DocumentCode
2878962
Title
Fuzzy Multicriteria Decision Analysis for Measurement of Document Content Reliability
Author
Chin Wei Bong ; Holtby, Derek William ; Kang Siong Ng
Author_Institution
Inf. Security Lab., MIMOS Berhad, Kuala Lumpur, Malaysia
Volume
2
fYear
2012
fDate
28-29 Oct. 2012
Firstpage
303
Lastpage
306
Abstract
The objective of the paper is to propose a measurement model for trustworthiness of a document to ensure information security. The definition of trustworthiness in this context refers to the reliability value of the information in the document. the document here refers to an article or a web document. The proposed model relates to an approach for assessing trust of data for use of the information consumer. The model helps to capture multiple factors couple with risk profiles in the determination of the trustworthiness of content. It allows consideration of level of confidence and aggregation of attitude towards risk for normalization of a trust index. We use a fuzzy representation to allow the information consumer to decide their confidence level towards the importance of each criterion. the model enables an automated computation method for a straight forward computation for a unique and personalized trustworthiness. The paper also presents an implementation example for practicality of the proposed model.
Keywords
Internet; decision theory; fuzzy set theory; risk analysis; security of data; text analysis; Web document; article; attitude aggregation; confidence level; content trustworthiness determination; data trust assessment; document content reliability measurement; document trustworthiness measurement model; fuzzy multicriteria decision analysis; fuzzy representation; information consumer; information reliability value; information security; personalized trustworthiness; risk profile; trust index; Computational modeling; Indexes; Internet; Mathematical model; Pragmatics; Vectors; Web pages; Multicriteria decision support; fuzy set theory; fuzzy information modelling and identification; fuzzy preference modeling;
fLanguage
English
Publisher
ieee
Conference_Titel
Computational Intelligence and Design (ISCID), 2012 Fifth International Symposium on
Conference_Location
Hangzhou
Print_ISBN
978-1-4673-2646-9
Type
conf
DOI
10.1109/ISCID.2012.227
Filename
6406000
Link To Document