Automating the assignment of submitted manuscripts to reviewers

@inproceedings{Dumais1992AutomatingTA,
  title={Automating the assignment of submitted manuscripts to reviewers},
  author={Susan T. Dumais and Jakob Nielsen},
  booktitle={SIGIR '92},
  year={1992}
}
The 117 manuscripts submitted for the Hypertext '91 conference were assigned to members of the review committee, using a variety of automated methods based on information retrieval principles and Latent Semantic Indexing. Fifteen reviewers provided exhaustive ratings for the submitted abstracts, indicating how well each abstract matched their interests. The automated methods do a fairly good job of assigning relevant papers for review, but they are still somewhat poorer than assignments made… 

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References

SHOWING 1-10 OF 19 REFERENCES
Relevance assessments and retrieval system evaluation
Improving the retrieval of information from external sources
TLDR
A statistical method is described called latent semantic indexing, which models the implicit higher order structure in the association of words and objects and improves retrieval performance by up to 30%.
Indexing by Latent Semantic Analysis
TLDR
A new method for automatic indexing and retrieval to take advantage of implicit higher-order structure in the association of terms with documents (“semantic structure”) in order to improve the detection of relevant documents on the basis of terms found in queries.
Automatic text structuring and retrieval-experiments in automatic encyclopedia searching
TLDR
An alternative text manipulation system is outlined useful for the retrieval of large heterogeneous texts, and for the recognition of content similarities between text excerpts, based on flexible text matching procedures carried out in several contexts of different scope.
The HCI bibliography project
TLDR
The HCI Bibliography project has just released its first collections of a free-access online extended bibliography on Human-Computer Interaction, and the first release contains the complete contents of all the ACM CHI conference, the complete journal HCI, and several other important sources.
Information retrieval by constrained spreading activation in semantic networks
Hypertext: from Text to Expertext
Text principles reading model writing model systems text structure reading tools writing tools epilogue exercises small volume history 1960s 1970s principles database network interface systems
Introduction to Modern Information Retrieval
TLDR
Reading is a need and a hobby at once and this condition is the on that will make you feel that you must read.
Maximum matching and a polyhedron with 0,1-vertices
TLDR
The emphasis in this paper is on relating the matching problem to the theory of continuous linear programming, and the algorithm described does not involve any "blind-alley programming" -which, essentially, amounts to testing a great many combinations.
Hypertext and hypermedia
A comprehensive, clearly written overview of hypertext, this book gives broad coverage of different hypertext systems, as well as their features and applications using many concrete examples and
...
...