Differentiating dreaming and waking reports with automatic text analysis and Support Vector Machines
Bibliographic Data
| ID | 20411642 |
|---|---|
| Authors | Xiaofang Zheng (0000-0002-5946-5967, Purdue University West Lafayette, corresponding author), Richard Schweickert (0000-0003-3394-641X) |
| Year | 2023 |
| Volume | 107 |
| Pages | 103439 |
| Publication date | 2023-01-01 |
| Peer Reviewed | Yes |
| Open Access | Yes |
| Type | ARTICLE |
| Venue | Consciousness and Cognition (JOURNAL) |
| Journal identifiers | ISSN: 1053-8100 • E-ISSN: 1090-2376 |
| Publisher | Elsevier BV (PUBLISHER) |
| DOI | 10.1016/j.concog.2022.103439 |
| PMID | 36463797 |
| OpenAlex | W4310762613 |
| Language | EN |
| References cited | 35 |
Cognitive psychology · Cognitive science · Support vector machine · Advanced Text Analysis Techniques · Computer Science · Mental Health via Writing · Psychology · Topic Modeling · Artificial Intelligence
Dreaming and the brain
Storage and Executive Processes in the Frontal Lobes
Support-Vector Networks
The reinterpretation of dreams
Controlling the False Discovery Rate
Interrater reliability
How to integrate dreaming into a general theory of consciousness—A critical review of existing positions and suggestions for future research
Dreaming and waking
Social contents in dreams
Studying dream content using the archive and search engine on DreamBank.net
Last night I had the strangest dream
Assessing metacognitive skills in waking and sleep
Digital dream analysis
Similarities and differences in dream content at the cross-cultural, gender, and individual levels
Seeking patterns in dream content
Automatic gender detection of dream reports
Disturbed dreaming, posttraumatic stress disorder, and affect distress
Support Vector Machine Classification of Major Depressive Disorder Using Diffusion-Weighted Neuroimaging and Graph Theory
Natural, Everyday Language Use Provides a Window Into the Integrity of Older Adults’ Executive Functioning
The Unity and Diversity of Executive Functions and Their Contributions to Complex “Frontal Lobe” Tasks
The Content Analysis of Dreams
Such stuff as dreams are made on
Correcting for multiple comparisons in studies of dream content
Comparing hall Van de Castle coding and Linguistic Inquiry and Word Count using canonical correlation analysis
Using the Liwc program to study dreams
The Psychological Meaning of Words
| Citation velocity | historical |
|---|---|
| Highly cited | No |