Hire Expertsminds Skilled Tutors To Get ITECH1400 Sonnets and Doublets Assignment Help Service..!!

Home   Course   Federation University, Australia Assignment Help
Previous << || >> Next

ARE YOU LOOKING FOR RELIABLE ITECH1400 SONNETS AND DOUBLETS ASSIGNMENT HELP SERVICES? EXPERTSMINDS.COM IS RIGHT CHOICE AS YOUR STUDY PARTNER!

ITECH1400 Fundamentals of Programming Assignment - Sonnets and Doublets, Federation University, Australia

Overview - In this assignment you will have the opportunity to test your Python skills in exploring and manipulating text. Throughout the assignment you are expected to apply the principles of problem solving that we have already discussed in this course.

Learning Outcomes -

1. Identify and use the correct syntax of a common programming language.

2. Recall and use typical programming constructs to design and implement simple software solutions.

3. Explain the importance of programming style concepts (documentation, mnemonic names, indentation).

4. Utilise pseudocode and/or algorithms as a major program design technique.

5. Write and implement a solution algorithm using basic programming constructs.

6. Describe program functionality based on analysis of given program code.

7. Develop self-reliance and judgement in adapting algorithms to diverse contexts.

8. Design and write program solutions to identified problems using accepted design constructs.

Part 1 Sonnets - Background - Your Task - explore possible authorship

Even though we have just become familiar with Python, there are three very simple tests that we can apply to authorship - and we have the means, with lists and strings in Python, to implement them:

1. Count the occurrences of each letter4 in the text.

2. Print the number of one-letter, two-letter, three-letter words and so on.

3. Print the number of occurrences of each different word in the text.

SAVE YOUR HIGHER GRADE WITH ACQUIRING ITECH1400 SONNETS AND DOUBLETS ASSIGNMENT HELP & QUALITY HOMEWORK WRITING SERVICES OF EXPERTSMINDS.COM!

Solution - Pseudo Code

function main()

begin

o read_sonnets_from_directory(dir)

o generate_features()

o predictAuthorship()

end

function read_sonnets_from_directory(dir)

begin

o for each file in dir

append file to file_list

o return file_list

end

function generate_features(file_list)

begin

for each file in file_list

for each line in file

for each word in line

find len(word)

increment counter of len

for each letter in word

increment counter of letter

add word to bag_of_words

merge to form a single feature vector

append to features

return features

end

function predictAuthorship(features)

begin

o labels = K-means++(features)

o print labels

end

Brief description of Pseudo code : The sonnets are read one by one from the files serially. Three types of features are extracted from each file, number of occurence of each letter, number of one-letter,two-letter, three-letter ... words, bag of words features. These features are combined to form one single feature vector for each sonnet. Then we have used K-means++ clustering with number of clusters set to 3 to group the documents according to authorship.

Discussion: The problem of identifying authorship is an unsupervised problem. For the purpose of this problem there are various unsupervised algorithms like Clustering available. Clustering itself is a huge area. For this problem we choose K-means since it works fairly well. We experimented with hierarchical as well as spectral clustering but it was not giving satisfactory results. A screenshot of sample run is given below which shows the authorship of each of the sonnets (documents).

DO YOU WANT TO EXCEL IN ITECH1400 SONNETS AND DOUBLETS ASSIGNMENT? HIRE TRUSTED TUTORS FROM EXPERTSMINDS AND ACHIEVE SUCCESS!

Part 2: Doublets

Doublets (or word ladders) are often found in magazines and newspapers together with cryptic crosswords and other puzzles. The idea is very simple: you might be given two words - often they are antonyms - and your task is to create a ladder of words with these two words at the top and bottom of the ladder.

Pseudo Code

function main()

begin

o read_file("wordlist.txt") // creates a dictionary of words

o wordLadder()

o printWordLadder()

end

function wordLadder(head)

begin

o Queue = [head]

o for word in head of Queue

scan the words in dictionary for words adjacent to current word.

Add to word ladder

Push word in Queue

end

function printWordLadder()

begin

o for word in word ladder

print(word)

end

EXPERTSMINDS.COM ACCEPTS INSTANT AND SHORT DEADLINES ORDER FOR ITECH1400 SONNETS AND DOUBLETS ASSIGNMENT - ORDER TODAY FOR EXCELLENCE!

Brief description of Pseudo code and Discussion: We read the words from the file WordList.txt and use a special case of Minimum Spanning Tree when each edge weight is one i.e. Breadth First Search which is implemented using a Queue to find the shortest length word chain between the given head word and tail word.

Input:

HEAD

TELL

TEAL

HEAL

TALL

TAIL

Output:

HEAD

HEAL

TEAL

TELL

TALL

TAIL

NEVER LOSE YOUR CHANCE TO EXCEL IN ITECH1400 SONNETS AND DOUBLETS ASSIGNMENT - HIRE BEST QUALITY TUTOR FOR ASSIGNMENT HELP!

Listed below some of the major courses cover under our Federation University, Australia Assignment Help Service:-

  • ITECH1001 - COMMUNICATIONS AND TECHNOLOGY ASSIGNMENT HELP
  • ITECH1002 - NETWORK OPERATING SYSTEMS ASSIGNMENT HELP
  • ITECH1003 - NETWORK PROTOCOLS & SERVICES ASSIGNMENT HELP
  • ITECH1004 - INTRODUCTION TO MULTIMEDIA ASSIGNMENT HELP
  • ITECH1005 - BUSINESS INFORMATION SYSTEMS ASSIGNMENT HELP
  • ITECH1006 - DATABASE MANAGEMENT SYSTEMS ASSIGNMENT HELP
  • ITECH1100 - UNDERSTANDING THE DIGITAL REVOLUTION ASSIGNMENT HELP
  • ITECH1101 - IT PROBLEM SOLVING ASSIGNMENT HELP
  • ITECH1102 - NETWORKING AND SECURITY ASSIGNMENT HELP
  • ITECH1103 - BIG DATA AND ANALYTICS ASSIGNMENT HELP
  • ITECH1104 - CLOUD AND ENTERPRISE COMPUTING ASSIGNMENT HELP
  • ITECH1300 - MOBILE COMPUTING PLATFORMS AND DEVELOPMENT FUNDAMENTALS ASSIGNMENT HELP
Tag This :- WPS2003100816PYTH ITECH1400 Sonnets and Doublets Assignment Help

get assignment Quote

Assignment Samples

    Business Plan Assignment Help

    business plan assignment help - the paper is related to business planning and creating a strategy for an organization & highlights the requirement of policy.

    Hamlet Discussion Assignment Help

    hamlet discussion assignment help - The paper discusses the aspects of Hamlet. It details the subject of insanity in Hamlet and Ophelia

Get Academic Excellence with Best Skilled Tutor! Order Assignment Now! Submit Assignment