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Towards combining commonsense reasoning and knowledge acquisition to guide deep learning
Sridharan M., Mota T. Autonomous Agents and Multi-Agent Systems 37(1): 2023. Type: Article
In artificial intelligence (AI), commonsense reasoning refers to the ability to make assumptions about the characteristics and nature of everyday situations, similar to how humans perceive and interpret them. For example, it involves evaluating ph...
Jan 13 2025
Digital and strategic innovation for Alpine health tourism: natural resources, digital tools and innovation practices from HEALPS 2 project
Spoladore D., Pessot E., Sacco M., Springer International Publishing, New York , NY, 2023. 130 pp. Type: Book (978-3031154560)
To quote Romanian-French playwright Eugène Ionesco, “It is not the answer that enlightens, but the question.”...
Jan 8 2025
Petri net primer: a compendium on the core model, analysis, and synthesis
Best E., Devillers R., Springer International Publishing, Cham, Switzerland, 2024. 545 pp. Type: Book (9783031482779)
Modeling is used to analyze complex systems, and computer simulation of the systems is many decades old now. The model has to be computation-friendly in order to carry out the simulations. The book describes Petri nets, the computation-friendly mo...
Jan 6 2025
Metainferential logics
Pailos F., Da Ré B., Springer International Publishing, cham, Switzerland, 2023. 134 pp. Type: Book (9783031443800)
Metainferential logics
, by Federico Pailos and Bruno Da Ré, appears in Springer’s “Trends in Logic” series as volume 61. The book delves into the specialized field of substructural logics, with a particular focus on how th...
Dec 31 2024
Explainability is
not
a game
Marques-Silva J., Huang X. Communications of the ACM 67(7): 66-75, 2024. Type: Article
The increasing application of artificial intelligence (AI) in real-life decisions--from birth to death, from economic survival to irrecoverable debts by nations, from peace to war times and military manpower mobilization [1]--requires hi...
Dec 27 2024
Meta-learning approaches for few-shot learning: a survey of recent advances
Gharoun H., Momenifar F., Chen F., Gandomi A. ACM Computing Surveys 56(12): 1-41, 2024. Type: Article
Gharoun et al. provide a comprehensive overview of meta-learning techniques, with a focus on how these methods facilitate learning from limited data (few-shot learning, FSL). They categorize recent advancements into metric-based, memory-based, and...
Dec 20 2024
Sync problems collection: synchronization and time distribution in telecommunications
Biriukov N., Triska N., Springer International Publishing, Cham, Switzerland, 2024. 128 pp. Type: Book (9783031554278)
Sync problems collection
, by Nickolay Biriukov and Nataliya Triska, provides a clear and practical exploration of synchronization issues in the telecommunications field. Unlike many technical textbooks, this book focuses more on practical a...
Dec 18 2024
Adopting and sustaining microservice-based software development
Vitharana P., Daya S. Communications of the ACM 67(7): 34-41, 2024. Type: Article
When a new software development paradigm appears, eager potential adopters often rush into it, not knowing what they do not know. Microservice-based software development is one of the latest hot ideas in the industry. This paper is a succinct yet ...
Dec 13 2024
Exploding the myths: an introduction to artificial neural networks for prediction and forecasting
Maier H., Galelli S., Razavi S., Castelletti A., Rizzoli A., Athanasiadis I. Environmental Modelling & Software 1672023. Type: Article
Maier et al. examine artificial neural networks (ANNs) in this paper, aiming to clarify misconceptions and outline best practices for their application in prediction and forecasting....
Dec 9 2024
Sequential-hierarchical attention network: exploring the hierarchical intention feature in POI recommendation
Ma Y., Gan M. World Wide Web 27(6): 67-67, 2024. Type: Article
A point-of-interest (POI) recommender system has become an important and powerful tool for travelers. Such systems “model the impact of external factors on user behavior, such as time [and] geographical location, to predict future check-ins....
Dec 5 2024
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