Essentials of MIS (13th Edition)
13th Edition
ISBN: 9780134802756
Author: Kenneth C. Laudon, Jane Laudon
Publisher: PEARSON
expand_more
expand_more
format_list_bulleted
Expert Solution & Answer
Chapter 11, Problem 3RQ
Explanation of Solution
Machine learning:
Machine learning is the study of improving the performance of the computer without the help of commands programmed by the human.
Benefits of machine learning to busines...
Explanation of Solution
Neural network:
- Neural network is also called as artificial neural network where the
AI attempts to imitate the way human brain works. - Electronic model that performs tasks like the neural structure of a human brain is artificial neural network.
- Artificial neural network is comparable in certain aspects to a biological neural network.
Working of neural network:
It works based on the structure and functions of human brain...
Explanation of Solution
Genetic
A genetic algorithm is an artificial intelligence system which is used for fining optimized solutions to search problems.
- The search problems are based on the theory of natural selection and evolutionary biology.
- It works well for searching large and complex data sets.
- It uses the combination of inputs to project the best outputs.
- It involves a process called mutation where it tries for random combinations and then evaluates the success or failure of the outcome.
Working of genetic algorithm:
The working of genetic algorithm starts with the creation of random initial population. It then creates a sequence of new population. It uses the current generation individuals to create the next population. It stops when the resulting criteria is met.
Genetic algorithm best suited for:
- It is well suited for decision-making environments.
- It is used to solve complex and tedious problems, which involves hundreds or thousands of variables or formulas...
Explanation of Solution
Natural Language Processing:
Natural language processing is the process of making a computer to speak like a human being.
- If this process is successfully implemented into a machine, then the voice communication between a human being and a machine becomes easy.
Examples of natural language processing in Business Applications:
- Classification of text
- Automatic summarization
- Machine translation
Computer vision system:
Computer vision system is the process, which deals with how the computer can imitate the visual system of the human. It tends to know how the human view and extract information from the real-world images...
Explanation of Solution
Expert System:
- A work performed by a human expert and the same task is performed by a computer application is known as expert systems.
- The expert system is a knowledge-based system that models the professionals in that particular field.
- It is a successful form of artificial intelligence software.
Working of expert system:
Expert system works based on the set of rules implemented in the software. These rules are acquired from the knowledge of the skilled that can be used by organization...
Expert Solution & Answer
Want to see the full answer?
Check out a sample textbook solution
Students have asked these similar questions
Please answer JAVA OOP problem below:
Assume you have three data definition classes, Person, Student and Faculty. The Student and Faculty classes extend Person. Given the code snippet below, in Java, complete the method determinePersonTypeCount to print out how many Student and Faculty objects exist within the Person array. You may assume that each object within the Person[] is either referencing a Student or Faculty object.
public static void determinePersonTypeCount(Person[] people){
// Place your code here
}
Please answer JAVA OOP question below:
Consider the following relationship diagram between the Game and VideoGame data defintion classes.
Game has a constructor that takes in two parameters, title (String) and cost (double). The VideoGame constructor has an additional parameter, genre (String). In Java, efficiently write the constructors needed within the Game class and VideoGame classes.
Hint: Remember to think about the appropriate validation
In a shopping cart, there are various items, which can either belong to the category of household items or electronic items. The following UML diagram illustrates the relationship between items, household items, and electronic items.
//Implementation Class
public class ShoppingCart{
public static void main(String[] args){
final int MAX_ITEM = 50;
Item cart = new Item[MAX_ITEM];
addItem(cart); // populate the item array
printItem(cart);
}
}
Considering that all the data definition classes and the implementation class are complete, which of the following Object-Oriented Programming (OOP) concepts do you need to use in the above context?
i) Polymorphism
ii) Method Overloading
iii) Method Overriding
iv) Dynamic Binding
v) Abstract Class
Explain, using course terminology, how you would use any of the above concepts to model the given scenario.
