Title designing and implementing web mining techniques

Topic- Title designing and implementing web mining techniques. An abstract of 2 Pages thesis on automatic document summarization Need to write a fresh one with the help of the abstract attached

Abstract

With the invent of Internet the web has become a place where every individuals, company, governments put information, report which are for public. This ocean is increasing exponentially every day. To find any information, reading the whole document is almost important task. Web Mining is the science in which we mine the information from web store, web documents using different patterns found in these. Web Content Mining is one of the important task in the three types of mining job Web usage Mining, Web Structure Mining and Web Content Mining. To find the accurate, correct, precise summary automatically created is one of the task in Web Content Mining.

Automatic summary has following goals

  1. creation of precise summary of a given document.
  2. ii) creation of summary from multiple documents available on one topic.

In this research work we presented the techniques to create the summary

  1. Creation of single document summary using calculation of Pointwise Mutual information for each sentence of a document
  2. Redundancy and Coverage Aware Enriched Dragonfly-FL Single Document Summarization
  3. Creation of single document summary using Extractive multi-document text summarization using dolphin swarm optimization approach

The single document summary created using pointwise mutual information, calculates the point wise mutual information between the consecutive words of every sentences and calculates the total PMI of every sentence. It is found that this produces a good quality summaries when we compare these summaries with few online available tools such as tools4noob.com, brevity summarizer.

Coverage aware enriched dragonfly-FL single document summarization is used to improve the result. The performance of it is evaluated by testing the algorithm against MAMHOA, ExDoS, Karci summarization, and regression-based technique. It can be perceived that the precision, recall, and F-score of the proposed Enriched Dragonfly Fuzzy Logic (FL) summarization technique is higher than the existing techniques.

Dolphin swarm optimization is used to create summaries from multiple document. The proposed method maximizes the relevancy and reduces the redundancy using the Dolphin Swarm optimization algorithm has been calculated in the context of MD summarization on the multiling 2013 datasets. To compare the performance of “Maximum coverage and relevancy with minimal redundancy (MCRMR)” with shark smell optimization (SSO), MCRMR with “particle swarm optimization (PSO)”, by adjusting the controlling factors utilizing the adaptive method. These results demonstrate that the suggested technique performs more correctly when the elimination procedure is not taken into consideration. Afterward, they compared the impacts of the suggested strategy with the results acquired without going through the derivation procedure.

The performance of the proposed Dragonfly-FL summarization is tested in CNN/Daily mail dataset and finally, the results are compared with the existing techniques in terms of ROUGE-1, ROUGE-2, and ROUGE-L measures. The observation demonstrates that the proposed technique performs better than the existing techniques.

The proposed approach is tested under python with multiling 2013 dataset and the performances have been evaluated with ROUGE and AutoSummENG metrics. The investigational outcomes show that the proposed technique works well and very much effective for multi-document text summarization.

Order Now

Get the complete solution for Title designing and implementing web mining techniques and many more. Globally trusted, Plag free. Order Online Now!

No Fields Found.
Universal Assignment (October 1, 2023) Title designing and implementing web mining techniques. Retrieved from https://universalassignment.com/title-designing-and-implementing-web-mining-techniques/.
"Title designing and implementing web mining techniques." Universal Assignment - October 1, 2023, https://universalassignment.com/title-designing-and-implementing-web-mining-techniques/
Universal Assignment June 25, 2022 Title designing and implementing web mining techniques., viewed October 1, 2023,<https://universalassignment.com/title-designing-and-implementing-web-mining-techniques/>
Universal Assignment - Title designing and implementing web mining techniques. [Internet]. [Accessed October 1, 2023]. Available from: https://universalassignment.com/title-designing-and-implementing-web-mining-techniques/
"Title designing and implementing web mining techniques." Universal Assignment - Accessed October 1, 2023. https://universalassignment.com/title-designing-and-implementing-web-mining-techniques/
"Title designing and implementing web mining techniques." Universal Assignment [Online]. Available: https://universalassignment.com/title-designing-and-implementing-web-mining-techniques/. [Accessed: October 1, 2023]

Please note along with our service, we will provide you with the following deliverables:

Please do not hesitate to put forward any queries regarding the service provision.

