Is It Intelligent? A Systematic Review of Intelligence in the Most Cited Papers in IoT

Billy Grados; Héctor Bedón

doi:10.1007/978-3-030-71503-8_21

Is It Intelligent? A Systematic Review of Intelligence in the Most Cited Papers in IoT

Producción científica: Contribución a una revista › Artículo (Contribución a Revista) › revisión exhaustiva

Resumen

Artificial intelligence is a buzz word and even more when its accomplishments have challenged our intelligence. However, what is intelligence? Is there a consensus in its meaning for researchers and professionals? Is it just a sales word? What does it mean in practical terms? To answer these questions, we followed a systemic review of literature in most cited papers about intelligent systems in the Internet of Things (IoT) and discovered that only 58% were intelligent as we defined: “Intelligent Systems are systems conformed by algorithms that are programmed using some machine learning techniques and that can learn from data and perform tasks with a superior performance”. The rest 42% were just traditional systems with hardware or software enhancements.

Idioma original	Inglés
Páginas (desde-hasta)	272-286
Número de páginas	15
Publicación	Communications in Computer and Information Science
DOI	https://doi.org/10.1007/978-3-030-71503-8_21 https://doi.org/10.1007/978-3-030-71503-8_21
Estado	Publicada - 1 ene. 2021
Evento	2nd International Conference on Applied Technologies, ICAT 2020 - Virtual, Online Duración: 2 dic. 2020 → 4 dic. 2020

COAR

Artículo

Categoría OCDE

Ingeniería de sistemas y comunicaciones

Categorías Repositorio Ulima

Ingeniería de sistemas / Teoría

Temas Repositorio Ulima

Artificial intelligence
Inteligencia artificial
Internet de las cosas
Internet of things

Acceder al documento

Otros archivos y enlaces

Citar esto

@article{0d8e2410784b4b68a6230542de151b57,

title = "Is It Intelligent? A Systematic Review of Intelligence in the Most Cited Papers in IoT",

abstract = "Artificial intelligence is a buzz word and even more when its accomplishments have challenged our intelligence. However, what is intelligence? Is there a consensus in its meaning for researchers and professionals? Is it just a sales word? What does it mean in practical terms? To answer these questions, we followed a systemic review of literature in most cited papers about intelligent systems in the Internet of Things (IoT) and discovered that only 58% were intelligent as we defined: “Intelligent Systems are systems conformed by algorithms that are programmed using some machine learning techniques and that can learn from data and perform tasks with a superior performance”. The rest 42% were just traditional systems with hardware or software enhancements.",

keywords = "Artificial intelligence, Intelligent systems, IoT, Machine learning",

author = "Billy Grados and H{\'e}ctor Bed{\'o}n",

note = "Publisher Copyright: {\textcopyright} 2021, Springer Nature Switzerland AG. Funding Information: Supported by the National Innovation Program in Fishing and Aquaculture (PNIPA) of Peru and the Institute of Scientific Research (IDIC) of the University of Lima. Publisher Copyright: {\textcopyright} 2021, Springer Nature Switzerland AG.; 2nd International Conference on Applied Technologies, ICAT 2020 ; Conference date: 02-12-2020 Through 04-12-2020",

year = "2021",

month = jan,

day = "1",

doi = "10.1007/978-3-030-71503-8_21",

language = "Ingl{\'e}s",

pages = "272--286",

journal = "Communications in Computer and Information Science",

issn = "1865-0937",

}

TY - JOUR

T1 - Is It Intelligent? A Systematic Review of Intelligence in the Most Cited Papers in IoT

AU - Grados, Billy

AU - Bedón, Héctor

N1 - Publisher Copyright: © 2021, Springer Nature Switzerland AG. Funding Information: Supported by the National Innovation Program in Fishing and Aquaculture (PNIPA) of Peru and the Institute of Scientific Research (IDIC) of the University of Lima. Publisher Copyright: © 2021, Springer Nature Switzerland AG.

PY - 2021/1/1

Y1 - 2021/1/1

N2 - Artificial intelligence is a buzz word and even more when its accomplishments have challenged our intelligence. However, what is intelligence? Is there a consensus in its meaning for researchers and professionals? Is it just a sales word? What does it mean in practical terms? To answer these questions, we followed a systemic review of literature in most cited papers about intelligent systems in the Internet of Things (IoT) and discovered that only 58% were intelligent as we defined: “Intelligent Systems are systems conformed by algorithms that are programmed using some machine learning techniques and that can learn from data and perform tasks with a superior performance”. The rest 42% were just traditional systems with hardware or software enhancements.

AB - Artificial intelligence is a buzz word and even more when its accomplishments have challenged our intelligence. However, what is intelligence? Is there a consensus in its meaning for researchers and professionals? Is it just a sales word? What does it mean in practical terms? To answer these questions, we followed a systemic review of literature in most cited papers about intelligent systems in the Internet of Things (IoT) and discovered that only 58% were intelligent as we defined: “Intelligent Systems are systems conformed by algorithms that are programmed using some machine learning techniques and that can learn from data and perform tasks with a superior performance”. The rest 42% were just traditional systems with hardware or software enhancements.

KW - Artificial intelligence

KW - Intelligent systems

KW - IoT

KW - Machine learning

UR - https://hdl.handle.net/20.500.12724/13453

UR - http://www.scopus.com/inward/record.url?scp=85107390235&partnerID=8YFLogxK

U2 - 10.1007/978-3-030-71503-8_21

DO - 10.1007/978-3-030-71503-8_21

M3 - Artículo (Contribución a Revista)

AN - SCOPUS:85107390235

SN - 1865-0937

SP - 272

EP - 286

JO - Communications in Computer and Information Science

JF - Communications in Computer and Information Science

T2 - 2nd International Conference on Applied Technologies, ICAT 2020

Y2 - 2 December 2020 through 4 December 2020

ER -

Is It Intelligent? A Systematic Review of Intelligence in the Most Cited Papers in IoT

Resumen

COAR

Categoría OCDE

Categorías Repositorio Ulima

Temas Repositorio Ulima

Acceder al documento

Otros archivos y enlaces

Huella

Citar esto