Incorporating weight properties in detection of web spam
| dc.contributor.author | Goh, Kwang Leng Alex | |
| dc.contributor.author | Ravi, Kumar | |
| dc.contributor.author | Singh, Ashutosh Kumar | |
| dc.contributor.editor | John Wu (Contact) | |
| dc.date.accessioned | 2017-01-30T13:25:47Z | |
| dc.date.available | 2017-01-30T13:25:47Z | |
| dc.date.created | 2015-03-03T20:16:10Z | |
| dc.date.issued | 2012 | |
| dc.identifier.citation | Goh, K.L.A. and Ravi, K. and Singh, A.K. 2012. Incorporating weight properties in detection of web spam, in 2nd IEEE International Conference on Uncertainty Reasoning and Knowledge Engineering (URKE), Aug 14-15 2012, pp. 18-21. Jakarta, Indonesia: Institute of Electrical and Electronics Engineers. | |
| dc.identifier.uri | http://hdl.handle.net/20.500.11937/31508 | |
| dc.identifier.doi | 10.1109/URKE.2012.6319540 | |
| dc.description.abstract |
This paper focus on incorporating weight properties to enhance Web spam detection algorithms. Our proposed methodology adds this feature into Anti-TrustRank algorithm and call it weighted Anti-TrustRank algorithm to show the effectiveness of the weight properties using a new metric. Experiments are conducted on WEBSPAM-UK2006, a public Web spam dataset and have shown that weighted Anti-TrustRank significantly outperforms Anti-TrustRank algorithm up to 37.85%. | |
| dc.publisher | Institute of Electrical and Electronics Engineers | |
| dc.title | Incorporating weight properties in detection of web spam | |
| dc.type | Conference Paper | |
| dcterms.source.startPage | 18 | |
| dcterms.source.endPage | 21 | |
| dcterms.source.title | Proceeding of 2nd IEEE International Conference on Uncertainty Reasoning and Knowledge Engineering | |
| dcterms.source.series | Proceeding of 2nd IEEE International Conference on Uncertainty Reasoning and Knowledge Engineering | |
| dcterms.source.isbn | 978-1-4673-1459-6 | |
| dcterms.source.conference | 2nd IEEE International Conference on Uncertainty Reasoning and Knowledge Engineering | |
| dcterms.source.conference-start-date | Aug 14 2012 | |
| dcterms.source.conferencelocation | Jakarta, Indonesia | |
| dcterms.source.place | United States | |
| curtin.department | Curtin Sarawak | |
| curtin.accessStatus | Fulltext not available |