R Zuo - Natural Resources Research, 2020 - Springer
This paper introduces the concept of geodata science-based mineral prospectivity mapping
(GSMPM), which is based on analyzing the spatial associations between geological …
(GSMPM), which is based on analyzing the spatial associations between geological …
[图书][B] Publishing and using cultural heritage linked data on the semantic web
E Hyvönen - 2012 - books.google.com
Cultural Heritage (CH) data is syntactically and semantically heterogeneous, multilingual,
semantically rich, and highly interlinked. It is produced in a distributed, open fashion by …
semantically rich, and highly interlinked. It is produced in a distributed, open fashion by …
An NLP-based architecture for the autocompletion of partial domain models
L Burgueño, R Clarisó, S Gérard, S Li… - … Conference on Advanced …, 2021 - Springer
Abstract Domain models capture the key concepts and relationships of a business domain.
Typically, domain models are manually defined by software designers in the initial phases of …
Typically, domain models are manually defined by software designers in the initial phases of …