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Artificial Intelligence in Robotic Technology: Challenges of Developing Language for Communication among Robots

   

Added on  2023-06-15

29 Pages7152 Words498 Views
Data Science and Big DataArtificial IntelligenceLanguages and CulturePhilosophy
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Running head: ARTIFICIAL INTELLIGENCE
Artificial Intelligence
Name of the Student
Name of the University
Author’s Note
Artificial Intelligence in Robotic Technology: Challenges of Developing Language for Communication among Robots_1

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Abstract
This research deals with artificial intelligence in the robotic technology. The research problem is
the use challenges faced due to development of language by robots to communicate with
themselves. The aim of the research is to analyze the issues faced due to the development of
language by robots for communicating among them. The use of various strategies is described in
the research. The literature review focuses on the basic concept of artificial intelligence and its
uses on the robotic technology. The benefits and limitations of the robots have been explained in
the research. The use of the AIML language in the creation of the chatterbots has been provided.
The research methodology has focused on the longitudinal approach.
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Table of Contents
Chapter 1: Introduction....................................................................................................................5
1.0 Background.......................................................................................................................5
1.1Rationale.................................................................................................................................5
1.2 Problem Statement.................................................................................................................7
1.3 Research Aim, Objectives and questions...............................................................................8
1.4 Significance of research.........................................................................................................8
1.5 Summary................................................................................................................................9
Chapter 2: Literature Review.........................................................................................................10
2.0 Concept of Artificial Intelligence...................................................................................10
2.1 Chatterbots and pattern recognition.....................................................................................10
2.2 Pattern Recognition for Chatter bots modelling..................................................................11
2.3 AIML language: Syntax and Semantic................................................................................13
2.4 Advantages of robots...........................................................................................................17
2.5 Issues faced due to communication among robots by creating their own language............18
2.6 Summary..............................................................................................................................20
Chapter 3: Methodology................................................................................................................21
3.0 Introduction..........................................................................................................................21
3.1 Research philosophy............................................................................................................21
3.2 Research Approach..............................................................................................................22
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3.3 Research design...................................................................................................................23
3.4 Data Collection Technique..................................................................................................23
3.5 Ethical consideration...........................................................................................................24
3.6 Research Limitations...........................................................................................................24
3.7 Gant chart.............................................................................................................................25
References......................................................................................................................................26
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Chapter 1: Introduction
1.0 Background
The current globalized society has been facing tremendous change in the information
technology and the internet. In this context, human interaction has been transformed by an
implementation of artificial intelligence. The cognitive interfaces help in providing new
platforms for interaction between machine and humans. These contain graphical user interfaces
(GUIs) navigation system including hypertext and option selection buttons and menus
(Michalski, Carbonell and Mitchell 2013). The Ubiquitous Computing focuses on effective
human interaction with technological components including artificial intelligence. Chatterbot
conversation includes an exchange of texts and languages including dealing with ambiguous
situations context-based messages. However, chatterbots are used in various fields including
entertaining others by making coherent conversation (Nilsson 2014). A machine learns from the
algorithm feeder input for working. However, these algorithms cannot hold and understand of
data concept. Therefore, a large amount of data and information cannot be input in the algorithm.
This has created self-fulfilling strategies for communication among the robots.
The literature review will present the concept of AIML and its different functionality. The
use of pattern recognition techniques helps in creating the language for communicating with each
other. This paper will focus on the development of the language for robots in order to perform
chatting with other bots. This research will use a proper methodology for proceeding in the
research. The use of Artificial Intelligence in this process will be researched in this study. The
concept of the artificial intelligence in the South Africa will be discussed. The impact of the
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robots and other chatterbots on the economic, legal and business perspective in the country will
be discussed.
1.1Rationale
Modern information technology has been focusing on the artificial intelligence in the 21st
century. However, the change in the methodology of the technology in the worked has allowed
transforming various algorithms in the IT sector (Cohen and Feigenbaum 2014). The exponential
growth of IT in the market has been focusing on the concept of the Artificial Intelligence.
Robotics and other chatterbots have been created to decrease the human work. There has been a
peaceful transition in the democratic of South Africa in 1994. The lack of education in the
primary and secondary level have a major cause for obtaining the low score in the education
sector. According to OECD 2008 review of national policies in South Africa (Navigli and
Ponzetto 2012). However, 15% to 18% of school students are qualifying the school exams per
year. Therefore, the literacy rate of the country has been continuously increasing (Hovy, Navigli
and Ponzetto 2013). However, this rate is slower than other countries in the world. The use of the
technology in the studies have been less in the country. Therefore, students are not able to
maintain the technical knowledge of the school. This has been created the problem in the literacy
rate of the country.
However, robotics has been provided in the country for the students, Robotic technology
is being studied in the schools and colleges of the country. According to a survey, there has been
a massive change in an enhancement of technical knowledge from 4% to 7% (Brodie,
Mylopoulos and Schmidt 2012). As commented by Yang and Xu (2013), This total rose to
around 1.5 million in 2014 and is projected to increase to about 1.9 million in 2017.5 Japan has
the largest number with 306,700, followed by North America (237,400), China (182,300), South
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