Segmentation
Readings
Siebert-Evenstone, A. L., Irgens, G. A., Collier, W., Swiecki, Z., Ruis, A. R., & Shaffer, D. W. (2017). Journal of Learning Analytics, 4(3), 123-139.
Temporal segmentation; Whole conversation vs. moving stanza windows; Sensitivity analysis
Zörgő, S., Swiecki, Z., & Ruis, A. R. (2021). In: Advances in Quantitative Ethnography. Communications in Computer and Information Science Series. Vol. 1312., pp. 78-90. Cham, Switzerland: Springer Nature.
Effects of segmentation decisions; Moving / Infinite / Whole conversation stanza window; Sensitivity analysis
Barany, A., Philips, M., Taiki Kawakubo, A.J., & Oshima J. (2022). In: Advances in Quantitative Ethnography. Communications in Computer and Information Science, Vol 1522., pp. 80-94. Cham, Switzerland: Springer Nature.
Interpretive and incremental approaches to segmentation; KBDeX for segmentation
Zörgő, S. Under peer review for the Fourth International Conference on Quantitative Ethnography.
Code co-occurrence computations with stanza windows; Assumptions and implications of their use
Zörgő, S. & Bohinsky, J. Under peer review for the Fourth International Conference on Quantitative Ethnography.
Segmentation heuristics; Implications for models and interpretations; Using discourse codes for segmentation
Videos
ICQE '20 conference presentation
Podcasts
Szilvia Zörgő @ The QE Podcast by the Learning Analytics program in the Department of Educational Psychology, University of Wisconsin-Madison
Deciding on segmentation parameters
Effects of segmentation decisions
Tools
Reproducible Open Coding Kit (ROCK):
Standard for organizing and coding qualitative data implemented in an R package and a rudimentary graphical user interface
KBDeX
Knowledge Building Discourse eXplorer (KBDeX):
A tool that can be used for segmenting texts based on lexical characteristics
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