Thesis ID: CBB355588382

Neuro Symbolic Artificial Intelligence Pioneer to Overcome the Limits of Machine Learn (2021)


Yezhou Yang (Advisor)
Kum Hee Choy (Author)

Yezhou Yang
Arizona State University
Publication date: 2021
Language: English

Publication Date: 2021
Physical Details: 38

With the recent boom in artificial intelligence, various learning methods and information are pouring out. However, there are many abbreviations and jargons to read without knowing the history and development trend of artificial intelligence, which is a barrier to entry. This study predicts the future development direction by synthesizing the concept of Neuro symbolic AI, which is a new direction of artificial intelligence, the history of artificial intelligence from which such concept came out, and applied studies, and by synthesizing and summarizing the limitations of the current research projects. It is a guide for those who want to study neural symbols. In this paper, it describes the history of artificial intelligence and the historical background of the emergence of neural symbols. In the development trend, the challenges faced by the neural symbolic, measures to overcome, and the Neuro Symbolic A.I. applied in various fields are described. (Knowledge based Question Answering, VQA(Visual Question Answering), image retrieve, etc.). It predicts the future development direction of neuro symbolic artificial intelligence based on the contents obtained through previous studies.

Citation URI

This citation is part of the Isis database.

Similar Citations

Book Roberto Pieraccini; (2021)
AI Assistants (/p/isis/citation/CBB406160431/) unapi

Book Mark Coeckelbergh; (2020)
AI Ethics (/p/isis/citation/CBB990965100/) unapi

Article Cristiano Castelfranchi; (2022)
For a Science-oriented, Socially Responsible, and Self-aware AI: beyond Ethical Issues (/p/isis/citation/CBB779365747/) unapi

Book John Zerilli; (2021)
A Citizen's Guide to Artificial Intelligence (/p/isis/citation/CBB926539601/) unapi

Article Rino Falcone; (2022)
Cognizione e Sistemi Intelligenti: il ruolo della Fiducia (/p/isis/citation/CBB696585814/) unapi

Book Ethem Alpaydın; (2021)
Machine Learning (/p/isis/citation/CBB513990166/) unapi

Article Alexandra Luccioni; Yoshua Bengio; (March 2020)
On the Morality of Artificial Intelligence [Commentary] (/p/isis/citation/CBB318875873/) unapi

Article Peter M. Asaro; (June 2019)
AI Ethics in Predictive Policing: From Models of Threat to an Ethics of Care (/p/isis/citation/CBB655687648/) unapi

Article Laura Leondina Campanozzi; Eugenio Guglielmelli; Eleonora Cella; Giampaolo Ghilardi; Mirta Michilli; Alfonso Molina; Massimo Ciccozzi; Vittoadolfo Tambone; (December 2019)
Building Trust in Social Robotics: A Pilot Survey (/p/isis/citation/CBB220307519/) unapi

Article Katina Michael; Diana Bowman; Meg Leta Jones; Ramona Pringle; (March 2018)
Robots and Socio-Ethical Implications [Guest Editorial] (/p/isis/citation/CBB056930455/) unapi

Thesis Evan Donahue; (2021)
Android Linguistics: How Machines Do Things with Words (/p/isis/citation/CBB971642341/) unapi

Thesis Rowe, Josh; (2011)
The Public Life of Information (/p/isis/citation/CBB001562733/) unapi

Article Marco Maggesi; (2022)
Una introduzione visiva al Machine Learning e al Deep Learning (/p/isis/citation/CBB152236580/) unapi

Article James Evans; Tyler Reigeluth; Adrian Johns; (2023)
The Craft and Code Binary: Before, During, and After (/p/isis/citation/CBB170446293/) unapi

Article B. Jack Copeland; (2023)
Early AI in Britain: Turing et al. (/p/isis/citation/CBB767131455/) unapi

Book Taina Bucher; (2018)
If ... then: algorithmic power and politics (/p/isis/citation/CBB014118736/) unapi

Article Ben Kenwright; (December 2018)
Virtual Reality: Ethical Challenges and Dangers (/p/isis/citation/CBB419711399/) unapi

Article Dick, Stephanie; (2011)
AfterMath: The Work of Proof in the Age of Human--Machine Collaboration (/p/isis/citation/CBB001220009/) unapi

Thesis Aaron Louis Mendon-Plasek; (2022)
Genealogies of Machine Learning, 1950-1995 (/p/isis/citation/CBB023700499/) unapi

Chapter Austin, Andrea; (2007)
Ada Byron and the Language of Artificial Intelligence (/p/isis/citation/CBB001035841/) unapi

Authors & Contributors
Asaro, Peter M.
Austin, Andrea
Bowman, Diana M.
Copeland, B. Jack
Dick, Stephanie
Evans, James
IEEE Technology and Society Magazine
Laboratorio dell'ISPF
IEEE Annals of the History of Computing
Isis: International Review Devoted to the History of Science and Its Cultural Influences
Osiris: A Research Journal Devoted to the History of Science and Its Cultural Influences
MIT Press
Princeton University
Columbia University
Duke University
Oxford University Press
Artificial intelligence
Technology and society
Human-machine interaction
Machine learning
Computers and computing
Technology and ethics
Turing, Alan Mathison
Time Periods
21st century
20th century, late
20th century
19th century
Great Britain
United States

Be the first to comment!

{{ comment.created_by.username }} on {{ comment.created_on | date:'medium' }}

Log in or register to comment