{"title":"Co-constructing knowledge with generative AI tools: Reflections from a CSCL perspective","authors":"Ulrike Cress, Joachim Kimmerle","doi":"10.1007/s11412-023-09409-w","DOIUrl":"https://doi.org/10.1007/s11412-023-09409-w","url":null,"abstract":"Abstract Generative Artificial Intelligence (AI) tools, such as ChatGPT, have received great attention from researchers, the media, and the public. They are gladly and frequently used for text production by many people. These tools have undeniable strengths but also weaknesses that must be addressed. In this squib we ask to what extent these tools can be employed by users for individual learning as well as for knowledge construction to spark a collective endeavor of developing new insights. We take a social, collective notion of knowledge as a basis and argue that users need to establish a dialog that goes beyond knowledge telling (simply writing what one knows) and stimulates knowledge transformation (converting knowledge into complex relational argumentation structures). Generative AI tools do not have any conceptual knowledge or conscious understanding, as they only use word transitions and rely on probabilities of word classes. We suggest, however, that argumentative dialogs among humans and AI tools can be achieved with appropriate prompts, where emergent processes of joint knowledge construction can take place. Based on this assumption, we inquire into the human and into the AI parts of communication and text production. For our line of argument, we borrow from research on individual and collaborative writing, group cognition, and the co-evolution of cognitive and social systems. We outline future CSCL research paths that might take the human-AI co-construction of knowledge into account in terms of terminology, theory, and methodology.","PeriodicalId":47189,"journal":{"name":"International Journal of Computer-Supported Collaborative Learning","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-10-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135616846","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"教育学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Sebastian Simon, Iza Marfisi-Schottman, Sébastien George
{"title":"Towards Linking Tool Functionalities to Processes of Collaborative Learning","authors":"Sebastian Simon, Iza Marfisi-Schottman, Sébastien George","doi":"10.22318/cscl2023.112400","DOIUrl":"https://doi.org/10.22318/cscl2023.112400","url":null,"abstract":"","PeriodicalId":47189,"journal":{"name":"International Journal of Computer-Supported Collaborative Learning","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-10-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135788647","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"教育学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Constanze Richters, Matthias Stadler, Laura Brandl, Ralf Schmidmaier, Martin R. Fischer, Frank Fischer
{"title":"Reflection on Collaborative Action: Fostering Collaborative Diagnostic Reasoning in an Agent-Based Medical Simulation","authors":"Constanze Richters, Matthias Stadler, Laura Brandl, Ralf Schmidmaier, Martin R. Fischer, Frank Fischer","doi":"10.22318/cscl2023.596913","DOIUrl":"https://doi.org/10.22318/cscl2023.596913","url":null,"abstract":"","PeriodicalId":47189,"journal":{"name":"International Journal of Computer-Supported Collaborative Learning","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-10-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135788902","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"教育学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Norma Reichelt, Christoph Richter, Lars-Arne Raffel, Christine Bussian, Heidrun Allert
{"title":"Student Crowd Research Environment: A Design-Based Approach to Large-Scale Collaboration","authors":"Norma Reichelt, Christoph Richter, Lars-Arne Raffel, Christine Bussian, Heidrun Allert","doi":"10.22318/cscl2023.108008","DOIUrl":"https://doi.org/10.22318/cscl2023.108008","url":null,"abstract":"","PeriodicalId":47189,"journal":{"name":"International Journal of Computer-Supported Collaborative Learning","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-10-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135788904","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"教育学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Yawen Yu, Carol K. K. Chan, Chew Lee Teo, Gaowei Chen
