Mapping the integration of artificial intelligence into telecommunications
Abstract
The relationship between two rapidly evolving technologies, artificial intelligence (AI) and telecommunications, is examined. The current use of AI is primarily as expert systems, designed to aid in diagnosing complex equipment in an offline mode. Factors that led to deployment of expert systems in telecommunications domains are examined, and the possible future evolution of both technologies is charted. It is found that both technologies share common drivers, which contribute to the mapping between future telecommunications trends and AI capabilities. This leads to an exploration of how specific applications, such as natural language processing, distributed AI, and speech recognition, may be used with expert systems in the future intelligent network.>
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By the end of the decade, the application domains of ML started expanding to the operation and management of communication networks.
“By the end of the decade, the application domains of ML started expending to the operation and management of communication networks [57,217,289].”
From A comprehensive survey on machine learning for networking: Evolution, applications and research opportunities (2018) · cites this paper as [289]
Cites
R1: A rule-based configurer of computer systems
McDermott, J. P. (1982) · Artificial Intelligence · doi:10.1016/0004-3702(82)90021-2 · Cited by 957 · see citing works
Selection of an Appropriate Domain for an Expert System
Prerau, D. S. (1985) · AI Magazine · doi:10.1609/aimag.v6i2.476 · Cited by 137 · see citing works
Telecommunications services in the next decade
Falconer, W. E., & Hooke, J. A. (1986) · Proceedings of the IEEE · doi:10.1109/proc.1986.13614 · Cited by 19 · see citing works
The COMPASS Expert System: Verification, Technology Transfer, and Expansion.
Prerau, D. S., Gunderson, A., Reinke, R. E., et al. (1985) · CAIA · Cited by 15 · see citing works
Expert systems in central office switch maintenance
Macleish, K. J., Thiedke, S., & Vennergrund, D. (1986) · IEEE Communications Magazine · doi:10.1109/mcom.1986.1093163 · Cited by 11 · see citing works
Self-citationThe evolution of telecommunications technology
Vickers, R., & Vilmansen, T. (1986) · Proceedings of the IEEE · doi:10.1109/proc.1986.13613 · Cited by 11 · see citing works
The Smart Project: An Approach to Expert System Integration and Evaluation in the BOCs.
Sutter, M. T. (1986) · International Conference on Communications · Cited by 9 · see citing works
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Boutaba, R., Salahuddin, M. A., Limam, N., Ayoubi, S., Shahriar, N., Estrada-Solano, F., & Caicedo, O. M. (2018) · Journal of Internet Services and Applications · doi:10.1186/s13174-018-0087-2 · Cited by 1,036 · see citing works
Explore success factors that impact artificial intelligence adoption on telecom industry in China
Chen, H., Li, L., & Chen, Y. (2021) · Journal of Management Analytics · doi:10.1080/23270012.2020.1852895 · Cited by 300 · see citing works
- Authors
- Macleish, K. J.
- Affiliations
- GTE (United States) (US)
- Corresponding author
- Macleish, K.J.
- Venue
- IEEE Journal on Selected Areas in Communications
- Published
- 1988-06
- Volume
- 6
- Issue
- 5
- Pages
- 892-898
- ISSN
- 0733-8716 (ISSN-L)
- OpenAlex
- W2087949682
- Cited by
- 10
- References
- 7
- Citations by year
- 2022: 1 · 2020: 2 · 2018: 2
- FWCI
- 0.49
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- IEEE Journal on Selected Areas in Communications (publishedVersion)
- Topics
- Physical Sciences › Engineering › Electrical and Electronic Engineering › Advanced Data and IoT Technologies
- Physical Sciences › Computer Science › Artificial Intelligence › Artificial Intelligence Applications
- Physical Sciences › Computer Science › Computer Networks and Communications › Software-Defined Networks and 5G
- Keywords
- artificial intelligence, telecommunications, expert systems, equipment diagnosis, intelligent networks, natural language processing, distributed artificial intelligence, speech recognition, technology integration
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Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
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