Evolution of semantic similarity—a survey

D Chandrasekaran, V Mago - ACM Computing Surveys (CSUR), 2021 - dl.acm.org
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 …

[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 …

[HTML][HTML] Using ontologies to enhance human understandability of global post-hoc explanations of black-box models

R Confalonieri, T Weyde, TR Besold… - Artificial Intelligence, 2021 - Elsevier
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 …

[图书][B] Semantic similarity from natural language and ontology analysis

S Harispe, S Ranwez, J Montmain - 2022 - books.google.com
Artificial Intelligence federates numerous scientific fields in the aim of developing machines
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

W Zhai, X Bai, Y Shi, Y Han, ZR Peng, C Gu - Computers, environment and …, 2019 - Elsevier
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 …

Ontology-based semantic similarity: A new feature-based approach

D Sánchez, M Batet, D Isern, A Valls - Expert systems with applications, 2012 - Elsevier
Estimation of the semantic likeness between words is of great importance in many
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

B Yan, K Janowicz, G Mai, S Gao - Proceedings of the 25th ACM …, 2017 - dl.acm.org
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 …

[HTML][HTML] A reproducible survey on word embeddings and ontology-based methods for word similarity: Linear combinations outperform the state of the art

JJ Lastra-Díaz, J Goikoetxea, MAH Taieb… - … Applications of Artificial …, 2019 - Elsevier
Human similarity and relatedness judgements between concepts underlie most of cognitive
capabilities, such as categorisation, memory, decision-making and reasoning. For this …

Enhancing data utility in differential privacy via microaggregation-based -anonymity

J Soria-Comas, J Domingo-Ferrer, D Sánchez… - The VLDB Journal, 2014 - Springer
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 …

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 …