Chapter 11 Solutions
Essentials of MIS (13th Edition)
Ch. 11.3 - Prob. 1CQ1Ch. 11.3 - Prob. 2CQ1Ch. 11.3 - Prob. 3CQ1Ch. 11.3 - Prob. 1CQ2Ch. 11.3 - Prob. 2CQ2Ch. 11.3 - Prob. 3CQ2Ch. 11 - Prob. 1IQCh. 11 - Prob. 2IQCh. 11 - Prob. 4IQCh. 11 - Prob. 5IQ
Ch. 11 - Prob. 1RQCh. 11 - Prob. 2RQCh. 11 - Prob. 3RQCh. 11 - Prob. 4RQCh. 11 - Prob. 5DQCh. 11 - Prob. 6DQCh. 11 - Prob. 7DQCh. 11 - Prob. 9HMPCh. 11 - Prob. 11HMPCh. 11 - Prob. 12CTPCh. 11 - Prob. 13CSQCh. 11 - Prob. 14CSQCh. 11 - Prob. 15CSQCh. 11 - Prob. 16CSQCh. 11 - Prob. 17CSQCh. 11 - Prob. 18MLMCh. 11 - Prob. 19MLM
Knowledge Booster
Similar questions
- Answer this JAVA OOP question below: An Employee has a name, employee ID, and department. An Employee object must be created with all its attributes. The UML diagram is provided below: - name: String - employeeId: String - department: String + Employee(name: String, employeeId: String, department: String) + setName(name: String): void + setEmployeeId(employeeId: String): void + setDepartment(department: String): void + getName(): String + getEmployeeId(): String + getDepartment(): String + toString(): String A faculty is an Employee with an additional field String field: rank public class TestImplementation{ public static void main(String[] args){ Employee[] allEmployee = new Employee[100]; // create an employee object with name Tom Evan, employee ID 001 and department IST and store it in allEmployee // create a faculty object with name Adam Scott, employee ID 002, department IST and rank Professor and store it in allEmployee } }arrow_forwardPlease answer this JAVA OOP question that is given below: An Employee has a name, employee ID, and department. An Employee object must be created with all its attributes. The UML diagram is provided below: - name: String - employeeId: String - department: String + Employee(name: String, employeeId: String, department: String) + setName(name: String): void + setEmployeeId(employeeId: String): void + setDepartment(department: String): void + getName(): String + getEmployeeId(): String + getDepartment(): String + toString(): String A faculty is an Employee with an additional field String field: rank Assuming the Employee class is fully implemented, define a Professor class in Java with the following: A toString() method that includes both the inherited attributes and the specializationarrow_forwardPlease answer JAVA OOP question below: An Employee has a name, employee ID, and department. An Employee object must be created with all its attributes. The UML diagram is provided below: - name: String - employeeId: String - department: String + Employee(name: String, employeeId: String, department: String) + setName(name: String): void + setEmployeeId(employeeId: String): void + setDepartment(department: String): void + getName(): String + getEmployeeId(): String + getDepartment(): String + toString(): String A faculty is an Employee with an additional field String field: rank Assuming the Employee class is fully implemented, define a Professor class in Java with the following: Instance variable(s) A Constructorarrow_forward
- Develop a C++ program that execute the operation as stated by TM for addition of two binary numbers (see attached image). Your code should receive two binary numbers and output the resulting sum (also in binary). Make sure your code mimics the TM operations (dealing with the binary numbers as a string of characters 1 and 0, and following the logic to increase the first number and decreasing the second one. Try your TM for the following examples: 1101 and 101, resulting 10010; and 1101 and 11, resulting 10000.arrow_forwardI need to define and discuss the uses of one monitoring or troubleshooting tool in Windows Server 2019. thank youarrow_forwardI would likr toget help with the following concepts: - Windows Server features - Windows Server versus Windows 10 used as a client-server networkarrow_forward
arrow_back_ios
SEE MORE QUESTIONS
arrow_forward_ios
Recommended textbooks for you
Fundamentals of Information SystemsComputer ScienceISBN:9781337097536Author:Ralph Stair, George ReynoldsPublisher:Cengage Learning
Principles of Information Systems (MindTap Course...Computer ScienceISBN:9781305971776Author:Ralph Stair, George ReynoldsPublisher:Cengage Learning
Enhanced Discovering Computers 2017 (Shelly Cashm...Computer ScienceISBN:9781305657458Author:Misty E. Vermaat, Susan L. Sebok, Steven M. Freund, Mark Frydenberg, Jennifer T. CampbellPublisher:Cengage Learning
Principles of Information Systems (MindTap Course...Computer ScienceISBN:9781285867168Author:Ralph Stair, George ReynoldsPublisher:Cengage Learning
Fundamentals of Information SystemsComputer ScienceISBN:9781305082168Author:Ralph Stair, George ReynoldsPublisher:Cengage Learning
Fundamentals of Information Systems
Computer Science
ISBN:9781337097536
Author:Ralph Stair, George Reynolds
Publisher:Cengage Learning
Principles of Information Systems (MindTap Course...
Computer Science
ISBN:9781305971776
Author:Ralph Stair, George Reynolds
Publisher:Cengage Learning
Enhanced Discovering Computers 2017 (Shelly Cashm...
Computer Science
ISBN:9781305657458
Author:Misty E. Vermaat, Susan L. Sebok, Steven M. Freund, Mark Frydenberg, Jennifer T. Campbell
Publisher:Cengage Learning
Principles of Information Systems (MindTap Course...
Computer Science
ISBN:9781285867168
Author:Ralph Stair, George Reynolds
Publisher:Cengage Learning
Fundamentals of Information Systems
Computer Science
ISBN:9781305082168
Author:Ralph Stair, George Reynolds
Publisher:Cengage Learning