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Learning Machines: In Search of a Concept Oriented Language

Machine Learning 2024-10-23 v1 Computation and Language

Abstract

What is the next step after the data/digital revolution? What do we need the most to reach this aim? How machines can memorize, learn or discover? What should they be able to do to be qualified as "intelligent"? These questions relate to the next generation "intelligent" machines. Probably, these machines should be able to handle knowledge discovery, decision-making and concepts. In this paper, we will take into account some historical contributions and discuss these different questions through an analogy to human intelligence. Also, a general framework for a concept oriented language will be proposed.

Keywords

Cite

@article{arxiv.2409.01968,
  title  = {Learning Machines: In Search of a Concept Oriented Language},
  author = {Veyis Gunes},
  journal= {arXiv preprint arXiv:2409.01968},
  year   = {2024}
}

Comments

17 pages, 8 figures

R2 v1 2026-06-28T18:32:46.160Z