Title
LLAMA: automatic hypertext generation utilizing language models
Abstract
Manual hypertext construction is labour intensive and prone to error. Robust systems capable of automatic hypertext generation (AHG) could be of direct benefit to those individuals responsible for hypertext authoring. In this paper we propose a novel technique for the autonomous creation of hypertext which is dependent upon language models. This work is strongly influenced by those algorithms which process the hyperlinked structure of a corpus in an attempt to find authoritative sources. The algorithm was evaluated by experimental comparison with human hypertext authors, and we found that both approaches produced broadly similar results.
Year
DOI
Venue
2007
10.1145/1286240.1286263
Hypertext 1999
Keywords
Field
DocType
manual hypertext construction,automatic hypertext generation,language model,authoritative source,autonomous creation,hypertext authoring,human hypertext author,hyperlinked structure,experimental comparison,direct benefit,language models,clustering,hits,bipartite graph
Hypertext,World Wide Web,Computer science,Bipartite graph,Natural language processing,Artificial intelligence,Cluster analysis,Language model
Conference
Citations 
PageRank 
References 
9
0.59
6
Authors
4
Name
Order
Citations
PageRank
Dong Zhou134225.99
James Goulding27012.23
Mark Truran328614.43
Tim Brailsford434020.08