Allison N. Sonia

This is a likely match — the affiliation was inferred from OpenAlex, ORCID, and web sources but has not been fully confirmed. Treat with appropriate caution.

Researcher

Lyon College

Faculty Researcher

5 h-index 12 pubs 72 cited

Research Areas

Links

ORCID

OverviewAI-generated summary

Allison N. Sonia's research focuses on understanding how individual differences influence reading and writing processes, particularly in the context of multiple documents. Her work investigates the cognitive mechanisms behind integrating information from various sources for comprehension and composition. Sonia has explored the application of Natural Language Processing techniques to automatically evaluate student writing, examining how factors like individual variation impact performance on source-based writing tasks. She also studies how text characteristics, such as coherence, affect comprehension and the formation of preferences for narrative outcomes through perspective-taking.

Sonia's recent publications also extend into the domain of applied technology, including the detection of potato leaf diseases using Convolutional Neural Networks (CNN) and ReactJS. Her scholarship metrics include an h-index of 5, with 12 total publications and 72 total citations.

Metrics

h-index: 5
Publications: 12
Citations: 72

Selected Publications

How preference formation for character outcomes is influenced by perspective-taking (2025)

Discourse Processes 2 citations DOI OpenAlex
Potato Leaf Disease Detection Using CNN and ReactJs (2024)

DOI OpenAlex
Integration in Multiple-Document Comprehension: A Natural Language Processing Approach (2022)

Discourse Processes 18 citations DOI OpenAlex
On the basis of source: Impacts of individual differences on multiple-document integrated reading and writing tasks (2022)

Learning and Instruction 30 citations DOI OpenAlex
Coherence-Building in Multiple Document Comprehension (2021)

eScholarship (California Digital Library) 1 citation OpenAlex
Cohesion and Coherence-Building in Multiple Document Comprehension (2021)

OpenAlex
Text-Based Manipulation of the Coherence Threshold (2021)

Discourse Processes 8 citations DOI OpenAlex
Automatic Student Writing Evaluation: Investigating the Impact of Individual Differences on Source-Based Writing (2021)

11 citations DOI OpenAlex
Why do we need to build a sustainable university (2021)

OpenAlex
Shifting the Coherence Threshold (2020)

OpenAlex
Effective Video Watermarking Technique Using Binary Tree Structure with Feature Point Extraction (2015)

International Journal of Engineering Trends and Technology DOI OpenAlex
Toy Design Methods: A Sustainability Perspective (2013)

InTech eBooks 6 citations DOI OpenAlex
Correctness and speed of dyslexics and non-dyslexics on the four mathematical operations (2002)

1 citation OpenAlex