Proceedings of the Sixth (2019) ACM Conference on Learning @ Scale最新文献

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Web of Slides: Automatic Linking of Lecture Slides to Facilitate Navigation 幻灯片网:讲座幻灯片的自动链接,以方便导航
Proceedings of the Sixth (2019) ACM Conference on Learning @ Scale Pub Date : 2019-06-24 DOI: 10.1145/3330430.3333668
Sahiti Labhishetty, Bhavya, Kevin Pei, Assma Boughoula, Chengxiang Zhai
{"title":"Web of Slides: Automatic Linking of Lecture Slides to Facilitate Navigation","authors":"Sahiti Labhishetty, Bhavya, Kevin Pei, Assma Boughoula, Chengxiang Zhai","doi":"10.1145/3330430.3333668","DOIUrl":"https://doi.org/10.1145/3330430.3333668","url":null,"abstract":"Lecture slides covering many topics are becoming increasingly available online, but they are scattered, making it a challenge for anyone to instantly access all slides relevant to a learning context. To address this challenge, we propose to create links between those scattered slides to form a Web of Slides (WOS). Using the sequential nature of slides, we present preliminary results of studying how to automatically create a basic link based on similarity of slides as an initial step toward the vision of WOS. We also explore interesting future research directions using different link types and the unique features of slides.","PeriodicalId":20693,"journal":{"name":"Proceedings of the Sixth (2019) ACM Conference on Learning @ Scale","volume":"9 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2019-06-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"79890288","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: 3
Scaffolding during Science Inquiry 科学探究中的脚手架
Proceedings of the Sixth (2019) ACM Conference on Learning @ Scale Pub Date : 2019-06-24 DOI: 10.1145/3330430.3333628
Haiying Li, J. Gobert, Rachel Dickler
{"title":"Scaffolding during Science Inquiry","authors":"Haiying Li, J. Gobert, Rachel Dickler","doi":"10.1145/3330430.3333628","DOIUrl":"https://doi.org/10.1145/3330430.3333628","url":null,"abstract":"Prior studies on scaffolding for investigative inquiry practices (i.e. forming a question/hypothesis, collecting data, and analyzing and interpreting data [21]) revealed that students who received scaffolding were better able to both learn practices and transfer these competencies to new topics than were students who did not receive scaffolding. Prior studies have also shown that after removing scaffolding, students continued to demonstrate improved inquiry performance on a variety of practices across new driving questions over time. However, studies have not examined the relationship between the amount of scaffolding received and transfer of inquiry performance; this is the focus of the present study. 107 middle school students completed four virtual lab activities (i.e. driving questions) in Inq-ITS. Students received scaffolding when needed from an animated pedagogical computer agent for the first three driving questions for the Animal Cell virtual lab. Then they completed the fourth driving question without access to scaffolding in a different topic, Plant Cell. Results showed that students' performances increased even with fewer scaffolds for the inquiry practices of hypothesizing, collecting data, interpreting data, and warranting claims; furthermore, these results were robust as evidenced by the finding that students required less scaffolding as they completed subsequent inquiry activities. These data provide evidence of near and far transfer as a result of adaptive scaffolding of science inquiry practices.","PeriodicalId":20693,"journal":{"name":"Proceedings of the Sixth (2019) ACM Conference on Learning @ Scale","volume":"23 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2019-06-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87544152","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
Teaching C Programming Interactively at Scale Using Taskgrader: an Open-source Autograder Tool 使用Taskgrader交互式地大规模教授C编程:一个开源的自动评分工具
Proceedings of the Sixth (2019) ACM Conference on Learning @ Scale Pub Date : 2019-06-24 DOI: 10.1145/3330430.3333670
R. Sharrock, Petra Bonfert-Taylor, Mathias Hiron, Michel Blockelet, Chris Miller, Michael Goudzwaard, Ella Hamonic
{"title":"Teaching C Programming Interactively at Scale Using Taskgrader: an Open-source Autograder Tool","authors":"R. Sharrock, Petra Bonfert-Taylor, Mathias Hiron, Michel Blockelet, Chris Miller, Michael Goudzwaard, Ella Hamonic","doi":"10.1145/3330430.3333670","DOIUrl":"https://doi.org/10.1145/3330430.3333670","url":null,"abstract":"This demo paper introduces a tool and a method to provide a barriers-free, rich, interactive learning experience for students of all levels of preparation in programming courses. Taskgrader is an open-source autograding tool providing instant feedback in large-scale online programming classes. This in-browser tool offers extensive feedback to student code submissions right within any LMS and pass data back to the gradebook.","PeriodicalId":20693,"journal":{"name":"Proceedings of the Sixth (2019) ACM Conference on Learning @ Scale","volume":"82 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2019-06-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"83744224","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
Instructors Desire Student Activity, Literacy, and Video Quality Analytics to Improve Video-based Blended Courses 教师渴望学生的活动、读写能力和视频质量分析来改进基于视频的混合课程
Proceedings of the Sixth (2019) ACM Conference on Learning @ Scale Pub Date : 2019-06-24 DOI: 10.1145/3330430.3333618
Matthew Fong, Samuel Dodson, N. M. Harandi, Kyoungwon Seo, Dongwook Yoon, Ido Roll, S. Fels