We look forward to having you on board with us.

Categories

Get 90%* Discount on Assignment Help

Most Frequent Questions & Answers

Universal Assignment Services is the best place to get help in your all kind of assignment help. We have 172+ experts available, who can help you to get HD+ grades. We also provide Free Plag report, Free Revisions,Best Price in the industry guaranteed.

We provide all kinds of assignmednt help, Report writing, Essay Writing, Dissertations, Thesis writing, Research Proposal, Research Report, Home work help, Question Answers help, Case studies, mathematical and Statistical tasks, Website development, Android application, Resume/CV writing, SOP(Statement of Purpose) Writing, Blog/Article, Poster making and so on.

We are available round the clock, 24X7, 365 days. You can appach us to our Whatsapp number +1 (613)778 8542 or email to info@universalassignment.com . We provide Free revision policy, if you need and revisions to be done on the task, we will do the same for you as soon as possible.

We provide services mainly to all major institutes and Universities in Australia, Canada, China, Malaysia, India, South Africa, New Zealand, Singapore, the United Arab Emirates, the United Kingdom, and the United States.

We provide lucrative discounts from 28% to 70% as per the wordcount, Technicality, Deadline and the number of your previous assignments done with us.

After your assignment request our team will check and update you the best suitable service for you alongwith the charges for the task. After confirmation and payment team will start the work and provide the task as per the deadline.

Yes, we will provide Plagirism free task and a free turnitin report along with the task without any extra cost.

No, if the main requirement is same, you don’t have to pay any additional amount. But it there is a additional requirement, then you have to pay the balance amount in order to get the revised solution.

The Fees are as minimum as $10 per page(1 page=250 words) and in case of a big task, we provide huge discounts.

We accept all the major Credit and Debit Cards for the payment. We do accept Paypal also.

Popular Assignments

Foundations of Communication Assessment 2 Instructions

Discussion task (Total grade – 10%)   Process Work (Steps to complete the task) Answer on the Assessment 2 Submission Document – Do not upload this instruction document. Requirements (important elements to include) lastname_firstname_studentID_COMS_Assess 2_semester_year. Process for Assessment discussion tasks NOTE: If you do not participate in the class discussions then

Read More »

Assessment Two Dos and Don’ts (Internal)

Do: Read the assessment instructions carefully Read the marking rubric carefully Understand the question – break it down Conduct research – record the reference details Read the topic materials about communication theories, forms and factors and refer to them Contribute to the discussions in class or no marks for the

Read More »

Unpacking the Question: Assessment Two

Studying at university requires you to become familiar with strategies to un-pack or breakdown a variety of assessment questions/tasks throughout your studies.  Task Example of integrating the discussion, research and theories. In the group discussion my group members (name them) stated that an advertisement for a beauty product would most

Read More »

MGMT0001 Introduction to Commerce Assessment

MGMT0001 Introduction to Commerce Assessment 2 (worth 30%) Due date:                  2:00pm (AWST) Friday 15th September 2023 Submission:              Via Turnitin assessment submission link (see ‘Assessment 2’ folder in ‘Assessments’ section of Blackboard). Additional Instructions: Part A (42 marks) Nathan is a well-known chef with years of experience cooking various cuisines. After

Read More »

ACCT5011: Accounting Systems in the Digital Age

Practical Assignment Guide, Semester 2, 2023 Due Date for Submission: Monday 11th September 2023 at 5.00 PM Please note that the Folio Assignment for ACCT5011 Accounting Systems in the Digital Age is an individual assessment task worth 30% of your total marks in the unit. Please refer to the online

Read More »

EC229- Review session

Assume two cities, A and B, that can’t trade between them. Each city produces its own coconuts for its local market. If suddenly trade is possible then: D) As we saw in class, the new price will be somewhere between the original price 𝑃_𝐴,𝑃_𝐵. Hence it is impossible for consumers

Read More »

