Analogical reasoning: An algorithm comparison for natural language processing

K Combs, T Bihl, S Ganapathy, D Staples - 2022 - scholarspace.manoa.hawaii.edu
… while modeling a human’s shortterm and long-term memory [29]. DORA focuses on improving
and incorporatingAMBR was one of the first word-based hybrid AR model and was later …

Accessibility and memory control during analogical problem solving

TM Valle Muñoz - 2020 - digibug.ugr.es
… the memory dynamics involved in analogical reasoning More … memory theories such as the
spreading activation model of … it was required to integrate multiple relations and interference …

Application of analogical reasoning for use in visual knowledge extraction

KL Combs - 2021 - rave.ohiolink.edu
integrated with the AR vector space model, Global Vectors (GloVe), in the proposed, Image
Recognition Through Analogical Reasoning … (referred to simply as AMBR for the remainder of …

Simulation of episode blending in the AMBR model

M Grinberg, B Kokinov - Proceedings of Eurocogsci 03, 2019 - taylorfrancis.com
… interaction of memory and analogy-making in the AMBR model. This … reasoning. The current
paper presents a simulation study with … This architecture is a hybrid one integrating symbolic …

Data-driven design-by-analogy: state-of-the-art and future directions

S Jiang, J Hu, KL Wood, J Luo - Journal of …, 2022 - asmedigitalcollection.asme.org
memory-based reasoning (AMBR) model [35] consists of many micro-agents, each of which
represents a small piece of knowledge that enables analogy-making… an integrated and …

Semantics of Analogies from a Logical Perspective

AMH Abdelfattah, U Krumnack - KI-Künstliche Intelligenz, 2019 - Springer
… We show that the syntactic process of analogy-making by … [7], Copycat [4], and AMBR /
DUAL [8]. An overview of various … Integration of memory and reasoning in analogy-making: the …

Analogy

C Tijus - … for Soft Computing and Approximate Reasoning …, 2021 - Springer
… such as the model named AMBR that stands for “Associative Memory-Based Reasoning.” It
… For solving analogies, memory and reasoning are highly integrated in Neural Nets and high …

[PDF][PDF] Analogies Versus Rules in Cognitive Architecture

KD Forbus, ET Hinrichs… - … of Advances in …, 2020 - advancesincognitivesystems.github …
Integrating memory and reasoning in analogy-making: the AMBR model. In Gentner D,
Holyoak KJ, Kokinov BN, eds. The Analogical Mind: Perspectives from Cognitive Science. …

[PDF][PDF] Analogies and analogical reasoning in invention

U Krumnack, KU Kühnberger, A Schwering… - … of Creativity, Invention …, 2020 - academia.edu
… are most likely based on analogy-making. Especially, analogical … Kokinov's DUAL/AMBR
architecture realizes its memory as a … models there is a convergence of methodologies for CAI. …

Bayesian analogical cybernetics

A Safron - arXiv preprint arXiv:1911.02362, 2019 - arxiv.org
… of integration between computational/algorithmic models and … influential symbolic model of
analogical reasoning: Structure … a computer model of concepts and analogy-making. Physica …