TY - GEN
T1 - Improving algorithm search using the algorithm co-citation network
AU - Tuarob, Suppawong
AU - Mitra, Prasenjit
AU - Giles, C. Lee
N1 - Copyright:
Copyright 2012 Elsevier B.V., All rights reserved.
PY - 2012
Y1 - 2012
N2 - Algorithms are an essential part of computational science. An algorithm search engine, which extracts pseudo-codes and their metadata from documents, and makes it searchable, has recently been developed as part of the CiteseerX suite. However, this algorithm search engine only retrieves and ranks relevant algorithms solely on textual similarity. Here, we propose a method for using the algorithm co-citation network to infer the similarity between algorithms. We apply a graph clustering algorithm on the network for algorithm recommendation and make suggestions on how to improve the current CiteseerX algorithm search engine.
AB - Algorithms are an essential part of computational science. An algorithm search engine, which extracts pseudo-codes and their metadata from documents, and makes it searchable, has recently been developed as part of the CiteseerX suite. However, this algorithm search engine only retrieves and ranks relevant algorithms solely on textual similarity. Here, we propose a method for using the algorithm co-citation network to infer the similarity between algorithms. We apply a graph clustering algorithm on the network for algorithm recommendation and make suggestions on how to improve the current CiteseerX algorithm search engine.
UR - http://www.scopus.com/inward/record.url?scp=84863539696&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84863539696&partnerID=8YFLogxK
U2 - 10.1145/2232817.2232869
DO - 10.1145/2232817.2232869
M3 - Conference contribution
AN - SCOPUS:84863539696
SN - 9781450311540
T3 - Proceedings of the ACM/IEEE Joint Conference on Digital Libraries
SP - 277
EP - 280
BT - JCDL '12 - Proceedings of the 12th ACM/IEEE-CS Joint Conference on Digital Libraries
T2 - 12th ACM/IEEE-CS Joint Conference on Digital Libraries, JCDL '12
Y2 - 10 June 2012 through 14 June 2012
ER -