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21 changes: 15 additions & 6 deletions config.yml
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- name: About
url: about/
weight: 2
#- name: Books
# url: books/
# weight: 5
#- name: Posts
# url: posts/
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url: papers/
weight: 2
- name: Projects
url: projects/
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# url: https://www.youtube.com/@alexandermccallsmithoffici9000
- name: X
url: https://x.com/ChaoLiu77600168
- name: linkedin
url: https://www.linkedin.com/in/chao-liu-1056663b/


assets:
disableScrollBarStyle: true
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52 changes: 22 additions & 30 deletions content/papers/paper1/index.md
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---
title: "Unusual Uses For Olive Oil"
date: 2013-01-15
title: "Text mining and sentiment analysis: A new lens to explore the emotion dynamics of mother-child interactions"
date: 2024-02-02
lastmod: 2024-07-12
tags: ["philology","oleic science","history of oil","Mediterranean world"]
author: ["Detlev Amadeus Unterholzer","Moritz-Maria von Igelfeld"]
description: "This paper reviews unusual uses for olive oil throughout the Mediterranean world. Published in the Journal of Oleic Science, 2013."
summary: "This paper reviews unusual uses for olive oil throughout the Mediterranean world. It highlights in particular the challengs arising from excessive or unorthodox consumption of olive oil."
tags: ["child development","mother-child interaction","text mining","sentiment analysis"]
author: ["Chao Liu","Charis Chen"]
description: "This study employed text mining and sentiment analysis on over 8,800 mother-child conversation transcripts to examine dynamic patterns of emotion expression, revealing distinct temporal trends in emotional sentiment for both mothers and children. The research identified clusters of mothers and children with varying emotion expression patterns, and demonstrated how mother-child polarity score differences fluctuated throughout conversations, showcasing the potential of these analytical methods for understanding parent-child interactions and informing relationship-focused interventions."
summary: "This study employed text mining and sentiment analysis on over 8,800 mother-child conversation transcripts to examine dynamic patterns of emotion expression, revealing distinct temporal trends in emotional sentiment for both mothers and children. The research identified clusters of mothers and children with varying emotion expression patterns, and demonstrated how mother-child polarity score differences fluctuated throughout conversations, showcasing the potential of these analytical methods for understanding parent-child interactions and informing relationship-focused interventions."
cover:
image: "paper1.png"
alt: "Some Uses For Olive Oil"
alt: "The Clusters of Mother Polarity and Child Polarity over time"
relative: false
editPost:
URL: "https://github.com/pmichaillat/hugo-website"
Text: "Journal of Oleic Science"

---

---

##### Download

+ [Paper](paper1.pdf)
+ [Online appendix](appendix1.pdf)
+ [Code and data](https://github.com/pmichaillat/feru)
+ [Paper](https://onlinelibrary.wiley.com/doi/full/10.1111/sode.12733)
+ [Code and data](https://osf.io/?view_only=c96818e4b23348ceaa6db76081288d7c)

---

##### Abstract

This paper reviews unusual uses for olive oil throughout the Mediterranean world. It highlights in particular the challengs arising from excessive or unorthodox consumption of olive oil. Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur. Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.

This study employed text mining and sentiment analysis on over 8,800 mother-child conversation transcripts to examine dynamic patterns of emotion expression, revealing distinct temporal trends in emotional sentiment for both mothers and children. The research identified clusters of mothers and children with varying emotion expression patterns, and demonstrated how mother-child polarity score differences fluctuated throughout conversations, showcasing the potential of these analytical methods for understanding parent-child interactions and informing relationship-focused interventions.
---

##### Figure 6: Some Uses For Olive Oil
##### Figure 6: The Clusters of Mother Polarity and Child Polarity over time

![](paper1.png)

---

##### Citation

Unterholzer, Detlev A., and Moritz-Maria von Igelfeld. 2013. "Unusual Uses For Olive Oil." *Journal of Oleic Science* 34 (1): 449–489. http://www.alexandermccallsmith.com/book/unusual-uses-for-olive-oil.
Liu, C., & Chen, C. (2024). Text Mining and Sentiment Analysis: A New Lens to Explore the Emotion Dynamics of Mother-Child Interactions. *Social Development*, 33, e12733. https://doi.org/10.1111/sode.12733.

```BibTeX
@article{UI13,
author = {Detlev A. Unterholzer and Moritz-Maria von Igelfeld},
year = {2013},
title ={Unusual Uses For Olive Oil},
journal = {Journal of Oleic Science},
volume = {34},
number = {1},
pages = {449--489},
url = {http://www.alexandermccallsmith.com/book/unusual-uses-for-olive-oil}}
@article{https://doi.org/10.1111/sode.12733,
author = {Liu, Chao and Chen, Charis},
title = {Text mining and sentiment analysis: A new lens to explore the emotion dynamics of mother-child interactions},
journal = {Social Development},
volume = {33},
number = {3},
pages = {e12733},
keywords = {cluster analysis, emotion dynamics, generalized additive models, mother-child interactions, piecewise linear regression, sentiment analysis, text mining},
doi = {https://doi.org/10.1111/sode.12733},
url = {https://onlinelibrary.wiley.com/doi/abs/10.1111/sode.12733}}
```