Computing Theory COSC

Computing Theory COSC 1107/1105 Assignment 1: Fundamentals Assessment Type Individual assignment. Submit online via Canvas → As- signments → Assignment 1. Marks awarded for meeting re- quirements as closely as possible. Clarifications/updates may be made via announcements/relevant discussion forums. Due Date Week 6, Sunday 27th August 2023, 11:59pm Marks 125

Read More »

BE279 Applied Statistics and Forecasting

Strategy, Operations, & Entrepreneurship Group Essex Business School Module Code BE279 Module Title Applied Statistics and Forecasting Assessment Type Individual Report (2,000 word) Academic Year 2022/23, Spring Term Submission Deadline Refer to FASER Task Specific Guidance Please note that: Module Learning Outcomes On successful completion of the module, students will

Read More »

Learning Design Tool: Little Learners Level 1 sounds

Learning Design Tool: Little Learners Level 1 sounds. Prepared by Sara Hart Date 30th August, 2023 (feel free to leave this date as it is the AT2 due date) Brief description of Learning Design   Chooseit Maker: Create, edit and play personalised learning activities that can be used in your

Read More »

HUMN1041 PEOPLE, PLACE AND SOCIAL DIFFERENCE ASSIGNMENT

HUMN1041 PEOPLE, PLACE AND SOCIAL DIFFERENCE ASSIGNMENT 1 TEMPLATE This assignment is made up of three (3) parts, plus a reference list and appendix. Marks are allocated for each section, as follows: – 1 mark Please ensure that you provide your answers in this template, and provide a Reference list

Read More »

Model 3 Launch in Australia

Client Information Company Name Tesla Contact Name   Email   Phone Number   Address Level 14, 15 Blue St. North Sydney, NSW 2060 Australia Ad link & image Project Information Project Title Model 3 Launch in Australia Project Description (100 words) Highlight the uniqueness of the car. Show the superior

Read More »

MKT10009 Marketing and the Consumer Experience

School of Business, Law and Entrepreneurship Assessment Task – Assignment 2  MKT10009 Marketing and the Consumer Experience Semester 2, 2023. Assessment Type Analytical Report Associated Unit Learning Outcomes (ULO’s) 2, 3, 4 Group or Individual task Individual Value (%) 25% Due Date Monday 20th September at 10:00 AET – Enterthis

Read More »

ASSIGNMENT – 1st Evaluation

ASSIGNMENT – 1st Evaluation Date of Submission- 4TH SEP 2023 25 MARKS COMPARATIVE PUBLIC LAW Q. You are the new Central Minister for Urban Development who is keen to make major Indian cities as smart cities. You visit different countries like USA, UK, European Countries, Japan and other developed countries

Read More »

Corporate & Financial Due Diligence Report

[Name of the company] Note: Students should keep in mind that application of legal provisions (including Securities Regulations) and analysis of the same is important. Merely putting the facts and figures won’t fetch even a decent mark. Note: Students should only mention the broad area of business. This part should

Read More »

ECON1000 S2 2023 – Marking Guidance and FAQs on GTP

Students will be marked on the extent to which they specifically answer the question and provide clear, logical, well-reasoned and sufficient explanations. Here is a summary breakdown of how marks are allocated in this GTP: Part 1 [15 marks] §  Providing relevant observations from the information provided in the articles

Read More »

ECON1000 S2 2023 – GTP Brief

ECON1000 S2 2023 – GTP Brief A.  Context and Overview The Game Theory Presentation (GTP) is worth 30% of the final mark. GTP is a ‘take-home’ exercise with a set of tasks to do. The GTP is based on Lecture Topics: L1 and L2. You will have twenty (21) days

Read More »

Order #35042 Human Rights Research Essay

Draft due 26th Aug 2,500 words (excluding references and bibliography) Instructions: Structure: Title – The Tigray War: A Critical Analysis of What the Future Holds for Human Rights in the Region What can be done to ensure human rights violations will cease and be prosecuted? Expand on different actors and

Read More »

PMC1000: Applied Pathology

Assessment Task Sheet: Poster Presentation Date: Thursday 31st August 2023 | Weighting: 30% Assessment Task 2 You are required to develop a handout style resource (pamphlet or brochure) on a selected pathological condition which is aimed at first year student paramedics. You will need to use high quality peer reviewed

