{"title":"Smart city: The state of the art, datasets, and evaluation platforms","authors":"Sriharsha Mallapuram, Nnatubemugo Ngwum, Fang Yuan, Chao Lu, Wei Yu","doi":"10.1109/ICIS.2017.7960034","DOIUrl":null,"url":null,"abstract":"While smart city concept holds great promise of boosting living standards through effective management and utilization of scarce resources in cities, the unavailability of real-world datasets and test environments to evaluate designed models and techniques have slowed research progress. In this paper, we review existing research endeavors and develop a tool for extracting real-time smart city related data. We also conduct some simulations and evaluations in smart energy, which will be an important application in smart cities.","PeriodicalId":301467,"journal":{"name":"2017 IEEE/ACIS 16th International Conference on Computer and Information Science (ICIS)","volume":"10 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2017-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"54","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2017 IEEE/ACIS 16th International Conference on Computer and Information Science (ICIS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICIS.2017.7960034","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 54
Abstract
While smart city concept holds great promise of boosting living standards through effective management and utilization of scarce resources in cities, the unavailability of real-world datasets and test environments to evaluate designed models and techniques have slowed research progress. In this paper, we review existing research endeavors and develop a tool for extracting real-time smart city related data. We also conduct some simulations and evaluations in smart energy, which will be an important application in smart cities.