---

##### Related material

+ [Presentation slides](presentation1.pdf)
+ [Summary of the paper](https://www.penguinrandomhouse.com/books/110403/unusual-uses-for-olive-oil-by-alexander-mccall-smith/)
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60 changes: 28 additions & 32 deletions content/papers/paper2/index.md
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---
title: "The Finer Points of Sausage Dogs"
date: 2004-12-28
title: "Unveiling the tapestry of mother–child interactions through text mining and sentiment analysis"
date: 2024-04-04
lastmod: 2024-07-12
tags: ["zoology","sausage dogs","canine pulmonary efficiency","canine science","experimental zoology"]
author: ["Florianus Prinzel", "Moritz-Maria von Igelfeld"]
description: "This paper studies the pulmonary efficiency of sausage dogs. Published in the Journal of Canine Science, 2004."
summary: "This paper studies the pulmonary efficiency of sausage dogs through several experiments."
tags: ["mother-child interaction","text mining","sentiment analysis"]
author: ["Chao Liu", "Kira Waltz"]
description: "This study utilized text mining and sentiment analysis on mother-child conversations to examine the developmental trends in their interactions from early to middle childhood. The findings revealed a shift towards more balanced interactions as children age, with increased turn-taking dynamics and linguistic congruence, as well as a complex interdependence of expressed emotions between mothers and children over time."
summary: "This study utilized text mining and sentiment analysis on mother-child conversations to examine the developmental trends in their interactions from early to middle childhood. The findings revealed a shift towards more balanced interactions as children age, with increased turn-taking dynamics and linguistic congruence, as well as a complex interdependence of expressed emotions between mothers and children over time."
cover:
image: "paper2.png"
alt: "Dimensions of a sausage dog"
image: "paper2_1.png"
alt: "mother-child interaction"
relative: false
editPost:
URL: "https://github.com/pmichaillat/hugo-website"
Text: "Journal of Canine Science"

---

---

##### Download

+ [Paper](paper2.pdf)
+ [Online appendix](appendix2.pdf)
+ [Code and data](https://github.com/pmichaillat/wunk)
+ [Paper](https://journals.sagepub.com/doi/10.1177/01650254241242662)
+ [Code and data](https://osf.io/mjrt6/?view_only=d2d18e16274a4ab7bdf3587eae35be02)

---

##### Abstract

This paper studies the pulmonary efficiency of sausage dogs. Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur: $\sin(\theta) = x^2 - \exp(1+\chi)$. Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum. Lorem ipsum dolor sit amet, consectetur adipisicing elit, sed do eiusmod tempor $\zeta$ incididunt ut labore et dolore magna aliqua: $p(x) = \int \cos(\zeta) d\zeta - \theta$. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat.
This study utilized text mining and sentiment analysis on mother-child conversations to examine the developmental trends in their interactions from early to middle childhood. The findings revealed a shift towards more balanced interactions as children age, with increased turn-taking dynamics and linguistic congruence, as well as a complex interdependence of expressed emotions between mothers and children over time.

---

##### Figure 2: Dimensions of a sausage dog
##### Figure 1: The Smooth Effect of Mother Positive Emotion on Child Positive Emotion

![](paper2_1.png)

![](paper2.png)
##### Figure 2: The Smooth Effect of Mother Negative Emotion on Child Negative Emotion

![](paper2_2.png)

---

##### Citation

Prinzel, Florianus, and Moritz-Maria von Igelfeld. 2004. "The Finer Points of Sausage Dogs." *Journal of Canine Science* 43 (2): 89–109. http://www.alexandermccallsmith.com/book/the-finer-points-of-sausage-dogs.
Liu, C., & Waltz, K. (2024). Unveiling the tapestry of mother–child interactions through text mining and sentiment analysis. *International Journal of Behavioral Development*, 0(0). https://doi.org/10.1177/01650254241242662

```BibTeX
@article{PI04,
author = {Florianus Prinzel and Moritz-Maria von Igelfeld},
year = {2004},
title ={The Finer Points of Sausage Dogs},
journal = {Journal of Canine Science},
volume = {43},
number = {2},
pages = {89--109},
url = {http://www.alexandermccallsmith.com/book/the-finer-points-of-sausage-dogs}}
@article{doi:10.1177/01650254241242662,
author = {Chao Liu and Kira Waltz},
title ={Unveiling the tapestry of mother–child interactions through text mining and sentiment analysis},
journal = {International Journal of Behavioral Development},
volume = {0},
number = {0},
pages = {01650254241242662},
year = {0},
doi = {10.1177/01650254241242662},
URL = {https://doi.org/10.1177/01650254241242662}}
```

