General-Purpose Search Techniques for Genomic Text

Abhijit Chattaraj, Hugh E. Williams, Adam Cannane
2004 Genome Informatics Series  
Fast and accurate techniques for searching large genomic text collections are becoming increasingly important. While Information Retrieval is well-established for general-purpose text retrieval tasks, less is known about retrieval techniques for genomic text data. In this paper, we investigate and propose general-purpose search techniques for genomic text. In particular, we show that significant improvements can result from manual term expansion, where additional words are added to queries and
more » ... ocuments. We also show that collection partitioning, where documents are included in or excluded from the search space, is highly effective for some tasks. We experiment with our techniques on four text collections and show, for example, that the collection partitioning scheme can improve effectiveness by almost 9.5% over a standard retrieval baseline. We conclude by recommending techniques that can be considered for most genomic search tasks.
doi:10.11234/gi1990.15.2_42 fatcat:3hcbnz5bmva7ff6fhxqougvnum