Cargando…

A Hybrid System for Emotion Extraction from Suicide Notes

The reasons that drive someone to commit suicide are complex and their study has attracted the attention of scientists in different domains. Analyzing this phenomenon could significantly improve the preventive efforts. In this paper we present a method for sentiment analysis of suicide notes submitt...

Descripción completa

Detalles Bibliográficos
Autores principales:	Nikfarjam, Azadeh, Emadzadeh, Ehsan, Gonzalez, Graciela
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Libertas Academica 2012
Materias:	Original Research
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3409484/ https://www.ncbi.nlm.nih.gov/pubmed/22879773 http://dx.doi.org/10.4137/BII.S8981

Ejemplares similares

Unsupervised gene function extraction using semantic vectors
por: Emadzadeh, Ehsan, et al.
Publicado: (2014)

Three Hybrid Classifiers for the Detection of Emotions in Suicide Notes
por: Liakata, Maria, et al.
Publicado: (2012)

A Hybrid Model for Automatic Emotion Recognition in Suicide Notes
por: Yang, Hui, et al.
Publicado: (2012)

Analysis of the effect of sentiment analysis on extracting adverse drug reactions from tweets and forum posts
por: Korkontzelos, Ioannis, et al.
Publicado: (2016)

A Combined Approach to Emotion Detection in Suicide Notes
por: Pak, Alexander, et al.
Publicado: (2012)

Phonetic Spelling Filter for Keyword Selection in Drug Mention Mining from Social Media
por: Pimpalkhute, Pranoti, et al.
Publicado: (2014)

Statistical and Similarity Methods for Classifying Emotion in Suicide Notes
por: Roberts, Kirk, et al.
Publicado: (2012)

Leveraging Psycholinguistic Resources and Emotional Sequence Models for Suicide Note Emotion Annotation
por: Yeh, Eric, et al.
Publicado: (2012)

Combining Lexico-semantic Features for Emotion Classification in Suicide Notes
por: Desmet, Bart, et al.
Publicado: (2012)

Emotion Detection in Suicide Notes using Maximum Entropy Classification
por: Wicentowski, Richard, et al.
Publicado: (2012)

Pharmacovigilance from social media: mining adverse drug reaction mentions using sequence labeling with word embedding cluster features
por: Nikfarjam, Azadeh, et al.
Publicado: (2015)

A Hybrid Approach to Sentiment Sentence Classification in Suicide Notes
por: Sohn, Sunghwan, et al.
Publicado: (2012)

Rule-Based and Lightly Supervised Methods to Predict Emotions in Suicide Notes
por: Pedersen, Ted
Publicado: (2012)

Binary Classifiers and Latent Sequence Models for Emotion Detection in Suicide Notes
por: Cherry, Colin, et al.
Publicado: (2012)

Labeling Emotions in Suicide Notes: Cost-Sensitive Learning with Heterogeneous Features
por: Read, Jonathon, et al.
Publicado: (2012)

Comment on: “Deep learning for pharmacovigilance: recurrent neural network architectures for labeling adverse drug reactions in Twitter posts”
por: Magge, Arjun, et al.
Publicado: (2019)

Fine-Grained Emotion Detection in Suicide Notes: A Thresholding Approach to Multi-Label Classification
por: Luyckx, Kim, et al.
Publicado: (2012)

Revealing semantic and emotional structure of suicide notes with cognitive network science
por: Teixeira, Andreia Sofia, et al.
Publicado: (2021)

Cognitive networks detect structural patterns and emotional complexity in suicide notes
por: Stella, Massimo, et al.
Publicado: (2022)

What’s In a Note: Construction of a Suicide Note Corpus
por: Pestian, John P., et al.
Publicado: (2012)

Head and Neck Cancers in North-East Iran: A 25 year Survey
por: Emadzadeh, Maryam, et al.
Publicado: (2017)

Deep cascaded multitask framework for detection of temporal orientation, sentiment and emotion from suicide notes
por: Ghosh, Soumitra, et al.
Publicado: (2022)

Notes on the Influence of the Seasons on Suicide
por: Richards, Vincent
Publicado: (1877)

A Hybrid Approach to Extracting Disorder Mentions from Clinical Notes
por: Wang, Chunye, et al.
Publicado: (2015)

Discovering Fine-grained Sentiment in Suicide Notes
por: Wang, Wenbo, et al.
Publicado: (2012)

Note on an Attempt at Suicide by Cardiac Transfixion
Publicado: (1884)

Emotion dysregulation and suicidality in eating disorders
por: Rania, Marianna, et al.
Publicado: (2020)

Sentiment Analysis of Suicide Notes: A Shared Task
por: Pestian, John P., et al.
Publicado: (2012)

Mysore study: A study of suicide notes
por: Namratha, P., et al.
Publicado: (2015)

Investigating the Path From Non-Suicidal Self-Injury to Suicidal Ideation: The Moderating Role of Emotion Dysregulation
por: Zobel, Sara Beomonte, et al.
Publicado: (2023)

Suicide Symposium: A Multidisciplinary Approach to Risk Assessment and the Emotional Aftermath of Patient Suicide
por: Owen, Julie Ruth, et al.
Publicado: (2018)

A Naïve Bayes Approach to Classifying Topics in Suicide Notes
por: Spasić, Irena, et al.
Publicado: (2012)

Using Ensemble Models to Classify the Sentiment Expressed in Suicide Notes
por: McCart, James A., et al.
Publicado: (2012)

Analysis of Attempted Suicide in a Pediatric Setting: Extracted Notes for Clinical Practice and Complexity of Help
por: Lesinskienė, Sigita, et al.
Publicado: (2022)

Extraction and Fractionation of the Seaweed Sargassum plagyophylum and Evaluation of Fractions on Depression Induced by Interferon Alpha in Mice
por: Mesripour, Azadeh, et al.
Publicado: (2022)

Hybrid System of Emotion Evaluation in Physiotherapeutic Procedures
por: Romaniszyn-Kania, Patrycja, et al.
Publicado: (2020)

Topic Categorisation of Statements in Suicide Notes with Integrated Rules and Machine Learning
por: Kovačević, Aleksandar, et al.
Publicado: (2012)

Identifying suicide documentation in clinical notes through zero‐shot learning
por: Workman, Terri Elizabeth, et al.
Publicado: (2023)

Suicide Note Sentiment Classification: A Supervised Approach Augmented by Web Data
por: Xu, Yan, et al.
Publicado: (2012)

Suicide Note Classification Using Natural Language Processing: A Content Analysis
por: Pestian, John, et al.
Publicado: (2010)

Cannot write session to /tmp/vufind_sessions/sess_3qcrr6sqtiafhg3egdc8kadj4n