Full metadata record
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Hamedani, Masoud Reyhani | - |
dc.date.accessioned | 2019-10-04T05:34:37Z | - |
dc.date.available | 2019-10-04T05:34:37Z | - |
dc.date.issued | 2019-04 | - |
dc.identifier.citation | Proceedings of the ACM Symposium on Applied Computing, Page. 534-541 | en_US |
dc.identifier.isbn | 978-145035933-7 | - |
dc.identifier.uri | https://dl.acm.org/citation.cfm?doid=3297280.3297331 | - |
dc.identifier.uri | https://repository.hanyang.ac.kr/handle/20.500.11754/110845 | - |
dc.description.abstract | Despite of the success in the real-world applications, SimRank and its variants, rvs-SimRank and PRank, suffer from the pairwise normalization problem (PNP) as a counter intuitive property hidden in their computation paradigm. JacSim, a state-of-the-art measure, provides an effective solution to PNP; however, it considers PNP and the effectiveness of the provided solution only in SimRank. In this paper, we consider PNP in SimRank variants, generalize the solution to those measures, conduct extensive experiments with two real-world datasets to accurately perform parameter tuning, and verify the effectiveness of applying the solution to SimRank variants with both un-weighted and weighted graphs. © 2019 Copyright held by the owner/author(s). | en_US |
dc.description.sponsorship | This work was supported by the National Research Foundation of Korea (NRF) grant funded by the Korea government (MSIT; Ministry of Science and ICT) (No. NRF-2017R1A2B3 004581) and by Next-Generation Information Computing Development Program through the National Research Foundation of Korea (NRF) funded by the Ministry of Science and ICT (No. NRF-2017M3C4A7083678). Sang-Wook Kim is the corresponding author of this paper. | en_US |
dc.language.iso | en | en_US |
dc.publisher | ACM | en_US |
dc.subject | Link-based similarity | en_US |
dc.subject | SimRank | en_US |
dc.subject | Pairwise Normalization Problem JacSim | en_US |
dc.subject | JacSim | en_US |
dc.title | Pairwise Normalization in SimRank Variants: Problem, Solution, and Evaluation | en_US |
dc.type | Article | en_US |
dc.identifier.doi | 10.1145/3297280.3297331 | - |
dc.relation.page | 534-541 | - |
dc.contributor.googleauthor | Hamedani, Masoud Reyhani | - |
dc.contributor.googleauthor | Kim, Sang-Wook | - |
dc.relation.code | 20190164 | - |
dc.sector.campus | S | - |
dc.sector.daehak | CENTER FOR CREATIVE CONVERGENCE EDUCATION[S] | - |
dc.identifier.pid | masoud | - |
Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.