---

##### Related material

+ [Presentation slides](presentation2.pdf)
+ [Wikipedia entry](https://en.wikipedia.org/wiki/The_Finer_Points_of_Sausage_Dogs)
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57 changes: 57 additions & 0 deletions content/papers/paper3/_index.md
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---
title: "How Parents Play: Play Style as a Function of Gender of Parent, Gender of Child, and Play Context"
date: 2024-07-24
lastmod: 2024-07-24
tags: ["child development","parent-child play","log-linear analysis"]
author: ["Chao Liu","Amanda W. Harrist", "Jeffrey T. Cookston", "Sonia Carrillo"]
description: "This study observed 81 children playing with their mothers and fathers separately to examine how parent and child gender, as well as play context, influenced parental play roles. The findings revealed complex interactions between gender and play context, with parents adopting different roles (director, facilitator, or co-player) based on the child's gender and the type of game, highlighting the significant impact of these factors on parent-child play dynamics."
summary: "This study observed 81 children playing with their mothers and fathers separately to examine how parent and child gender, as well as play context, influenced parental play roles. The findings revealed complex interactions between gender and play context, with parents adopting different roles (director, facilitator, or co-player) based on the child's gender and the type of game, highlighting the significant impact of these factors on parent-child play dynamics."
cover:
image: "paper3.jpeg"
alt: "Parental roles comparing boys with girls within three play contexts."
relative: false

---

---

##### Download

+ [Paper](https://journals.sagepub.com/doi/full/10.1177/0192513X241263782)

---

##### Abstract

This study observed 81 children playing with their mothers and fathers separately to examine how parent and child gender, as well as play context, influenced parental play roles. The findings revealed complex interactions between gender and play context, with parents adopting different roles (director, facilitator, or co-player) based on the child's gender and the type of game, highlighting the significant impact of these factors on parent-child play dynamics.
---

##### Figure 1: Adjusted residuals for counts of parental roles (Dir = Director, Fac = Facilitator, Co-P = Co-player) comparing boys with girls within three play contexts.

![](paper3.jpeg)

##### Figure 1: Adjusted residuals for counts of different parental roles (Dir = Director, Fac = Facilitator, Co-P = Co-player) comparing fathers with mothers within three play contexts.

![](paper3_2.jpeg)

---

##### Citation

Liu, C., Harrist, A. W., Cookston, J. T., & Carrillo, S. (2024). How Parents Play: Play Style as a Function of Gender of Parent, Gender of Child, and Play Context. *Journal of Family Issues*, 0(0). https://doi.org/10.1177/0192513X241263782.

```BibTeX
@article{doi:10.1177/0192513X241263782,
author = {Chao Liu and Amanda W. Harrist and Jeffrey T. Cookston and Sonia Carrillo},
title ={How Parents Play: Play Style as a Function of Gender of Parent, Gender of Child, and Play Context},
journal = {Journal of Family Issues},
volume = {0},
number = {0},
pages = {0192513X241263782},
year = {0},
doi = {10.1177/0192513X241263782},
URL = {https://doi.org/10.1177/0192513X241263782}}
```

---

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---
title: "My First Blog Post"
date: 2024-08-17
draft: false
---

This is the content of my first blog post.
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<span>About</span>
</a>
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<span>Papers</span>
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<header class="page-header">
</header>
<div class="archive-year">
<h2 class="archive-year-header" id="2013">
<a class="archive-header-link" href="#2013">2013</a>
<h2 class="archive-year-header" id="2024">
<a class="archive-header-link" href="#2024">2024</a>
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<h3 class="archive-month-header" id="2013-March">
<a class="archive-header-link" href="#2013-March">March</a>
<h3 class="archive-month-header" id="2024-April">
<a class="archive-header-link" href="#2024-April">April</a>
</h3>
<div class="archive-posts">
<div class="archive-entry">
<h3 class="archive-entry-title entry-hint-parent">List of Irregular Verbs Across Romance Languages
<h3 class="archive-entry-title entry-hint-parent">Unveiling the tapestry of mother–child interactions through text mining and sentiment analysis
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<a class="archive-header-link" href="#2013-January">January</a>
<h3 class="archive-month-header" id="2024-February">
<a class="archive-header-link" href="#2024-February">February</a>
</h3>
<div class="archive-posts">
<div class="archive-entry">
<h3 class="archive-entry-title entry-hint-parent">Unusual Uses For Olive Oil
<h3 class="archive-entry-title entry-hint-parent">Text mining and sentiment analysis: A new lens to explore the emotion dynamics of mother-child interactions
</h3>
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<div class="archive-year">
<h2 class="archive-year-header" id="2004">
<a class="archive-header-link" href="#2004">2004</a>
<h2 class="archive-year-header" id="2013">
<a class="archive-header-link" href="#2013">2013</a>
<div class="archive-month">
<h3 class="archive-month-header" id="2004-December">
<a class="archive-header-link" href="#2004-December">December</a>
<h3 class="archive-month-header" id="2013-March">
<a class="archive-header-link" href="#2013-March">March</a>
</h3>
<div class="archive-posts">
<div class="archive-entry">
<h3 class="archive-entry-title entry-hint-parent">The Finer Points of Sausage Dogs
<h3 class="archive-entry-title entry-hint-parent">List of Irregular Verbs Across Romance Languages
</h3>
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<a class="entry-link" aria-label="post link to List of Irregular Verbs Across Romance Languages" href="//localhost:1313/data/data1/"></a>
</div>
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