{"title":"Examining and Scaffolding Collective Idea Improvement in Knowledge Building Using Analytics and Meta-Discourse","authors":"Yawen Yu, Carol K. K. Chan, Chew Lee Teo, Gaowei Chen","doi":"10.22318/cscl2023.276803","DOIUrl":"https://doi.org/10.22318/cscl2023.276803","url":null,"abstract":"","PeriodicalId":47189,"journal":{"name":"International Journal of Computer-Supported Collaborative Learning","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-10-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135788923","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"教育学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Emotion Expressions as Negotiations of Critical Technology Tool Use in Small Group Collaborative Design","authors":"Yu Xia, Shulong Yan, Marcela Borge","doi":"10.22318/cscl2023.513971","DOIUrl":"https://doi.org/10.22318/cscl2023.513971","url":null,"abstract":"","PeriodicalId":47189,"journal":{"name":"International Journal of Computer-Supported Collaborative Learning","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-10-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135789308","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"教育学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Katherine S. Moore, Helen Zhang, Pawan Gupta, Zoe Kuhlken, Haolin Li, Irene Lee
{"title":"Online vs In-Person Professional Learning Communities: A Qualitative Comparison of Teacher Learning Experiences","authors":"Katherine S. Moore, Helen Zhang, Pawan Gupta, Zoe Kuhlken, Haolin Li, Irene Lee","doi":"10.22318/cscl2023.111030","DOIUrl":"https://doi.org/10.22318/cscl2023.111030","url":null,"abstract":"","PeriodicalId":47189,"journal":{"name":"International Journal of Computer-Supported Collaborative Learning","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-10-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135789326","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"教育学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Priya Sharma, Jose Sandoval, Daniel Foster, Melanie Miller Foster
{"title":"How do Key Network Actors Shape Discourse in Twitter Hashtag Streams? A Two-Year Comparative Analysis of an Agricultural Educators' Conference","authors":"Priya Sharma, Jose Sandoval, Daniel Foster, Melanie Miller Foster","doi":"10.22318/cscl2023.961446","DOIUrl":"https://doi.org/10.22318/cscl2023.961446","url":null,"abstract":"","PeriodicalId":47189,"journal":{"name":"International Journal of Computer-Supported Collaborative Learning","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-10-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135788906","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"教育学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Brittany Hinyard, AJ Mannarino, Shad Wachter, Eric Hamilton
{"title":"Teacher-Immersion in Research and Evaluation of Computer Supported Collaborative Learning","authors":"Brittany Hinyard, AJ Mannarino, Shad Wachter, Eric Hamilton","doi":"10.22318/cscl2023.112291","DOIUrl":"https://doi.org/10.22318/cscl2023.112291","url":null,"abstract":": This paper outlines an effort funded by the US National Science Foundation to produce iterations of research, design, and implementation in the area of project-based virtual collaboration by adolescents who live in different countries. The agency’s funding strand, “Research in Service of Practice,” emphasizes priority on making progress on the often -elusive connections between research and educational practice. The heavy involvement of teachers in the reported project tracks closely with this priority. The paper summarizes key aspects of the project as prelude to delving into four layers of roles that school teachers have held in it: practitioner, research advisor, research designer, and formal evaluator. It highlights important socio-affective experiences that participating students in the US and peers internationally reported along with recommendations for a new scale-up version of the project that is recently underway.","PeriodicalId":47189,"journal":{"name":"International Journal of Computer-Supported Collaborative Learning","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-10-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135789301","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"教育学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Amadeus J. Pickal, Katharina Engelmann, Clark A. Chinn, Raimund Girwidz, Birgit J. Neuhaus, Christof Wecker
{"title":"Fostering the Collaborative Diagnosis of Cross-Domain Skills in Video-Based Simulations","authors":"Amadeus J. Pickal, Katharina Engelmann, Clark A. Chinn, Raimund Girwidz, Birgit J. Neuhaus, Christof Wecker","doi":"10.22318/cscl2023.638463","DOIUrl":"https://doi.org/10.22318/cscl2023.638463","url":null,"abstract":"","PeriodicalId":47189,"journal":{"name":"International Journal of Computer-Supported Collaborative Learning","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-10-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135789320","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"教育学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}