Pairwise Similarity Calculation of Information Networks

Autor:	Sharma Chakravarthy, Yuanzhe Cai
Rok vydání:	2011
Předmět:	Loop (graph theory) Theoretical computer science Similarity (network science) Computer science Information networks Data mining Focus (optics) computer.software_genre Bibliographic coupling computer Pairwise similarity
Zdroj:	Data Warehousing and Knowledge Discovery ISBN: 9783642235436 DaWaK
DOI:	10.1007/978-3-642-23544-3_24
Popis:	We focus on extensions to the pairwise similarity calculation of information networks. By considering both in- and out-link relationships, we propose Additive- and Multiplicative-SimRank to calculate the similarity score. Then we discuss the loop/cycles problem of information networks and propose a method to address this problem. Our extensive experimental results conducted on eight food web data sets show that our approach performs significantly better than earlier approaches.
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=doi_________::d6ad8e12119587367be72e7b56db93cc https://doi.org/10.1007/978-3-642-23544-3_24 Zobrazit plný text záznamu