[HTML][HTML] A reproducible survey on word embeddings and ontology-based methods for word similarity: Linear combinations outperform the state of the art
Human similarity and relatedness judgements between concepts underlie most of cognitive
capabilities, such as categorisation, memory, decision-making and reasoning. For this …
capabilities, such as categorisation, memory, decision-making and reasoning. For this …
Enhancing data utility in differential privacy via microaggregation-based -anonymity
It is not uncommon in the data anonymization literature to oppose the “old” k k-anonymity
model to the “new” differential privacy model, which offers more robust privacy guarantees …
model to the “new” differential privacy model, which offers more robust privacy guarantees …
System and method for the indexing and retrieval of semantically annotated data using an ontology-based information retrieval model
JJL DIAZ, AG SERRANO - US Patent 10,509,814, 2019 - Google Patents
System and method for the indexing and retrieval of seman tically annotated information
units from a collection of semantically annotated indexed information units in response to a …
units from a collection of semantically annotated indexed information units in response to a …
[图书][B] Database anonymization: privacy models, data utility, and microaggregation-based inter-model connections
The current social and economic context increasingly demands open data to improve
scientific research and decision making. However, when published data refer to individual …
scientific research and decision making. However, when published data refer to individual …
Semantic similarity based on taxonomies
The evaluation of the semantic similarity of concepts organized according to taxonomies is a
long-standing problem in computer science and has attracted great attention from …
long-standing problem in computer science and has attracted great attention from …
Semantic measures for the comparison of units of language, concepts or instances from text and knowledge base analysis
Semantic measures are widely used today to estimate the strength of the semantic
relationship between elements of various types: units of language (eg, words, sentences …
relationship between elements of various types: units of language (eg, words, sentences …
[HTML][HTML] HESML: A scalable ontology-based semantic similarity measures library with a set of reproducible experiments and a replication dataset
This work is a detailed companion reproducibility paper of the methods and experiments
proposed by Lastra-Díaz and García-Serrano in (2015, 2016)[56–58], which introduces the …
proposed by Lastra-Díaz and García-Serrano in (2015, 2016)[56–58], which introduces the …
[HTML][HTML] Enhancing user creativity: Semantic measures for idea generation
GV Georgiev, DD Georgiev - Knowledge-Based Systems, 2018 - Elsevier
Human creativity generates novel ideas to solve real-world problems. This thereby grants us
the power to transform the surrounding world and extend our human attributes beyond what …
the power to transform the surrounding world and extend our human attributes beyond what …
Semantic variance: an intuitive measure for ontology accuracy evaluation
Ontology evaluation is a relevant issue in the field of knowledge representation. It aims at
quantifying the quality of ontologies, so that potential users can have an idea of their …
quantifying the quality of ontologies, so that potential users can have an idea of their …
Knowledge graph enhanced community detection and characterization
Recent studies show that by combining network topology and node attributes, we can better
understand community structures in complex networks. However, existing algorithms do not …
understand community structures in complex networks. However, existing algorithms do not …