{"title":"只是硬币的另一面吗?从错误分析到洞察分析","authors":"M. Smuc","doi":"10.1145/2669557.2669570","DOIUrl":null,"url":null,"abstract":"To shed more light on data explorers dealing with complex information visualizations in real world scenarios, new methodologies and models are needed which overcome existing explanatory gaps. Therefore, a novel model to analyze users' errors and insights is outlined that is derived from Rasmussen's model on different levels of cognitive processing, and integrates explorers' skills, schemes, and knowledge. After locating this model in the landscape of theories for visual analytics, the main building blocks of the model, where three cognitive processing levels are interlinked, are described in detail. Finally, its applicability, challenges in measurement and future research options are discussed.","PeriodicalId":179584,"journal":{"name":"Proceedings of the Fifth Workshop on Beyond Time and Errors: Novel Evaluation Methods for Visualization","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2014-11-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Just the other side of the coin?: from error- to insight-analysis\",\"authors\":\"M. Smuc\",\"doi\":\"10.1145/2669557.2669570\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"To shed more light on data explorers dealing with complex information visualizations in real world scenarios, new methodologies and models are needed which overcome existing explanatory gaps. Therefore, a novel model to analyze users' errors and insights is outlined that is derived from Rasmussen's model on different levels of cognitive processing, and integrates explorers' skills, schemes, and knowledge. After locating this model in the landscape of theories for visual analytics, the main building blocks of the model, where three cognitive processing levels are interlinked, are described in detail. Finally, its applicability, challenges in measurement and future research options are discussed.\",\"PeriodicalId\":179584,\"journal\":{\"name\":\"Proceedings of the Fifth Workshop on Beyond Time and Errors: Novel Evaluation Methods for Visualization\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2014-11-10\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings of the Fifth Workshop on Beyond Time and Errors: Novel Evaluation Methods for Visualization\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1145/2669557.2669570\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the Fifth Workshop on Beyond Time and Errors: Novel Evaluation Methods for Visualization","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/2669557.2669570","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Just the other side of the coin?: from error- to insight-analysis
To shed more light on data explorers dealing with complex information visualizations in real world scenarios, new methodologies and models are needed which overcome existing explanatory gaps. Therefore, a novel model to analyze users' errors and insights is outlined that is derived from Rasmussen's model on different levels of cognitive processing, and integrates explorers' skills, schemes, and knowledge. After locating this model in the landscape of theories for visual analytics, the main building blocks of the model, where three cognitive processing levels are interlinked, are described in detail. Finally, its applicability, challenges in measurement and future research options are discussed.
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