BICE: Exploring Compact Search Space by Using Bipartite Matching and Cell-Wide Verification
DC Field | Value | Language |
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dc.contributor.author | Choi, Yunyoung | - |
dc.contributor.author | Park, Kunsoo | - |
dc.contributor.author | Kim, Hyunjoon | - |
dc.date.accessioned | 2023-09-04T07:12:03Z | - |
dc.date.available | 2023-09-04T07:12:03Z | - |
dc.date.created | 2023-07-25 | - |
dc.date.issued | 2023-05 | - |
dc.identifier.issn | 2150-8097 | - |
dc.identifier.uri | https://scholarworks.bwise.kr/hanyang/handle/2021.sw.hanyang/189678 | - |
dc.description.abstract | Subgraph matching is the problem of searching for all embeddings of a query graph in a data graph, and subgraph query processing (also known as subgraph search) is to find all the data graphs that contain a query graph as subgraphs. Extensive research has been done to develop practical solutions for both problems. However, the existing solutions still show limited query processing time due to a lot of unnecessary computations in search. In this paper, we focus on exploring as compact search space as possible by using three techniques: (1) pruning by bipartite matching, (2) pruning by failing sets with bipartite matching Abstr(3) cell-wide verifica- tion. We propose a new algorithm Bid, hich combines these three techniques. We conduct extensive periments on real-world datasets as well as synthetic datasets to evaluate the effectiveness of the techniques. Experiments show that our approach outper- forms the fastest existing subgraph search algorithm by up to two orders of magnitude in terms of elapsed time to process a query. Our approach also outperforms state-of-the-art subgraph matching algorithms by up to two orders of magnitude. | - |
dc.language | 영어 | - |
dc.language.iso | en | - |
dc.publisher | ASSOC COMPUTING MACHINERY | - |
dc.title | BICE: Exploring Compact Search Space by Using Bipartite Matching and Cell-Wide Verification | - |
dc.type | Article | - |
dc.contributor.affiliatedAuthor | Kim, Hyunjoon | - |
dc.identifier.doi | 10.14778/3598581.3598591 | - |
dc.identifier.scopusid | 2-s2.0-85166940323 | - |
dc.identifier.wosid | 001000370500010 | - |
dc.identifier.bibliographicCitation | PROCEEDINGS OF THE VLDB ENDOWMENT, v.16, no.9, pp.2186 - 2198 | - |
dc.relation.isPartOf | PROCEEDINGS OF THE VLDB ENDOWMENT | - |
dc.citation.title | PROCEEDINGS OF THE VLDB ENDOWMENT | - |
dc.citation.volume | 16 | - |
dc.citation.number | 9 | - |
dc.citation.startPage | 2186 | - |
dc.citation.endPage | 2198 | - |
dc.type.rims | ART | - |
dc.type.docType | Article | - |
dc.description.journalClass | 1 | - |
dc.description.isOpenAccess | N | - |
dc.description.journalRegisteredClass | scie | - |
dc.description.journalRegisteredClass | scopus | - |
dc.relation.journalResearchArea | Computer Science | - |
dc.relation.journalWebOfScienceCategory | Computer Science, Information Systems | - |
dc.relation.journalWebOfScienceCategory | Computer Science, Theory & Methods | - |
dc.subject.keywordPlus | SUBGRAPH | - |
dc.subject.keywordPlus | EFFICIENT | - |
dc.subject.keywordPlus | ALGORITHM | - |
dc.identifier.url | https://dl.acm.org/doi/10.14778/3598581.3598591 | - |
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