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2022 IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC)最新文献

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Improving Real-Time Collaborative Data Science Through Context-Aware Mechanisms 通过上下文感知机制改进实时协作数据科学
2022 IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC) Pub Date : 2022-09-12 DOI: 10.1109/vl/hcc53370.2022.9833140
A. Wang
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引用次数: 1
Human-centric ML and Visualization 以人为中心的机器学习和可视化
2022 IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC) Pub Date : 2022-09-12 DOI: 10.1109/vl/hcc53370.2022.9833147
{"title":"Human-centric ML and Visualization","authors":"","doi":"10.1109/vl/hcc53370.2022.9833147","DOIUrl":"https://doi.org/10.1109/vl/hcc53370.2022.9833147","url":null,"abstract":"","PeriodicalId":351709,"journal":{"name":"2022 IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC)","volume":"101 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-09-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116017232","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}
引用次数: 0
Predicting Data Scientist Stuckness During the Development of Machine Learning Classifiers 在机器学习分类器开发过程中预测数据科学家停滞
2022 IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC) Pub Date : 2022-09-12 DOI: 10.1109/vl/hcc53370.2022.9833124
Moshe Mash, Shoshana Oryol, R. Simmons, Stephanie Rosenthal
{"title":"Predicting Data Scientist Stuckness During the Development of Machine Learning Classifiers","authors":"Moshe Mash, Shoshana Oryol, R. Simmons, Stephanie Rosenthal","doi":"10.1109/vl/hcc53370.2022.9833124","DOIUrl":"https://doi.org/10.1109/vl/hcc53370.2022.9833124","url":null,"abstract":"","PeriodicalId":351709,"journal":{"name":"2022 IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC)","volume":"32 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-09-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122217238","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}
引用次数: 0
ReBOC: Recommending Bespoke Open Source Software Projects to Contributors ReBOC:向贡献者推荐定制的开源软件项目
2022 IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC) Pub Date : 2022-09-12 DOI: 10.1109/vl/hcc53370.2022.9833113
Denae Ford, Nischal Shrestha, Thomas Zimmermann
{"title":"ReBOC: Recommending Bespoke Open Source Software Projects to Contributors","authors":"Denae Ford, Nischal Shrestha, Thomas Zimmermann","doi":"10.1109/vl/hcc53370.2022.9833113","DOIUrl":"https://doi.org/10.1109/vl/hcc53370.2022.9833113","url":null,"abstract":"","PeriodicalId":351709,"journal":{"name":"2022 IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC)","volume":"42 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-09-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131713111","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}
引用次数: 0
Exploring Organization of Computational Notebook Cells in 2D Space 二维空间中计算笔记本细胞的组织探索
2022 IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC) Pub Date : 2022-09-12 DOI: 10.1109/vl/hcc53370.2022.9833128
Jesse Harden, Elizabeth Christman, Nurit Kirshenbaum, John E. Wenskovitch, J. Leigh, Chris North
{"title":"Exploring Organization of Computational Notebook Cells in 2D Space","authors":"Jesse Harden, Elizabeth Christman, Nurit Kirshenbaum, John E. Wenskovitch, J. Leigh, Chris North","doi":"10.1109/vl/hcc53370.2022.9833128","DOIUrl":"https://doi.org/10.1109/vl/hcc53370.2022.9833128","url":null,"abstract":"Representing branching and comparative analyses in computational notebooks is complicated by the 1-dimensional (1D), top-down list arrangement of cells. Given the ubiquity of these and other non-linear features, their importance to analysis and narrative, and the struggles current 1D computational notebooks have, enabling organization of computational notebook cells in 2 dimensions (2D) may prove valuable. We investigated whether and how users would organize cells in such a “2D Computational Notebook” through a user study and gathered feedback from participants through a follow-up survey and optional interviews. Through the user study, we found 3 main design patterns for arranging notebook cells in 2D: Linear, MultiColumn, and Workboard. Through the survey and interviews, we found that users see potential value in 2D Computational Notebooks for branching and comparative analyses, but the expansion from 1D to 2D may necessitate additional navigational and organizational aids.","PeriodicalId":351709,"journal":{"name":"2022 IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC)","volume":"18 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-09-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128037227","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}
引用次数: 2
ParamMacros: Creating UI Automation Leveraging End-User Natural Language Parameterization 参数化:利用最终用户自然语言参数化创建UI自动化
2022 IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC) Pub Date : 2022-09-12 DOI: 10.1109/vl/hcc53370.2022.9833005
Rebecca Krosnick, Steve Oney
{"title":"ParamMacros: Creating UI Automation Leveraging End-User Natural Language Parameterization","authors":"Rebecca Krosnick, Steve Oney","doi":"10.1109/vl/hcc53370.2022.9833005","DOIUrl":"https://doi.org/10.1109/vl/hcc53370.2022.9833005","url":null,"abstract":"—Prior work in programming-by-demonstration (PBD) has explored ways to enable end-users to create custom automation without needing to write code. We propose a new end-user specifcation model – asking the end-user to explicitly identify parts of their natural language query that can be generalized. We built a PBD system, ParamMacros, where users frst generalize a concrete natural language question – identifying parameters and their possible values – and then create a demonstration of how to answer the question on the website of interest. ParamMacros then infers a generalized program by using the user-provided parameter values to identify relevant patterns in the website’s structure. In a lab study we found that participants were able to meaningfully parameterize natural language queries and felt such a parameterization and demonstration process would be useful for creating custom automation.","PeriodicalId":351709,"journal":{"name":"2022 IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC)","volume":"35 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-09-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121188625","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}
