Evolution of semantic similarity—a survey
Estimating the semantic similarity between text data is one of the challenging and open
research problems in the field of Natural Language Processing (NLP). The versatility of …
research problems in the field of Natural Language Processing (NLP). The versatility of …
[PDF][PDF] A review of semantic similarity measures in wordnet
L Meng, R Huang, J Gu - International Journal of Hybrid Information …, 2013 - gvpress.com
Semantic similarity has attracted great concern for a long time in artificial intelligence,
psychology and cognitive science. In recent years the measures based on WordNet have …
psychology and cognitive science. In recent years the measures based on WordNet have …
[HTML][HTML] Using ontologies to enhance human understandability of global post-hoc explanations of black-box models
The interest in explainable artificial intelligence has grown strongly in recent years because
of the need to convey safety and trust in the 'how'and 'why'of automated decision-making to …
of the need to convey safety and trust in the 'how'and 'why'of automated decision-making to …
[LIBRO][B] Semantic similarity from natural language and ontology analysis
Artificial Intelligence federates numerous scientific fields in the aim of develo** machines
able to assist human operators performing complex treatments---most of which demand high …
able to assist human operators performing complex treatments---most of which demand high …
Beyond Word2vec: An approach for urban functional region extraction and identification by combining Place2vec and POIs
The actual functions of a region may not reflect the intent of the original zoning scheme from
planners. To identify the actual urban functional regions, numerous methods have been …
planners. To identify the actual urban functional regions, numerous methods have been …
Ontology-based semantic similarity: A new feature-based approach
Estimation of the semantic likeness between words is of great importance in many
applications dealing with textual data such as natural language processing, knowledge …
applications dealing with textual data such as natural language processing, knowledge …
From itdl to place2vec: Reasoning about place type similarity and relatedness by learning embeddings from augmented spatial contexts
Understanding, representing, and reasoning about Points Of Interest (POI) types such as
Auto Repair, Body Shop, Gas Stations, or Planetarium, is a key aspect of geographic …
Auto Repair, Body Shop, Gas Stations, or Planetarium, is a key aspect of geographic …
[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 …
Recommender systems: A systematic review of the state of the art literature and suggestions for future research
F Alyari, N Jafari Navimipour - Kybernetes, 2018 - emerald.com
Purpose This paper aims to identify, evaluate and integrate the findings of all relevant and
high-quality individual studies addressing one or more research questions about …
high-quality individual studies addressing one or more research questions about …