Common Sense Reasoning on Fully Localized AI; A Novel systematic Survey

In the modern world of AI, reasoning is the fundamental building block for it, from conversable AI to tasking robots from simple to humanoid, different decisions need to be made on the basis of the various reasoning which includes common sense. The most advanced systems still struggle with higher levels of reasons with common sense for which human is trivial. The paper brings survey on common sense reasoning that can be fully localized to bring in a state of the art frameworks for common sense reasoning to be fully localized. The paper also tries to bring forward that there is more research scope that can be explored. The paper also brings forward how conversational or task oriented and/or both Common Sense motivates research’s to bring in and explore a well-defined framework that can be applied to conversational AI which human like from simple virtual bots to humanoids or any other robots

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Publication Details

Journal
International Journal for Research in Applied Science and Engineering Technology
Published
2025-01-22
DOI
https://doi.org/10.22214/ijraset.2025.66589
Primary Topic
Explainable Artificial Intelligence (XAI)
Type
article
Field-Weighted Citation Impact
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article

Common Sense Reasoning on Fully Localized AI; A Novel systematic Survey

T. Karunakaran
International Journal for Research in Applied Science and Engineering Technology
Explainable Artificial Intelligence (XAI)
article

Common Sense Reasoning on Fully Localized AI; A Novel systematic Survey

T. Karunakaran
article en

Abstract

In the modern world of AI, reasoning is the fundamental building block for it, from conversable AI to tasking robots from simple to humanoid, different decisions need to be made on the basis of the various reasoning which includes common sense. The most advanced systems still struggle with higher levels of reasons with common sense for which human is trivial. The paper brings survey on common sense reasoning that can be fully localized to bring in a state of the art frameworks for common sense reasoning to be fully localized. The paper also tries to bring forward that there is more research scope that can be explored. The paper also brings forward how conversational or task oriented and/or both Common Sense motivates research’s to bring in and explore a well-defined framework that can be applied to conversational AI which human like from simple virtual bots to humanoids or any other robots

International Journal for Research in Applied Science and Engineering TechnologyVol. 13(1)
Openalex Percentile: Top 100%
Explainable Artificial Intelligence (XAI)
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Common Sense Reasoning on Fully Localized AI; A Novel systematic Survey — T. Karunakaran · International Journal for Research in Applied Science and Engineering Technology (2025) | TGRS Research Map | TGRS