{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2022,4,2]],"date-time":"2022-04-02T20:28:34Z","timestamp":1648931314200},"reference-count":23,"publisher":"Oxford University Press (OUP)","issue":"2","license":[{"start":{"date-parts":[[2020,9,16]],"date-time":"2020-09-16T00:00:00Z","timestamp":1600214400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/academic.oup.com\/journals\/pages\/open_access\/funder_policies\/chorus\/standard_publication_model"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2021,3,25]]},"abstract":"<jats:title>Abstract<\/jats:title>\n               <jats:p>The aim of the paper is to identify and categorize frequent patterns describing interactions between users in social networks. We analyze a social network with relationships between users that evolve in time already identified. In our research, we discover patterns based on frequent interactions between groups of users. The patterns are described by the characteristics of these interactions, such as their reciprocity, or the relative difference between estimations of global influences of the users participating in the discussions. The modification of the apriori algorithms is applied as one of the methods for pattern identification. The analyzed social network is built using the data set containing data from the Polish blog website salon24, which concerns mostly socio-political issues.<\/jats:p>","DOI":"10.1093\/jigpal\/jzaa042","type":"journal-article","created":{"date-parts":[[2020,9,15]],"date-time":"2020-09-15T19:17:12Z","timestamp":1600197432000},"page":"138-150","source":"Crossref","is-referenced-by-count":0,"title":["Patterns of frequent user interactions in blogosphere"],"prefix":"10.1093","volume":"29","author":[{"given":"Krzysztof","family":"Rudek","sequence":"first","affiliation":[{"name":"Faculty of Computer Science, Electronics and Telecommunications, AGH University of Science and Technology, Krak\u00f3w, Poland"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jaros\u0142aw","family":"Ko\u017alak","sequence":"additional","affiliation":[{"name":"Faculty of Computer Science, Electronics and Telecommunications, AGH University of Science and Technology, Krak\u00f3w, Poland"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"286","published-online":{"date-parts":[[2020,9,16]]},"reference":[{"key":"2021032210353363300_ref1"},{"key":"2021032210353363300_ref2","article-title":"Fast algorithms for mining association rules","volume-title":"Proceedings of the 20th International Conference on Very Large Data Bases","author":"Agrawal","year":"1994"},{"key":"2021032210353363300_ref3","doi-asserted-by":"crossref","DOI":"10.1093\/comnet\/cnt006","article-title":"Cascading behaviour in complex socio-technical networks","volume":"1","author":"Borge-Holthoefer","year":"2013","journal-title":"Journal of Complex Networks"},{"key":"2021032210353363300_ref4","doi-asserted-by":"crossref","DOI":"10.1145\/2213836.2213906","article-title":"Managing and mining large graphs: patterns and algorithms","volume-title":"Proceedings of the ACM SIGMOD International Conference on Management of Data","author":"Faloutsos","year":"2012"},{"key":"2021032210353363300_ref5","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-642-35386-4_35","article-title":"Models of social groups in blogosphere based on information about comment addressees and sentiments","author":"Gliwa","year":"2012"},{"key":"2021032210353363300_ref6","doi-asserted-by":"crossref","DOI":"10.1145\/2187980.2188173","article-title":"Information cascades in social media in response to a crisis: a preliminary model and a case study","volume-title":"Proceedings of the 21st International Conference on World Wide Web (WWW \u201812 Companion)","author":"Hui"},{"key":"2021032210353363300_ref7","article-title":"Exploring the structure and function of temporal networks with dynamic graphlets","author":"Hulovatyy","year":"2014","journal-title":"Bioinformatics (Oxford, England)"},{"key":"2021032210353363300_ref8","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-642-20291-9_33","article-title":"Dynamic network motifs: Evolutionary patterns of substructures in complex net-works","volume-title":"Web Technologies and Applications","author":"Kabutoya","year":"2011"},{"key":"2021032210353363300_ref9","doi-asserted-by":"crossref","DOI":"10.1137\/1.9781611972771.60","article-title":"Patterns of cascading behavior in large blog graphs","volume-title":"Proceedings of the 2007 SIAM International Conference on Data