{"title":"Role of Trust in Evolution of Scientific Collaboration Networks","authors":"Avijit Gayen, Joydeep Chandra","doi":"10.1145/2639968.2640078","DOIUrl":"https://doi.org/10.1145/2639968.2640078","url":null,"abstract":"In this paper, we study the evolution of scientific collaboration networks based on the mutual trust among the authors (link trust), as well as the global trust of the authors (node trust). We have also proposed suitable analytical models that closely mimics the evolution of these networks based on these trust characteristics. The observations, based on a publication data set in the area of computer science, indicate that these trust parameters play significant, yet different roles in evolution of those networks.","PeriodicalId":206201,"journal":{"name":"IEEE International Conference on Social Computing","volume":"7 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115429447","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Enron Corporation: You're the Boss if People Get Mentioned to You","authors":"Apoorv Agarwal, Adinoyi Omuya, Jingwei Zhang, Owen Rambow","doi":"10.1145/2639968.2640083","DOIUrl":"https://doi.org/10.1145/2639968.2640083","url":null,"abstract":"In this extended abstract we use a new type of network, which we call the mention network, for the task of dominance prediction of employees of the Enron corporation given their emails. We show that the network formed using \"who mentions whom to whom\" links out-performs the traditionally used Enron email network. We present a comprehensive set of experiments to conclude that organizational dominance is best predicted by capturing the number of people mentioned to a person.","PeriodicalId":206201,"journal":{"name":"IEEE International Conference on Social Computing","volume":"148 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122412092","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}