{"title":"Instructors Desire Student Activity, Literacy, and Video Quality Analytics to Improve Video-based Blended Courses","authors":"Matthew Fong, Samuel Dodson, N. M. Harandi, Kyoungwon Seo, Dongwook Yoon, Ido Roll, S. Fels","doi":"10.1145/3330430.3333618","DOIUrl":"https://doi.org/10.1145/3330430.3333618","url":null,"abstract":"While video becomes increasingly prevalent in educational settings, current research has yet to investigate what feedback instructors need regarding their students' engagement and learning despite video technologies being equipped to provide viewing analytics and collect student feedback. In this paper we investigate instructors' requirements from video analytics. We used a Grounded Theory Approach and interviewed 16 instructors who teach using video to determine the advantages for using video in their teaching and the different requirements for analytics and feedback in their existing practice. Based on our analysis of the interviews, we found three categories of information that instructors want to inform their teaching. Instructors are looking to see if their students have watched their videos, how much they understood in those videos, and how useful the videos are to the students. These categories provide the foundations and design implications for instructor-centric educational video analytics interfaces.","PeriodicalId":20693,"journal":{"name":"Proceedings of the Sixth (2019) ACM Conference on Learning @ Scale","volume":"42 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2019-06-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"75317821","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: 6
Causal Inference in Higher Education: Building Better Curriculums 高等教育中的因果推理:构建更好的课程
Proceedings of the Sixth (2019) ACM Conference on Learning @ Scale Pub Date : 2019-06-11 DOI: 10.1145/3330430.3333663
Prableen Kaur, Agoritsa Polyzou, G. Karypis
{"title":"Causal Inference in Higher Education: Building Better Curriculums","authors":"Prableen Kaur, Agoritsa Polyzou, G. Karypis","doi":"10.1145/3330430.3333663","DOIUrl":"https://doi.org/10.1145/3330430.3333663","url":null,"abstract":"Higher educational institutions constantly look for ways to meet students' needs and support them through graduation. However, even though institutions provide degree program curriculums and prerequisite courses to guide students, these often fail to capture some of the underlying skills and knowledge imparted by courses that may be necessary for a student. In our approach, we use methods of Causal Inference to study the relationships between courses using historical student performance data. Specifically, two methods were employed to obtain the Average Treatment Effect (ATE): matching methods and regression. The results from this study so far, show that we can make causal inferences from our data and that the methodology may be used to identify courses with a strong causal relationship - which can then be used to modify course curriculums and degree programs.","PeriodicalId":20693,"journal":{"name":"Proceedings of the Sixth (2019) ACM Conference on Learning @ Scale","volume":"50 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2019-06-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85527862","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: 3
Multiplatform MOOC Analytics: Comparing Global and Regional Patterns in edX and Edraak 多平台MOOC分析:比较edX和Edraak的全球和地区模式
Proceedings of the Sixth (2019) ACM Conference on Learning @ Scale Pub Date : 2019-03-15 DOI: 10.1145/3330430.3333616
José A. Ruipérez Valiente, Sherif A. Halawa, J. Reich
{"title":"Multiplatform MOOC Analytics: Comparing Global and Regional Patterns in edX and Edraak","authors":"José A. Ruipérez Valiente, Sherif A. Halawa, J. Reich","doi":"10.1145/3330430.3333616","DOIUrl":"https://doi.org/10.1145/3330430.3333616","url":null,"abstract":"While global massive open online course (MOOC) providers such as edX, Coursera, and FutureLearn have garnered the bulk of attention from researchers and the popular press, MOOCs are also provisioned by a series of regional providers, who are often using the Open edX platform. We leverage the data infrastructure shared by the main edX instance and one regional Open edX provider, Edraak in Jordan, to compare the experience of learners from Arab countries on both platforms. Comparing learners from Arab countries on edX to those on Edraak, the Edraak population has a more even gender balance, more learners with lower education levels, greater participation from more developing countries, higher levels of persistence and completion, and a larger total population of learners. This \"apples to apples\" comparison of MOOC learners is facilitated by an approach to multiplatform MOOC analytics, which employs parallel research processes to create joint aggregate datasets without sharing identifiable data across institutions. Our findings suggest that greater research attention should be paid towards regional MOOC providers, and regional providers may have an important role to play in expanding access to higher education.","PeriodicalId":20693,"journal":{"name":"Proceedings of the Sixth (2019) ACM Conference on Learning @ Scale","volume":"189 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2019-03-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"79691346","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: 8
Proceedings of the Sixth (2019) ACM Conference on Learning @ Scale 第六届(2019)ACM Scale学习会议论文集
Proceedings of the Sixth (2019) ACM Conference on Learning @ Scale Pub Date : 2019-01-01 DOI: 10.1145/3330430
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引用次数: 0
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