Mining","author":"Leskovec"},{"key":"2021032210353363300_ref10","doi-asserted-by":"crossref","first-page":"529","DOI":"10.1016\/j.physa.2003.06.002","article-title":"Detection of topological patterns in complex networks: correlation profile of the internet","volume":"333","author":"Maslov","year":"2004","journal-title":"Physica A: Statistical Mechanics and its Applications"},{"key":"2021032210353363300_ref11","doi-asserted-by":"crossref","DOI":"10.1126\/science.298.5594.824","article-title":"Network motifs: simple building blocks of complex networks","volume":"298","author":"Milo","year":"2002","journal-title":"Science"},{"key":"2021032210353363300_ref12","doi-asserted-by":"crossref","first-page":"3508","DOI":"10.1093\/bioinformatics\/bth436","article-title":"Modeling interactome: scale-free or geometric?","volume":"20","author":"Przulj","year":"2005","journal-title":"Bioinformatics"},{"key":"2021032210353363300_ref13","first-page":"2017","article-title":"The influence of relationships strength on their duration in blogosphere","volume-title":"2017 International Conference on Behavioral, Economic, Socio-cultural Computing, BESC 2017","author":"Rudek"},{"key":"2021032210353363300_ref14","first-page":"108","volume-title":"HAIS","author":"Rudek","year":"2018"},{"key":"2021032210353363300_ref15","first-page":"9977","article-title":"Fundamental structures of dynamic social networks","volume-title":"Proceedings of the National Academy of Sciences","author":"Sekara"},{"key":"2021032210353363300_ref16","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1109\/COMSNETS.2012.6151301","article-title":"How to detect causality effects on large dynamical communication networks: a case study","volume-title":"2012 Fourth International Conference on Communication Systems and Networks (COMSNETS 2012)","author":"Tabourier","year":"2012"},{"key":"2021032210353363300_ref17","doi-asserted-by":"crossref","first-page":"134","DOI":"10.1007\/978-3-642-33478-8_18","article-title":"A significance-driven framework for characterizing and finding evolving patterns of news networks","volume-title":"Artificial Intelligence and Computational Intelligence","author":"Yan","year":"2012"},{"key":"2021032210353363300_ref18","doi-asserted-by":"crossref","DOI":"10.1145\/3018661.3018731","article-title":"Motifs in temporal networks","volume-title":"Proceedings of the International Conference on Web Search and Data Mining (WSDM)","author":"Paranjape","year":"2017"},{"key":"2021032210353363300_ref19","author":"Agasse-Duval","year":"2018"},{"key":"2021032210353363300_ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.physrep.2012.03.001","article-title":"Temporal networks","volume":"519","author":"Holme","year":"2012","journal-title":"Physics Reports"},{"key":"2021032210353363300_ref21","doi-asserted-by":"crossref","DOI":"10.2202\/1544-6115.1294","article-title":"Inferring dynamic Bayesian network with low order independencies","volume":"8","author":"L\u00e8bre","year":"2009","journal-title":"Statistical Applications in Genetics and Molecular Biology"},{"key":"2021032210353363300_ref22","doi-asserted-by":"crossref","first-page":"16128","DOI":"10.1103\/PhysRevE.66.016128","article-title":"Spread of epidemic disease on networks","volume":"66","author":"Newman","year":"2002","journal-title":"Physical Review E"},{"key":"2021032210353363300_ref23","doi-asserted-by":"crossref","first-page":"036113","DOI":"10.1103\/PhysRevE.76.036113","article-title":"Second look at the spread of epidemics on networks","volume":"76","author":"Kenah","year":"2007","journal-title":"Physical Review E"}],"container-title":["Logic Journal of the IGPL"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/academic.oup.com\/jigpal\/article-pdf\/29\/2\/138\/36646472\/jzaa042.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"syndication"},{"URL":"http:\/\/academic.oup.com\/jigpal\/article-pdf\/29\/2\/138\/36646472\/jzaa042.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,3,22]],"date-time":"2021-03-22T10:36:01Z","timestamp":1616409361000},"score":1,"resource":{"primary":{"URL":"https:\/\/academic.oup.com\/jigpal\/article\/29\/2\/138\/5905947"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,9,16]]},"references-count":23,"journal-issue":{"issue":"2","published-online":{"date-parts":[[2020,9,16]]},"published-print":{"date-parts":[[2021,3,25]]}},"URL":"https:\/\/doi.org\/10.1093\/jigpal\/jzaa042","relation":{},"ISSN":["1367-0751","1368-9894"],"issn-type":[{"value":"1367-0751","type":"print"},{"value":"1368-9894","type":"electronic"}],"subject":[],"published-other":{"date-parts":[[2021,4]]},"published":{"date-parts":[[2020,9,16]]}}}