{"title":"Record Linkage","authors":"Tokle Joshua, Bender Stefan","doi":"10.1201/9780429324383-3","DOIUrl":"https://doi.org/10.1201/9780429324383-3","url":null,"abstract":"","PeriodicalId":307474,"journal":{"name":"Big Data and Social Science","volume":"21 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-11-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116559304","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":"Privacy and Confidentiality","authors":"S. Bender, Ron S. Jarmin, F. Kreuter, J. Lane","doi":"10.1201/9780429324383-12","DOIUrl":"https://doi.org/10.1201/9780429324383-12","url":null,"abstract":"Big Data and Social Science: A Practical Guide to Methods and Tools shows how to apply data science to real-world problems in both research and the practice. The book provides practical guidance on combining methods and tools from computer science, statistics, and social science. This concrete approach is illustrated throughout using an important national problem, the quantitative study of innovation. \u0000 \u0000The text draws on the expertise of prominent leaders in statistics, the social sciences, data science, and computer science to teach students how to use modern social science research principles as well as the best analytical and computational tools. It uses a real-world challenge to introduce how these tools are used to identify and capture appropriate data, apply data science models and tools to that data, and recognize and respond to data errors and limitations.","PeriodicalId":307474,"journal":{"name":"Big Data and Social Science","volume":"6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-11-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124558512","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":"Databases","authors":"Ian Foster, Heus Pascal","doi":"10.1201/9780429324383-4","DOIUrl":"https://doi.org/10.1201/9780429324383-4","url":null,"abstract":"","PeriodicalId":307474,"journal":{"name":"Big Data and Social Science","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-11-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125411947","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":"Text Analysis","authors":"Evgeny A. Klochikhin, Jordan L. Boyd-Graber","doi":"10.1201/9780429324383-8","DOIUrl":"https://doi.org/10.1201/9780429324383-8","url":null,"abstract":"","PeriodicalId":307474,"journal":{"name":"Big Data and Social Science","volume":"18 4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-11-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124694863","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}
K. Brian, Kern Christoph, Scott Morgan Jonathan, H. Clayton, Kumar Avishek
{"title":"Workbooks","authors":"K. Brian, Kern Christoph, Scott Morgan Jonathan, H. Clayton, Kumar Avishek","doi":"10.1201/9780429324383-13","DOIUrl":"https://doi.org/10.1201/9780429324383-13","url":null,"abstract":"","PeriodicalId":307474,"journal":{"name":"Big Data and Social Science","volume":"25 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-11-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125299098","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":"Information Visualization","authors":"M. A. Yalçın, C. Plaisant","doi":"10.1201/9780429324383-6","DOIUrl":"https://doi.org/10.1201/9780429324383-6","url":null,"abstract":"","PeriodicalId":307474,"journal":{"name":"Big Data and Social Science","volume":"400 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-11-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122079967","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":"Machine Learning","authors":"R. Ghani, Malte Schierholz","doi":"10.1201/9780429324383-7","DOIUrl":"https://doi.org/10.1201/9780429324383-7","url":null,"abstract":"","PeriodicalId":307474,"journal":{"name":"Big Data and Social Science","volume":"04 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-11-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130072440","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":"Bias and Fairness","authors":"Kit T. Rodolfa, Pedro Saleiro, R. Ghani","doi":"10.1201/9780429324383-11","DOIUrl":"https://doi.org/10.1201/9780429324383-11","url":null,"abstract":"","PeriodicalId":307474,"journal":{"name":"Big Data and Social Science","volume":"164 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-11-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132230783","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}
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