{"title":"大数据与仿真的光明未来——以智能体建模为例","authors":"E. Bonabeau","doi":"10.1109/WSC.2013.6721399","DOIUrl":null,"url":null,"abstract":"Big Data may be an ugly word describing a diverse reality, but it also points to a bright future for simulation in general, and Agent-Based Modeling (ABM) in particular. As companies are struggling to make sense of the staggering amounts of data they have been amassing, data-driven simulation will be the backbone of how value is discovered and captured from data. Drawing from successful applications of ABM, I will make it explicit that what used to be an afterthought of simulation modeling (calibration) is now the cornerstone of the Big Data edifice.","PeriodicalId":287132,"journal":{"name":"Online World Conference on Soft Computing in Industrial Applications","volume":"4 2","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2013-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"5","resultStr":"{\"title\":\"Big Data and the bright future of simulation - The case of agent-based modeling\",\"authors\":\"E. Bonabeau\",\"doi\":\"10.1109/WSC.2013.6721399\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Big Data may be an ugly word describing a diverse reality, but it also points to a bright future for simulation in general, and Agent-Based Modeling (ABM) in particular. As companies are struggling to make sense of the staggering amounts of data they have been amassing, data-driven simulation will be the backbone of how value is discovered and captured from data. Drawing from successful applications of ABM, I will make it explicit that what used to be an afterthought of simulation modeling (calibration) is now the cornerstone of the Big Data edifice.\",\"PeriodicalId\":287132,\"journal\":{\"name\":\"Online World Conference on Soft Computing in Industrial Applications\",\"volume\":\"4 2\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2013-12-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"5\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Online World Conference on Soft Computing in Industrial Applications\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/WSC.2013.6721399\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Online World Conference on Soft Computing in Industrial Applications","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/WSC.2013.6721399","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Big Data and the bright future of simulation - The case of agent-based modeling
Big Data may be an ugly word describing a diverse reality, but it also points to a bright future for simulation in general, and Agent-Based Modeling (ABM) in particular. As companies are struggling to make sense of the staggering amounts of data they have been amassing, data-driven simulation will be the backbone of how value is discovered and captured from data. Drawing from successful applications of ABM, I will make it explicit that what used to be an afterthought of simulation modeling (calibration) is now the cornerstone of the Big Data edifice.
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