Automate crime news segmentation, knowledge-based generation and public opinion mining for social awareness
This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2021.
| Principais autores: | , , |
|---|---|
| Outros Autores: | |
| Formato: | Tese |
| Idioma: | English |
| Publicado em: |
Brac University
2021
|
| Assuntos: | |
| Acesso em linha: | http://hdl.handle.net/10361/14975 |
| id |
10361-14975 |
|---|---|
| record_format |
dspace |
| spelling |
10361-149752022-01-26T10:23:16Z Automate crime news segmentation, knowledge-based generation and public opinion mining for social awareness Sabit, Ahmed Bin Ahsan, Asif Tasnim, Zarin Rasel, Annajiat Alim Alam, Md. Golam Rabiul Department of Computer Science and Engineering, Brac University Natural Language Processing Machine Learning Data Mining Crime--Bangladesh. This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2021. Cataloged from PDF version of thesis. Includes bibliographical references (pages 85-94). In the context of the crime scenario in Bangladesh, people face enormous crime situations which can be eradicated by applying some technological solution. For this a research work needs to be conducted by news segmentation and knowledge base generation. This study aims to determine how authority can target crime scenarios based on public opinion for increasing social awareness. Based on this context there will be an algorithm which will sort out the data sheet as well as the mined data will figure out solutions for respective crime scenarios. These data will be collected from news articles from which a data library will be generated by using natural language processing. After analyzing all data, it will automatically notify the authority with a precise report. Further research is needed to identify other factors that could strengthen the effectiveness of this report. Ahmed Bin Sabit Asif Ahsan Zarin Tasnim B. Computer Science 2021-09-05T10:36:49Z 2021-09-05T10:36:49Z 2021 2021-06 Thesis ID 19241027 ID 21141081 ID 21141085 http://hdl.handle.net/10361/14975 en Brac University theses are protected by copyright. They may be viewed from this source for any purpose, but reproduction or distribution in any format is prohibited without written permission. 94 pages application/pdf Brac University |
| institution |
Brac University |
| collection |
Institutional Repository |
| language |
English |
| topic |
Natural Language Processing Machine Learning Data Mining Crime--Bangladesh. |
| spellingShingle |
Natural Language Processing Machine Learning Data Mining Crime--Bangladesh. Sabit, Ahmed Bin Ahsan, Asif Tasnim, Zarin Automate crime news segmentation, knowledge-based generation and public opinion mining for social awareness |
| description |
This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2021. |
| author2 |
Rasel, Annajiat Alim |
| author_facet |
Rasel, Annajiat Alim Sabit, Ahmed Bin Ahsan, Asif Tasnim, Zarin |
| format |
Thesis |
| author |
Sabit, Ahmed Bin Ahsan, Asif Tasnim, Zarin |
| author_sort |
Sabit, Ahmed Bin |
| title |
Automate crime news segmentation, knowledge-based generation and public opinion mining for social awareness |
| title_short |
Automate crime news segmentation, knowledge-based generation and public opinion mining for social awareness |
| title_full |
Automate crime news segmentation, knowledge-based generation and public opinion mining for social awareness |
| title_fullStr |
Automate crime news segmentation, knowledge-based generation and public opinion mining for social awareness |
| title_full_unstemmed |
Automate crime news segmentation, knowledge-based generation and public opinion mining for social awareness |
| title_sort |
automate crime news segmentation, knowledge-based generation and public opinion mining for social awareness |
| publisher |
Brac University |
| publishDate |
2021 |
| url |
http://hdl.handle.net/10361/14975 |
| work_keys_str_mv |
AT sabitahmedbin automatecrimenewssegmentationknowledgebasedgenerationandpublicopinionminingforsocialawareness AT ahsanasif automatecrimenewssegmentationknowledgebasedgenerationandpublicopinionminingforsocialawareness AT tasnimzarin automatecrimenewssegmentationknowledgebasedgenerationandpublicopinionminingforsocialawareness |
| _version_ |
1814309780776288256 |