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  1. No Access

    Chapter and Conference Paper

    Negative Reversion: Toward Intelligent Co-raters for Coding Qualitative Data in Quantitative Ethnography

    Artificial intelligence has been applied to simulate many human activities in Quantitative Ethnography(QE). This paper evaluates the creation of an intelligent co-rater for coding qualitative (text) data in QE...

    Zhiqiang Cai, Brendan Eagan in Advances in Quantitative Ethnography (2023)

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    Chapter and Conference Paper

    A Lightweight Interactive Regular Expression Generator for Qualitative Coding in Quantitative Ethnography

    Quantitative ethnography approaches are often used to analyze large scale qualitative data. Manually coding such data is expensive and time consuming, if not impractical or impossible. In contrast, machine lea...

    Zhiqiang Cai, Cody Marquart, Brendan Eagan in Advances in Quantitative Ethnography (2023)

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    Chapter and Conference Paper

    Develo** Nursing Students’ Practice Readiness with Shadow Health® Digital Clinical Experiences \(^{\textrm{TM}}\) : A Transmodal Analysis

    This study applied Transmodal Analysis (TMA), a newly developed quantitative ethnographic approach, to examine whether and how virtual patient simulations can aid in educating undergraduate nursing students wi...

    Yeyu Wang, Mamta Shah, Francisco A. Jimenez in Advances in Quantitative Ethnography (2023)

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    Chapter and Conference Paper

    Using Topic Modeling for Code Discovery in Large Scale Text Data

    When text datasets are very large, manually coding line by line becomes impractical. As a result, researchers sometimes try to use machine learning algorithms to automatically code text data. One of the most p...

    Zhiqiang Cai, Amanda Siebert-Evenstone in Advances in Quantitative Ethnography (2021)

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    Chapter and Conference Paper

    The Value of Epistemic Network Analysis in Single-Case Learning Analytics: A Case Study in Lifelong Learning

    Certain educational contexts like lifelong learning have been comparatively understudied, due to the uniqueness of such learning processes, which make it difficult to ascertain generalizable models or average ...

    Luis P. Prieto, María Jesús Rodríguez-Triana in Advances in Quantitative Ethnography (2021)

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    Chapter and Conference Paper

    The Mathematical Foundations of Epistemic Network Analysis

    Epistemic network analysis (ENA) has been used in more than 300 published studies to date. However, there is no work in publication that describes the transformations that constitute ENA in formal mathematical te...

    Dale Bowman, Zachari Swiecki, Zhiqiang Cai in Advances in Quantitative Ethnography (2021)

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    Chapter and Conference Paper

    Directed Epistemic Network Analysis

    Quantitative ethnographers across a range of domains study complex collaborative thinking (CCT): the processes by which members of a group or team develop shared understanding by making cognitive connections f...

    Ariel Fogel, Zachari Swiecki, Cody Marquart in Advances in Quantitative Ethnography (2021)

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    Book and Conference Proceedings

    Advances in Quantitative Ethnography

    First International Conference, ICQE 2019, Madison, WI, USA, October 20–22, 2019, Proceedings

    Brendan Eagan, Morten Misfeldt in Communications in Computer and Information Science (2019)

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    Chapter and Conference Paper

    Student Teachers’ Discourse During Puppetry-Based Microteaching

    This study investigates how puppetry-based tabletop microteaching systems can contribute to student teacher training compared with normal microteaching. The study analyzes student teachers’ discourse using a ...

    Takehiro Wakimoto, Hiroshi Sasaki, Ryoya Hirayama in Advances in Quantitative Ethnography (2019)

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    Chapter and Conference Paper

    Effects of Perspective-Taking Through Tangible Puppetry in Microteaching and Reflection on the Role-Play with 3D Animation

    Perspective-taking of a wide variety of pupils or students is fundamental in designing a dialogic classroom. As a vehicle of perspective-taking, a tangible puppetry CSCL can create a learning environment that ...

    Toshio Mochizuki, Hiroshi Sasaki, Yuta Yamaguchi in Advances in Quantitative Ethnography (2019)

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    Chapter and Conference Paper

    nCoder+: A Semantic Tool for Improving Recall of nCoder Coding

    Coding is a process of assigning meaning to a given piece of evidence. Evidence may be found in a variety of data types, including documents, research interviews, posts from social media, conversations from l...

    Zhiqiang Cai, Amanda Siebert-Evenstone in Advances in Quantitative Ethnography (2019)