Category: Uncategorized

WEEKLY PROGRESS REPORT

NAME:	Benthotage Harini Chelaka Fernando
PROJECT TITLE:	Online Movie Reviews Classification and Summarizing Using Naïve Bayes And Bert Extractive Algorithms
WEEK NO:	12	DATE:	30/05/2021
PLANNING
MILESTONE:	PLANNED:	ACTUAL:	COMMENT:
Submit the presentation and the research paper.	To submit the presentation and the research paper.	Had to do small updates to the presentation slides and research paper when submitting.	Got help online to do the research paper parts.
ISSUES
DESCRIPTION:	DATE:	ACTION/RESULTS:	FINISHED (Y/N)
Had issues included the literature review table in the paper to make it more clear to the reader and also not to make the research paper lengthy.	30/05/2021	Got help online to do the research paper parts.	Y

 

WEEKLY PROGRESS REPORT

NAME:	Benthotage Harini Chelaka Fernando
PROJECT TITLE:	Online Movie Reviews Classification and Summarizing Using Naïve Bayes And Bert Extractive Algorithms
WEEK NO:	11	DATE:	29/05/2021
PLANNING
MILESTONE:	PLANNED:	ACTUAL:	COMMENT:
Finish doing updates to the presentation.	Finish making the presentation.	Had to do small updates to the presentation slides.	Got help from the library support lecture and subject outline.
ISSUES
DESCRIPTION:	DATE:	ACTION/RESULTS:	FINISHED (Y/N)
Had issues with some of the components in the research presentation.	29/05/2021	Got help from the library support lecture and subject outline.	Y

 

WEEKLY PROGRESS REPORT

NAME:	Benthotage Harini Chelaka Fernando
PROJECT TITLE:	Online Movie Reviews Classification and Summarizing Using Naïve Bayes And Bert Extractive Algorithms
WEEK NO:	10	DATE:	18/05/2021
PLANNING
MILESTONE:	PLANNED:	ACTUAL:	COMMENT:
Complete writing the research paper.	Finish writing the research paper.	Finished writing the main components and need to make some small changes.	Got help from the study support’s session held in week 9 to make the research paper up to the standard.
ISSUES
DESCRIPTION:	DATE:	ACTION/RESULTS:	FINISHED (Y/N)
Had issues with some of the components in the research paper writing.	18/05/2021	Got help from the study support session, and similar peer-reviewed articles to reach my research paper’s required standard.	Y

 

WEEKLY PROGRESS REPORT

NAME:	Benthotage Harini Chelaka Fernando
PROJECT TITLE:	Online Movie Reviews Classification and Summarizing Using Naïve Bayes And Bert Extractive Algorithms
WEEK NO:	09	DATE:	12/05/2021
PLANNING
MILESTONE:	PLANNED:	ACTUAL:	COMMENT:
Generating system summaries using algorithms and building a human summary for a positive review for one movie title.	Generate system summary and human summary for one movie title positive reviews.	Generated system summaries using algorithms for selected movie title positive review and human summary for a positive review for one movie title.	Online searches helped to overcome different difficulties.
ISSUES
DESCRIPTION:	DATE:	ACTION/RESULTS:	FINISHED (Y/N)
Had issues with a human summary and generating summaries using algorithms.	12/05/2021	I searched for different scenarios for answers.	Y

 

WEEKLY PROGRESS REPORT

NAME:	Benthotage Harini Chelaka Fernando
PROJECT TITLE:	Online Movie Reviews Classification and Summarizing Using Naïve Bayes And Bert Extractive Algorithms
WEEK NO:	08	DATE:	05/05/2021
PLANNING
MILESTONE:	PLANNED:	ACTUAL:	COMMENT:
Did the scraping of the IMDB movie reviews web site and got the reviews, made a web app where the user can write the movie name and choosing the movie id it shows the sentiment of the review on top of the review	To show let the user enter a movie and then show the sentiment of the related movie review on top of the review	Was able to implement a web app to let the user enter the movie title and select the movie id and then show the sentiment of the related movie review on top of the review (positive- green, negative – red)	Online searches helped to overcome different difficulties.
ISSUES
DESCRIPTION:	DATE:	ACTION/RESULTS:	FINISHED (Y/N)
Had the issues with implementation.	05/05/2021	I searched for different scenarios for answers.	Y

 

