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The work is prepared as a partial requirement for the Bachelor of Computer Science with Honours (Software Engineering) under the Faculty of Computer Science and Information Technology, Universiti Malaysia Sarawak. The thesis includes formal declarations of originality, acknowledgements to key academic contributors, and documentation for repository handling and digitization for educational purposes, alongside confidentiality status selection.","Faculty of Computer Science and Information Technology  \nWEB-BASED ARTICLE SUMMARIZATION WITH MACHINE LEARNING TECHNIQUES  \nLim Wu Tong  \nBachelor of Computer Science with Honours (Software Engineering)  \nUNIVERSITI MALAYSIA SARAWAK  \nTHESIS STATUS ENDORSEMENT FORM  \nTITLE  \nWeb-based Article Summarization with Machine Learning Techniques  \nACADEMIC SESSION: 2022/2023  \n_________________  \nLIM WU TONG  \n(CAPITAL LETTERS)  \nhereby agree that this Thesis* shall be kept at the Centre for Academic Information Services, Universiti Malaysia Sarawak, subject to the following terms and conditions:  \n1. The Thesis is solely owned by Universiti Malaysia Sarawak  \n2. The Centre for Academic Information Services is given full rights to produce copies for educational purposes only  \n3. The Centre for Academic Information Services is given full rights to do digitization in order to develop local content database  \n4. The Centre for Academic Information Services is given full rights to produce copies of this Thesis as part of its exchange item program between Higher Learning Institutions [ or for the purpose of interlibrary loan between HLI ]  \n5. ** Please tick ( √ )  \n CONFIDENTIAL (Contains classified information bounded by the OFFICIAL SECRETS ACT  \n1972)  \n RESTRICTED (Contains restricted information as dictated by the body or organization where  \nthe research was conducted)  \n√ UNRESTRICTED  \nValidated by  \n(AUTHOR’S SIGNATURE)  \nPermanent Address  \n\n|  1, TAMAN KEMUDI  |  |\n| --- | --- |\n| JALAN KUALA KEDAH |  |\n| 06600 ALOR SETAR, KEDAH |  |\n\nDate:  01/07/2023   \n(SUPERVISOR’S SIGNATURE)  \nDate:    \nNote * Thesis refers to PhD, Master, and Bachelor Degree  \n** For Confidential or Restricted materials, please attach relevant documents from relevant organizations / authorities  \nWEB-BASED ARTICLE SUMMARIZATION WITH MACHINE LEARNING  \nTECHNIQUES  \nLIM WU TONG  \nThis project is submitted in partial fulfilment of the requirements for the degree of Bachelor of Computer Science with Honours (Software Engineering)  \nFaculty of Computer Science and Information Technology  \nUNIVERSITI MALAYSIA SARAWAK  \nRINGKASAN ARTIKEL BERASASKAN WEB DENGAN TEKNIK  \nPEMBELAJARAN MESIN  \nLIM WU TONG  \nProjek ini merupakan salah satu keperluan untuk Ijazah Sarjana Muda Sains Komputer  \ndengan Kepujian (Kejuruteraan Perisian)  \nFakulti Sains Komputer dan Teknologi Maklumat  \nUNIVERSITI MALAYSIA SARAWAK  \nDECLARATION  \nI hereby declare that this project is my original work. I have not copied from any other student’s work or from any other sources except where due reference or acknowledgement is not made explicitly in the text, nor has any part had been written for me by another person.  \n(LIM WU TONG) 01 JULY 2023  \nMatric No: 72789  \nACKNOWLEDGEMENT  \nFirstly, I would like to express my deep appreciation to my supervisor, Dr Mohammad bin Hossin, who has provided invaluable assistance, guidance, and advice throughout the development of this project. His expertise and support have been instrumental in helping me to complete my work. At the same time, I would also like to thank my examiner, Prof. Dr Narayanan Kulathuramaiyer, for his valuable comments and suggestions that have helped to improve the quality of my project.  \nI would also like to acknowledge the help provided by Prof. Dr Wang Yin Chai, the final year project coordinator, who has given me the necessary information and guidance to complete my final year project. In addition, I would like to thank all my friends and coursemates who have supported me and provided me with the information needed to finish this project.  \nFinally, I am especially grateful to my parents and siblings for their unwavering support and encouragement. Their love and encouragement have given me the strength and motivation to complete this project. Without their help, this project would not have been possible.  \nTable of Contents  \nACKNOWLEDGEMENT .....................................................................................","cbCaie9ku17NIVhC","https://ap.wps.com/l/cbCaie9ku17NIVhC","pdf",677877,1,24,"English","en",105,"# Acknowledgement\n# Table of Contents\n# List of Figures\n# List of Tables\n# Abstract\n# Abstrak\n# Chapter 1: Introduction\n## Preliminaries\n## Problem Statement\n## Project Objectives\n## Scope\n## Significant of project\n## Project Outcome\n## Thesis Organization\n## Chapter 2: Literature Review","[{\"question\":\"What is the thesis about?\",\"answer\":\"The thesis is about web-based article summarization using machine learning techniques to produce summaries from online articles.\"},{\"question\":\"What degree requirement does this project fulfill?\",\"answer\":\"It fulfills part of the requirements for the degree of Bachelor of Computer Science with Honours (Software Engineering).\"},{\"question\":\"What confidentiality options are included in the endorsement form?\",\"answer\":\"The form provides options to tick Confidential, Restricted, or Unrestricted, based on the nature of the materials and applicable rules.\"}]","Web-based Article Summarization with Machine Learning Techniques - 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