Using supervised machine learning on large-scale online forums to classify course-related Facebook messages in predicting learning achievement within the personal learning environment
Sign Up to like & getrecommendations! Published in 2020 at "Interactive Learning Environments"
DOI: 10.1080/10494820.2018.1515085
Abstract: ABSTRACT This paper demonstrated the use of the supervised Machine Learning (ML) for text classification to predict students’ final course grades in a hybrid Advanced Statistics course and exhibited the potential of using ML classified… read more here.
Keywords: machine learning; learning; online forums; within personal ... See more keywords
Menstruation in PE. Exploring students’ perspectives in online forums
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DOI: 10.1080/13573322.2024.2349595
Abstract: ABSTRACT The purpose of this study was to explore how students interpret and negotiate menstruation in PE in online forums. We conducted a qualitative discourse analysis of 12 threads from 4 different German-language online forums,… read more here.
Keywords: forums menstruation; menstruation exploring; students perspectives; online forums ... See more keywords
N16 ‘Sex? Don’t even remember what that is …’ exploring IBD patient engagement with online forums regarding the topics of relationships and intimacy
Sign Up to like & getrecommendations! Published in 2021 at "Journal of Crohn's and Colitis"
DOI: 10.1093/ecco-jcc/jjab074.830
Abstract: Online forums available to those living with Inflammatory Bowel Disease (IBD) are a platform enabling peer support. Some use online forums to discuss sensitive issues, such as the effect of chronic conditions on their intimate… read more here.
Keywords: relationships intimacy; online forums; online; sex ... See more keywords
MGL-CNN: A Hierarchical Posts Representations Model for Identifying Depressed Individuals in Online Forums
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DOI: 10.1109/access.2020.2973737
Abstract: More users suffering from depression turn to online forums to express their problems and seek help. In such forums, there is often a large volume of posts with sensitive content, indicating that the user has… read more here.
Keywords: mgl cnn; posts representations; online forums; cnn ... See more keywords
Interactional Stancetaking in Online Forums
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DOI: 10.1162/coli_a_00334
Abstract: Language is shaped by the relationships between the speaker/writer and the audience, the object of discussion, and the talk itself. In turn, language is used to reshape these relationships over the course of an interaction.… read more here.
Keywords: online forums; interactional stancetaking; stancetaking online;
Use of fentanyl, butyrfentanyl and furanylfentanyl as discussed on Polish online forums devoted to 'designer drugs'.
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DOI: 10.12740/pp/onlinefirst/128156
Abstract: OBJECTIVES The study was aimed to analyze information posted by users of synthetic opioids on Polish online drug discussion forums. Special emphasis was given to sources of drugs and their availability, routes of administration, dosages,… read more here.
Keywords: online forums; butyrfentanyl furanylfentanyl; fentanyl butyrfentanyl; polish online ... See more keywords
Impacts of Using Peer Online Forums in Mental Health: Realist Evaluation Using Mixed Methods
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DOI: 10.2196/79289
Abstract: Background Peer online forums offer people experiencing mental health challenges easily accessible and anonymous support. However, little is known about the impacts of using forums, how these impacts are generated, or who might benefit from… read more here.
Keywords: mental health; impacts using; online forums; peer online ... See more keywords
Detecting Suicidal Ideations in Online Forums with Textual and Psycholinguistic Features
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DOI: 10.3390/app14219911
Abstract: Suicide is a global public health problem that takes hundreds of thousands of lives each year. The key to effective suicide prevention is early detection of suicidal ideations and timely intervention. However, several factors hinder… read more here.
Keywords: textual psycholinguistic; suicidal ideations; detecting suicidal; online forums ... See more keywords