WEEKLY PROGRESS REPORT

NAME:	Benthotage Harini Chelaka Fernando
PROJECT TITLE:	Online Movie Reviews Classification and Summarizing Using Naïve Bayes And Bert Extractive Algorithms
WEEK NO:	07	DATE:	21/04/2021
PLANNING
MILESTONE:	PLANNED:	ACTUAL:	COMMENT:
Got the accuracy level of LSVM, Naive Bayes and logistic regression model.	To get the accuracy level of the LSVM, Naive Bayes and logistic regression model for the text classification.	After doing so many changes was able to get the accuracy level of the LSVM, Naive Bayes and logistic regression model’s text classification.	Online searches helped to overcome different difficulties.
ISSUES
DESCRIPTION:	DATE:	ACTION/RESULTS:	FINISHED (Y/N)
Had the issues with implementation.	21/04/2021	I searched for different scenarios for answers.	Y

 

WEEKLY PROGRESS REPORT

NAME:	Benthotage Harini Chelaka Fernando
PROJECT TITLE:	Online Movie Reviews Classification and Summarizing Using Naïve Bayes And Bert Extractive Algorithms
WEEK NO:	06	DATE:	11/04/2021
PLANNING
MILESTONE:	PLANNED:	ACTUAL:	COMMENT:
Got the accuracy level of the RMDL text classification.	To get the accuracy level of the RMDL text classification.	After doing so many changes was able to get the accuracy level of the RMDL text classification.	Online searches helped to overcome different difficulties.
ISSUES
DESCRIPTION:	DATE:	ACTION/RESULTS:	FINISHED (Y/N)
Had a memory issue when running the code for a large number of unique words and a number of epochs.	11/04/2021	I decided to minimize the amount to continue and test the code.	Y

 

WEEKLY PROGRESS REPORT

NAME:	Benthotage Harini Chelaka Fernando
PROJECT TITLE:	Online Movie Reviews Classification and Summarizing Using Naïve Bayes And Bert Extractive Algorithms
WEEK NO:	05	DATE:	06/04/2021
PLANNING
MILESTONE:	PLANNED:	ACTUAL:	COMMENT:
Starting with the classifier development.	Start developing the classifier.	After reading through research papers I analyze the methods and codes I started with developing the code for the classifier and the pre-processing codes.	Approaches in the research papers and online references helped me to do the development.
ISSUES
DESCRIPTION:	DATE:	ACTION/RESULTS:	FINISHED (Y/N)
Had a memory issue when running the code for a large number of unique words.	6/04/2021	I decided to minimize the amount to continue and test the code.	Y

 

WEEKLY PROGRESS REPORT

NAME:	Benthotage Harini Chelaka Fernando
PROJECT TITLE:	Online Movie Reviews Classification and Summarizing Using Naïve Bayes And Bert Extractive Algorithms
WEEK NO:	04	DATE:	28/03/2021
PLANNING
MILESTONE:	PLANNED:	ACTUAL:	COMMENT:
Finalizing assignment 2 and submission of assignment 2.	Planned to complete assignment 2 and use the approaches identified.	After reading through research papers I analyze the methods and finalized my method and finalized assignment 2.	Method area in the research papers helped me to find their methods and gave me an idea for my method.
ISSUES
DESCRIPTION:	DATE:	ACTION/RESULTS:	FINISHED (Y/N)
The dataset I earlier used was not suited as it consisted of Spanish reviews as well.	28/03/2021	I decided to use a new dataset that only has English words.	Y

 

WEEKLY PROGRESS REPORT

NAME:	Benthotage Harini Chelaka Fernando
PROJECT TITLE:	Online Movie Reviews Classification and Summarizing Using Naïve Bayes And Bert Extractive Algorithms
WEEK NO:	03	DATE:	21/03/2021
PLANNING
MILESTONE:	PLANNED:	ACTUAL:	COMMENT:
Finalizing the framework for the project and finding a relevant database	Planned to find a suitable framework for the project and a suitable database for the project.	After reading through research papers I analyzed the frameworks of their projects and drafted one for my own project. Searched for a suitable database to use for the project.	Method area in the research papers helped me to find the framework and the found database need to be checked with the lecturer to finalize it.
ISSUES
DESCRIPTION:	DATE:	ACTION/RESULTS:	FINISHED (Y/N)
Reading through the methods I found out that I won’t be able to manage both the classification methods.	21/03/2021	I decided to use only one of the classification category for the capstone project.	Y