On a certain research gap in big data mining for customer insights

M Mach-Król, B Hadasik - Applied Sciences, 2021 - mdpi.com
The main purpose of this paper is to provide a theoretically grounded discussion on big data
mining for customer insights, as well as to identify and describe a research gap due to the …

Event mining in multimedia streams

L Xie, H Sundaram, M Campbell - Proceedings of the IEEE, 2008 - ieeexplore.ieee.org
Events are real-world occurrences that unfold over space and time. Event mining from
multimedia streams improves the access and reuse of large media collections, and it has …

[图书][B] Handbook of knowledge representation

F Van Harmelen, V Lifschitz, B Porter - 2008 - books.google.com
Handbook of Knowledge Representation describes the essential foundations of Knowledge
Representation, which lies at the core of Artificial Intelligence (AI). The book provides an up …

Designing core ontologies

M d'Aquin, A Gangemi, A Scherp, C Saathoff… - Applied …, 2011 - journals.sagepub.com
One of the key factors that hinders integration of distributed, heterogeneous information
systems is the lack of a formal basis for modeling the complex, structured knowledge that is …

Incremental learning of event definitions with inductive logic programming

N Katzouris, A Artikis, G Paliouras - Machine Learning, 2015 - Springer
Event recognition systems rely on knowledge bases of event definitions to infer occurrences
of events in time. Using a logical framework for representing and reasoning about events …

Probabilistic event calculus for event recognition

A Skarlatidis, G Paliouras, A Artikis… - ACM Transactions on …, 2015 - dl.acm.org
Symbolic event recognition systems have been successfully applied to a variety of
application domains, extracting useful information in the form of events, allowing experts or …

Cognitive architectures for artificial intelligence ethics

SJ Bickley, B Torgler - Ai & Society, 2023 - Springer
As artificial intelligence (AI) thrives and propagates through modern life, a key question to
ask is how to include humans in future AI? Despite human involvement at every stage of the …

Online learning of event definitions

N Katzouris, A Artikis, G Paliouras - Theory and Practice of Logic …, 2016 - cambridge.org
Systems for symbolic event recognition infer occurrences of events in time using a set of
event definitions in the form of first-order rules. The Event Calculus is a temporal logic that …

[图书][B] Chronicles: Formalization of a temporal model

T Guyet, P Besnard - 2023 - Springer
This book is intended as an introduction to what we feel is a versatile model for temporal
data, initiated by the work of Ch. Dousson in the 1990's. This temporal model, that has been …

Modeling and reasoning in event calculus using goal-directed constraint answer set programming

J Arias, M Carro, Z Chen, G Gupta - Theory and Practice of Logic …, 2022 - cambridge.org
Automated commonsense reasoning (CR) is essential for building human-like AI systems
featuring, for example, explainable AI. Event calculus (EC) is a family of formalisms that …