Title
Llama-b: automatic hyperlink authoring in the blogosphere
Abstract
Viewed collectively, the sum of all blog entries recorded to date (usually referred to as the blogosphere) represents a prodigiously rich collection of commentary and opinion, a dizzying mixture of fact and speculation, subjective opinion and objective data. This paper introduces a hypermedia authoring tool intended to simplify the process of navigating this chaotic environment. The tool works by adding additional hyperlinks to blogs, links which connect blog entries addressing similar topics. These hyperlinks are generated by an algorithm that uses statistical language modeling and graph based analysis to exploit the implicit associative structure of the blogosphere. An evaluative exercise, centred upon the unsupervised labeling of blog articles, confirms the effectiveness of this approach.
Year
DOI
Venue
2008
10.1145/1379092.1379119
Hypertext 1999
Keywords
Field
DocType
dizzying mixture,additional hyperlinks,chaotic environment,automatic hyperlink,blog article,subjective opinion,evaluative exercise,tool work,implicit associative structure,hypermedia authoring tool,blog entry,hyperlinks
Graph,World Wide Web,Hypermedia authoring,Associative property,Computer science,Exploit,Hyperlink,Blogosphere,Chaotic environment,Multimedia,Language model
Conference
Citations 
PageRank 
References 
0
0.34
16
Authors
5
Name
Order
Citations
PageRank
Dong Zhou134225.99
Mark Truran228614.43
Tim Brailsford334020.08
Helen Ashman476766.74
Amir Pourabdollah54613.27