Towards a headline-based deception detection approach for data veracity in online digital news
Since its existence in 1990's, online news has been the major source of news content for news readers. Unfortunately, based on a number of findings, readers tend to judge on certain event based on the news headlines rather than its contents. With the advancement of mobile and web technologies,...
| Main Authors: | , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Faculty of Electronic and Computer Engineering, Universiti Teknikal Malaysia Melaka
2017
|
| Online Access: | http://psasir.upm.edu.my/id/eprint/63586/ http://psasir.upm.edu.my/id/eprint/63586/1/Towards%20a%20headline-based%20deception%20detection%20approach%20for%20data%20veracity%20in%20online%20digital%20news.pdf |
| _version_ | 1848854824651587584 |
|---|---|
| author | Eembi @ Jamil, Normala Che Ishak, Iskandar Sidi, Fatimah Affendey, Lilly Suriani |
| author_facet | Eembi @ Jamil, Normala Che Ishak, Iskandar Sidi, Fatimah Affendey, Lilly Suriani |
| author_sort | Eembi @ Jamil, Normala Che |
| building | UPM Institutional Repository |
| collection | Online Access |
| description | Since its existence in 1990's, online news has been the major source of news content for news readers. Unfortunately, based on a number of findings, readers tend to judge on certain event based on the news headlines rather than its contents. With the advancement of mobile and web technologies, it is easier to spread news to others and this unhealthy habits can cause negative impacts towards individuals, organizations or nations that are victimized by the news. This paper proposes a framework to detect deceptive online news based on the news headlines. By having an accurate detection upon deceptive news based on its content, it can assist readers to identify misleading news and to help them to find relevant news for their source of information. |
| first_indexed | 2025-11-15T11:16:00Z |
| format | Article |
| id | upm-63586 |
| institution | Universiti Putra Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T11:16:00Z |
| publishDate | 2017 |
| publisher | Faculty of Electronic and Computer Engineering, Universiti Teknikal Malaysia Melaka |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | upm-635862018-11-07T08:28:17Z http://psasir.upm.edu.my/id/eprint/63586/ Towards a headline-based deception detection approach for data veracity in online digital news Eembi @ Jamil, Normala Che Ishak, Iskandar Sidi, Fatimah Affendey, Lilly Suriani Since its existence in 1990's, online news has been the major source of news content for news readers. Unfortunately, based on a number of findings, readers tend to judge on certain event based on the news headlines rather than its contents. With the advancement of mobile and web technologies, it is easier to spread news to others and this unhealthy habits can cause negative impacts towards individuals, organizations or nations that are victimized by the news. This paper proposes a framework to detect deceptive online news based on the news headlines. By having an accurate detection upon deceptive news based on its content, it can assist readers to identify misleading news and to help them to find relevant news for their source of information. Faculty of Electronic and Computer Engineering, Universiti Teknikal Malaysia Melaka 2017 Article PeerReviewed text en http://psasir.upm.edu.my/id/eprint/63586/1/Towards%20a%20headline-based%20deception%20detection%20approach%20for%20data%20veracity%20in%20online%20digital%20news.pdf Eembi @ Jamil, Normala Che and Ishak, Iskandar and Sidi, Fatimah and Affendey, Lilly Suriani (2017) Towards a headline-based deception detection approach for data veracity in online digital news. Journal of Telecommunication, Electronic and Computer Engineering, 9 (2-11). 33 - 37. ISSN 2180-1843; ESSN: 2289-8131 http://journal.utem.edu.my/index.php/jtec/article/view/2734 |
| spellingShingle | Eembi @ Jamil, Normala Che Ishak, Iskandar Sidi, Fatimah Affendey, Lilly Suriani Towards a headline-based deception detection approach for data veracity in online digital news |
| title | Towards a headline-based deception detection approach for data veracity in online digital news |
| title_full | Towards a headline-based deception detection approach for data veracity in online digital news |
| title_fullStr | Towards a headline-based deception detection approach for data veracity in online digital news |
| title_full_unstemmed | Towards a headline-based deception detection approach for data veracity in online digital news |
| title_short | Towards a headline-based deception detection approach for data veracity in online digital news |
| title_sort | towards a headline-based deception detection approach for data veracity in online digital news |
| url | http://psasir.upm.edu.my/id/eprint/63586/ http://psasir.upm.edu.my/id/eprint/63586/ http://psasir.upm.edu.my/id/eprint/63586/1/Towards%20a%20headline-based%20deception%20detection%20approach%20for%20data%20veracity%20in%20online%20digital%20news.pdf |