A compact representation for trips over networks built on self-indexes

作者:

Highlights:

• We provide a representation for trips over networks and answer counting-based queries.

• We adapt a Compressed Suffix Array to deal with the spatial component of trips.

• We use a wavelet matrix or a Hu–tucker-shaped Wavelet Tree for the temporal component.

• Experiments show space needs until a 50% when compared with a plain representation.

• Experiments show counting-based query-times typically within 1–1000 µs.

摘要

•We provide a representation for trips over networks and answer counting-based queries.•We adapt a Compressed Suffix Array to deal with the spatial component of trips.•We use a wavelet matrix or a Hu–tucker-shaped Wavelet Tree for the temporal component.•Experiments show space needs until a 50% when compared with a plain representation.•Experiments show counting-based query-times typically within 1–1000 µs.

论文关键词:Trips on networks,Counting queries,Self-index,Compression

论文评审过程:Received 23 May 2017, Revised 21 June 2018, Accepted 25 June 2018, Available online 6 July 2018, Version of Record 18 July 2018.

论文官网地址:https://doi.org/10.1016/j.is.2018.06.010