Read More »

Detailed Information: Reflective Assignment

Indigenous Peoples, Law and Justice Detailed Information: Reflective Assignment Due Date:                   Tuesday 5th September 2023 at 4:00 pm (AWST). Marks:                       30% of the total marks for this unit. Assignment:              The assignment will comprise two questions. Students must answer all parts of both questions. Examinable topics: The cultural immersion exercise and/or

Read More »

Indigenous Peoples, Law and Justice

Indigenous Peoples, Law and Justice Reflective Assignment Questions Instructions: The assignment comprises two questions. Students must answer all parts of both questions. Question 1: The proposed Referendum Question is asking Australians whether the Voice should be established. What is meant by the Voice? In May 2019, Professor Anne Twomey, an

Read More »

Cultural immersion activity

Context of Carrolup To support fellow Australian and truth telling. Third space = a spiritual an mental place, meeting point of many cultures all over the world to communicate and feel safe to merge thought and aspects of everyone’s individual culture to create a sense of what they want the

Read More »

High-Fidelity Mockup Design for a Employer / Company  Review Platform

Demo Task: High-Fidelity Mockup Design for a Employer / Company  Review Platform Project Overview: You are tasked with designing high-fidelity mockups for a  Employer / Company  review platform that serves both employers and employees/users. The platform’s goal is to provide a space where employees can share their experiences and opinions

Read More »

IMPLEMENT AND MONITOR ENVIRONMENTALLY SUSTAINABLE WORK PRACTICES

ASSESSMENT COVER SHEET (Please ensure this cover sheet is completed and attached on top of each assessment) QUALIFICATION CODE AND TITLE:  Certificate IV in Commercial Cookery UNIT CODE: BSBSUS401               TITLE: IMPLEMENT AND MONITOR ENVIRONMENTALLY SUSTAINABLE WORK PRACTICES               Student Number   Student Name   Assessor Name   Assessment Name and

Read More »

Data Analysis and Findings

Qualitative data analysis technique called thematic analysis includes reading the data collection and looking for patterns in the meaning of the data to determine the theme. Making sense of the data is an active reflexive process in which the researcher’s personal experience is important. On Instagram, though, any company can

Read More »

PHE5STL: Systems Thinking and Leadership

Assessment 2: Complex problem briefing paper instructions and submission link PHE5STL: Systems Thinking and Leadership Assessment 2: Complex, or messy, problem briefing paper Assignment type Briefing paper/policy advising paper Weighting 20% Word count / length 1,500 words Note: The word count does not included references however does include in-text citations

Read More »

Assessment 1 Week-6: UML Modelling for a shopping mall

Assessment 1(    ) Information and Rubric Subject Code  ICT505 Subject Name  Software Development Assessment Number and Title  Assessment 1 Week-6: UML Modelling for a shopping mall Assessment Type Lab Activity Length / Duration  45 Minutes Weighting %  10% Total Marks  100 Submission Online Submission Due Date Week-6 (Sunday 23:59) Mode

Read More »

The Geopolitical, Economic and Legal Environment  

Faculty of Business and Law Assignment Brief Mode E and R Regulations Module Title: The Geopolitical, Economic and Legal Environment     Assignment Number 2 Module Code: 7010SSL   Assignment Title Macro Analysis Report Module Leader: Dr. Bentil Oduro   Assignment Credits 10           Release Date:

Read More »

Paragraph Template: TEEL Structure

 With this example from the discussion board, you can see Courtney answered the question with all four elements very clearly. This gives a coherent answer using different kinds of information and academic integrity. Bias is a natural behaviour of tendency to be in favour or against something in particular. From

Read More »

Choosing the Perfect Event Theme

Choosing the Perfect Event Theme Theme selection is crucial to creating a memorable and meaningful graduation celebration for the class. This selection should reflect their accomplishments and identities. Graduation marks the end of a long period of hard work, commitment, and personal growth.  Therefore, choosing a theme that effectively captures

Read More »

Can't Find Your Assignment?

Open chat
1
Free Assistance
Universal Assignment
Hello 👋
How can we help you?