{"title":"The self-organizing evolutionary model of micro-blogging big data ecological system and empirical research","authors":"Jing Ma, Tong Xue, Chuanmin Mi, Chi Li","doi":"10.1109/GSIS.2015.7301910","DOIUrl":null,"url":null,"abstract":"In this paper, we analyzed and expressed the micro-blogging from three elements: information, information subject and information environment based on the concepts and theories related to ecology and information ecology. Then we analyzed the dynamic evolutionary process, the driving force and the status of the micro-blogging Big Data ecological system based on self-organization theory. On this basis, we constructed the self-organization evolutionary model of micro-blogging Big Data ecological system. Then we take “the Malaysian flight MH370 vanished” as example to verify the self-organization evolutionary model of micro-blogging topic, and studies have shown that the model is basically in line with the evolution rules of actual micro-blogging topics. Finally, we put forward some suggestions according to the aspects of self-organizing guidance that making micro-blogging Big Data ecological system from disorder to order, in order to provide references for micro-blogging management.","PeriodicalId":246110,"journal":{"name":"2015 IEEE International Conference on Grey Systems and Intelligent Services (GSIS)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2015-10-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2015 IEEE International Conference on Grey Systems and Intelligent Services (GSIS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/GSIS.2015.7301910","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
In this paper, we analyzed and expressed the micro-blogging from three elements: information, information subject and information environment based on the concepts and theories related to ecology and information ecology. Then we analyzed the dynamic evolutionary process, the driving force and the status of the micro-blogging Big Data ecological system based on self-organization theory. On this basis, we constructed the self-organization evolutionary model of micro-blogging Big Data ecological system. Then we take “the Malaysian flight MH370 vanished” as example to verify the self-organization evolutionary model of micro-blogging topic, and studies have shown that the model is basically in line with the evolution rules of actual micro-blogging topics. Finally, we put forward some suggestions according to the aspects of self-organizing guidance that making micro-blogging Big Data ecological system from disorder to order, in order to provide references for micro-blogging management.