Text analytics of unstructured textual data: A study on military peacekeeping document using R text mining package
This paper describes a technique of text analytics on peacekeeping documents to discover significant text patterns exist in the documents. These documents are considered as unstructured textual data.The paper proposes a framework that consists of 3 stages (i) data collection (ii) document preprocess...
| Main Authors: | , , , |
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| Format: | Conference or Workshop Item |
| Language: | English |
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2017
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| Online Access: | https://repo.uum.edu.my/id/eprint/22774/1/ICOCI%202017%201%207.pdf |
| _version_ | 1825804811745886208 |
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| author | Zainol, Zuraini Nohuddin, Puteri N.E. Mohd, Tengku A.T. Zakaria, Omar |
| author_facet | Zainol, Zuraini Nohuddin, Puteri N.E. Mohd, Tengku A.T. Zakaria, Omar |
| author_sort | Zainol, Zuraini |
| collection | UUM |
| description | This paper describes a technique of text analytics on peacekeeping documents to discover significant text patterns exist in the documents. These documents are considered as unstructured textual data.The paper proposes a framework that consists of 3 stages (i) data collection (ii) document preprocessing and (iii) text analytics and visualization.The technique
is developed using R text mining package for text analytics experiments. |
| first_indexed | 2024-07-04T06:21:49Z |
| format | Conference or Workshop Item |
| id | uum-22774 |
| institution | Universiti Utara Malaysia |
| language | English |
| last_indexed | 2024-07-04T06:21:49Z |
| publishDate | 2017 |
| record_format | eprints |
| spelling | uum-227742017-07-26T06:52:06Z https://repo.uum.edu.my/id/eprint/22774/ Text analytics of unstructured textual data: A study on military peacekeeping document using R text mining package Zainol, Zuraini Nohuddin, Puteri N.E. Mohd, Tengku A.T. Zakaria, Omar QA75 Electronic computers. Computer science This paper describes a technique of text analytics on peacekeeping documents to discover significant text patterns exist in the documents. These documents are considered as unstructured textual data.The paper proposes a framework that consists of 3 stages (i) data collection (ii) document preprocessing and (iii) text analytics and visualization.The technique is developed using R text mining package for text analytics experiments. 2017-04-25 Conference or Workshop Item PeerReviewed application/pdf en https://repo.uum.edu.my/id/eprint/22774/1/ICOCI%202017%201%207.pdf Zainol, Zuraini and Nohuddin, Puteri N.E. and Mohd, Tengku A.T. and Zakaria, Omar (2017) Text analytics of unstructured textual data: A study on military peacekeeping document using R text mining package. In: 6th International Conference on Computing & Informatics (ICOCI2017), 25 - 27 April 2017, Kuala Lumpur. http://icoci.cms.net.my/PROCEEDINGS/2017/Pdf_Version_Chap01e/PID19-1-7e.pdf doi:10.1109/INFRKM.2016.7806349 doi:10.1109/INFRKM.2016.7806349 |
| spellingShingle | QA75 Electronic computers. Computer science Zainol, Zuraini Nohuddin, Puteri N.E. Mohd, Tengku A.T. Zakaria, Omar Text analytics of unstructured textual data: A study on military peacekeeping document using R text mining package |
| title | Text analytics of unstructured textual data: A study on military peacekeeping document using R text mining package |
| title_full | Text analytics of unstructured textual data: A study on military peacekeeping document using R text mining package |
| title_fullStr | Text analytics of unstructured textual data: A study on military peacekeeping document using R text mining package |
| title_full_unstemmed | Text analytics of unstructured textual data: A study on military peacekeeping document using R text mining package |
| title_short | Text analytics of unstructured textual data: A study on military peacekeeping document using R text mining package |
| title_sort | text analytics of unstructured textual data a study on military peacekeeping document using r text mining package |
| topic | QA75 Electronic computers. Computer science |
| url | https://repo.uum.edu.my/id/eprint/22774/1/ICOCI%202017%201%207.pdf |
| work_keys_str_mv | AT zainolzuraini textanalyticsofunstructuredtextualdataastudyonmilitarypeacekeepingdocumentusingrtextminingpackage AT nohuddinputerine textanalyticsofunstructuredtextualdataastudyonmilitarypeacekeepingdocumentusingrtextminingpackage AT mohdtengkuat textanalyticsofunstructuredtextualdataastudyonmilitarypeacekeepingdocumentusingrtextminingpackage AT zakariaomar textanalyticsofunstructuredtextualdataastudyonmilitarypeacekeepingdocumentusingrtextminingpackage |