{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2023,8,25]],"date-time":"2023-08-25T22:37:46Z","timestamp":1693003066244},"reference-count":0,"publisher":"Walter de Gruyter GmbH","issue":"1","license":[{"start":{"date-parts":[[2020,3,20]],"date-time":"2020-03-20T00:00:00Z","timestamp":1584662400000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2020,3,20]]},"abstract":"<jats:title>Abstract<\/jats:title><jats:p>Link prediction problem has received remarkable interest in recent past. In this paper, firefly swarm intelligence algorithm is used to perform link prediction exploiting the topological and node attribute features of social network. Fireflies will be made to traverse on nodes and edges of social networks and the brightness of fireflies will play a major role in their movement. Common neighbor method of link prediction is used to compute similarity score upon each iteration. Performance of the proposed algorithm were analyzed over standard data sets using validation method called ten-fold method. The accuracy of proposed work is measured in terms of Area Under the Curve Characteristics (AUC), Recall and Precision. Experimental results showed that the proposed work outperforms the methods proposed in the literature.<\/jats:p>","DOI":"10.1515\/comp-2020-0001","type":"journal-article","created":{"date-parts":[[2020,3,31]],"date-time":"2020-03-31T14:10:29Z","timestamp":1585663829000},"page":"33-41","source":"Crossref","is-referenced-by-count":4,"title":["Topological and Attribute Link Prediction using Firefly algorithm"],"prefix":"10.1515","volume":"10","author":[{"given":"Srilatha","family":"Pulipati","sequence":"first","affiliation":[{"name":"School of Computer Science and Engineering, Vellore Institute of Technology, Vellore, Tamil Nadu, India \u2013 632014; Email: sreelatha.pulipati@gmail.com; Department of Computer Science and Engineering, Anurag Group of Institutions, Hyderabad, Telangana, India \u2013 500088"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Manjula","family":"Ramakrishnan","sequence":"additional","affiliation":[{"name":"School of Computer Science and Engineering, Vellore Institute of Technology,Vellore, Tamil Nadu, India \u2013 632014"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"374","container-title":["Open Computer Science"],"original-title":[],"link":[{"URL":"https:\/\/www.degruyter.com\/view\/journals\/comp\/10\/1\/article-p33.xml","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/www.degruyter.com\/downloadpdf\/journals\/comp\/10\/1\/article-p33.xml","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,2,28]],"date-time":"2021-02-28T03:22:32Z","timestamp":1614482552000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.degruyter.com\/document\/doi\/10.1515\/comp-2020-0001\/html"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,3,20]]},"references-count":0,"journal-issue":{"issue":"1"},"URL":"https:\/\/doi.org\/10.1515\/comp-2020-0001","relation":{},"ISSN":["2299-1093"],"issn-type":[{"value":"2299-1093","type":"electronic"}],"subject":[],"published":{"date-parts":[[2020,3,20]]}}}