引用次数: 4
Chaldene: Towards Visual Programming Image Processing in Jupyter Notebooks Chaldene:在Jupyter笔记本中实现视觉编程图像处理
2022 IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC) Pub Date : 2022-09-12 DOI: 10.1109/vl/hcc53370.2022.9832910
Fei Chen, P. Slusallek, Martin Muller, Tim Dahmen
{"title":"Chaldene: Towards Visual Programming Image Processing in Jupyter Notebooks","authors":"Fei Chen, P. Slusallek, Martin Muller, Tim Dahmen","doi":"10.1109/vl/hcc53370.2022.9832910","DOIUrl":"https://doi.org/10.1109/vl/hcc53370.2022.9832910","url":null,"abstract":"—Jupyter Notebook [1] is an open source, interactive computing platform widely used in the scientific computing and artificial intelligence community [2], [3], [4], [5]. The popularity of the platform is a consequence of the generated single notebook document combining source code, markdown, and visualizations (Fig.1). This makes the platform ideal for tasks such as data analysis and scientific image processing, where repeatability and transparency of analysis tasks are just as important as functionality and performance. However, the obligatory use of code is an obstacle to acceptance of the platform in scientific communities where programming is not generally taught in the curriculum. Consequently, many experimental communities rely on manual image processing using graphical user interfaces [6], [7], [8]. The obvious disadvantages are the lack of re-peatability, transparency, and precision in image processing and data analysis tasks. To solve these issues, we propose to extend Jupyter Notebook with visual programming cells. In each visual programming cell, users can create the program by assembling graphical nodes that represent computational instructions, and the textual program is automatically generated and executed by the environment. Cells will support version control aware serialization and deserialization. The core innovation of our proposed work lies in a change of workflow and the adaption of a jupyter-based workflow in experimental communities that have no culture of working with source code. The system can be adapted to multiple applications and domains by integrating new node types. We hereby present an early version of the system and provide one use case from microscopy image processing to demonstrate the integration of existing non-Python software.","PeriodicalId":351709,"journal":{"name":"2022 IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC)","volume":"113 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-09-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116687212","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}
引用次数: 1
Posters and Showpieces 海报及展览品
2022 IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC) Pub Date : 2022-09-12 DOI: 10.1109/vl/hcc53370.2022.9832961
{"title":"Posters and Showpieces","authors":"","doi":"10.1109/vl/hcc53370.2022.9832961","DOIUrl":"https://doi.org/10.1109/vl/hcc53370.2022.9832961","url":null,"abstract":"","PeriodicalId":351709,"journal":{"name":"2022 IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC)","volume":"32 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-09-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125900803","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}
引用次数: 0
RustViz: Interactively Visualizing Ownership and Borrowing RustViz:交互式可视化所有权和借用
2022 IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC) Pub Date : 2022-09-12 DOI: 10.1109/vl/hcc53370.2022.9833121
Marcelo Almeida, Grant Cole, Ke Du, Gongming Luo, Shulin Pan, Yu Pan, Kai Qiu, Vishnu Reddy, Haochen Zhang, Yingying Zhu, Cyrus Omar
{"title":"RustViz: Interactively Visualizing Ownership and Borrowing","authors":"Marcelo Almeida, Grant Cole, Ke Du, Gongming Luo, Shulin Pan, Yu Pan, Kai Qiu, Vishnu Reddy, Haochen Zhang, Yingying Zhu, Cyrus Omar","doi":"10.1109/vl/hcc53370.2022.9833121","DOIUrl":"https://doi.org/10.1109/vl/hcc53370.2022.9833121","url":null,"abstract":"—Rust is an industrial systems programming language unique in achieving memory safety without the need for a garbage collector. Instead, Rust relies on a unique and sometimes subtle resource ownership and borrowing system. This system can make learning Rust a challenge, even for experienced pro- grammers. Motivated by these challenges, we introduce RustViz, a tool that allows an instructor to generate custom interactive timelines depicting ownership and borrowing events alongside Rust code examples embedded within learning material. These visualizations makes visible the static events, and subsequent state changes, that a Rust programmer must otherwise track entirely mentally. We have used RustViz to build a week-long Rust unit in a large undergraduate programming languages course. We demonstrate that this learning material, and the RustViz visualizations in particular, were valuable to students and led to the development of an accurate mental model of the essentials of ownership and borrowing in Rust.","PeriodicalId":351709,"journal":{"name":"2022 IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC)","volume":"88 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-09-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127999484","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}
引用次数: 0
VL/HCC 2022 Cover Page VL/HCC 2022封面
2022 IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC) Pub Date : 2022-09-12 DOI: 10.1109/vl/hcc53370.2022.9833111
{"title":"VL/HCC 2022 Cover Page","authors":"","doi":"10.1109/vl/hcc53370.2022.9833111","DOIUrl":"https://doi.org/10.1109/vl/hcc53370.2022.9833111","url":null,"abstract":"","PeriodicalId":351709,"journal":{"name":"2022 IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC)","volume":"7 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-09-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114961091","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}
引用次数: 0
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