Suicidal ideation detection via social media analytics

Y Huang, X Liu, T Zhu - … : 5th International Conference, HCC 2019, Čačak …, 2019 - Springer
… Traditional suicidal ideation detection using questionnaires … In this paper, we propose a
suicidal ideation detection … sets separately to generate six detection results. And after logistic …

A systematic literature review about idea mining: The use of machine-driven analytics to generate ideas

WY Ayele, G Juell-Skielse - Future of Information and Communication …, 2021 - Springer
media, patents, and publications are increasingly growing. Organizations create large volumes
of data, yet they usually fail to detect … elicitation OR elicit OR eliciting OR ideation))) AND ((…

Big data analytics on X discourse: Unveiling consumer sentiments for informed new product ideation

H Patil, R Sharma - AIP Conference Proceedings, 2024 - pubs.aip.org
… social media data for cooperating strategies, while duly acknowledging the need for privacy
and ethical data utilization. This extensive research aims to connect social media analytics

Suicidal ideation detection on social media: A review of machine learning methods

A Abdulsalam, A Alhothali - Social Network Analysis and Mining, 2024 - Springer
… have examined social media content to detect automatically suicidal ideation and behaviors…
media platforms that use machine learning techniques to detect and identify suicidal ideation

Towards suicide ideation detection through online conversational context

R Sawhney, S Agarwal, AT Neerkaje… - Proceedings of the 45th …, 2022 - dl.acm.org
… Modeling scale-free conversation trees in the hyperbolic space presents a new avenue
for suicide ideation detection on social media, and this is what we focus on in this paper. …

A Big Data Analytics System for Predicting Suicidal Ideation in Real-Time Based on Social Media Streaming Data

MA Allayla, S Ayvaz - arXiv preprint arXiv:2404.12394, 2024 - arxiv.org
… briefly reviews the literature on detecting suicidal ideation. Section 3 describes the proposed
methodology and big data architecture that is used for detecting suicidal ideation. Section 4 …

[HTML][HTML] Suicide ideation detection from online social media: A multi-modal feature based technique

M Chatterjee, P Kumar, P Samanta, D Sarkar - International Journal of …, 2022 - Elsevier
… are increasingly using social media to express themselves. The main aim of this research
is to provide early detection of suicide ideation by evaluating online social media. A well-…

Idea co-creation on social media platforms: towards a theory of social ideation

P Bharati, K Du, A Chaudhury… - ACM SIGMIS Database: the …, 2021 - dl.acm.org
… , offering an open-discussion forum, and detecting individuals’ sentiments and reactions to
various … activities: soliciting through open calls and listening through social media analytics. …

FeatureInsight: Visual support for error-driven feature ideation in text classification

M Brooks, S Amershi, B Lee, SM Drucker… - … on Visual Analytics …, 2015 - ieeexplore.ieee.org
… for thinking of new features, or feature ideation, remains poor. In this paper, we … ideation:
visual summaries and sets of errors. We present FeatureInsight, an interactive visual analytics

A Systematic Literature Review about Idea Mining: The Use of Machine-driven Analytics to Generate Ideas

WY Ayele, G Juell-Skielse - arXiv preprint arXiv:2202.12826, 2022 - arxiv.org
… technique, LSA, to detect outliers for product idea generation … data sources could be social
media data, websites, different … data-driven approach for design ideation. Journal of Visual …