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NLP and Topic Modeling with LDA, LSA, and NMF for Monitoring Psychosocial Well-being in Monthly Surveys
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NLP and Topic Modeling with LDA, LSA, and NMF for Monitoring Psychosocial Well-being in Monthly Surveys (2024)NLP and Topic Modeling with LDA, LSA, and…Natural language processing applied to mental illness detection: a narrative review (2022)Natural language processing a…Mental health and well-being during the COVID-19 pandemic: longitudinal analyses of adults in the UK COVID-19 Mental Health & Wellbeing study (2020)Mental health and well-being …Psychological Well-Being Revisited: Advances in the Science and Practice of Eudaimonia (2013)Psychological Well-Being Revi…Practical Text Mining and Statistical Analysis for Non-structured Text Data Applications (2012)Practical Text Mining and Sta…The text mining handbook: advanced approaches in analyzing unstructured data (2007)The text mining handbook: adv…Socioeconomic Status and Health: The Potential Role of Environmental Risk Exposure (2002)Socioeconomic Status and Heal…Head-driven phrase structure grammar (1994)The power of social media analytics (2014)Defining service innovation: A review and synthesis (2016)Impacts of COVID-19 on global tourism industry: A cross-regional comparison (2020)Happiness is everything, or is it? Explorations on the meaning of psychological well-being. (1989)On Happiness and Human Potentials: A Review of Research on Hedonic and Eudaimonic Well-Being (2001)Individual differences in two emotion regulation processes: Implications for affect, relationships, and well-being. (2003)Different types of well-being? A cross-cultural examination of hedonic and eudaimonic well-being. (2015)Reconstructing and deconstructing the self: cognitive mechanisms in meditation practice (2015)The PERMA-Profiler: A brief multidimensional measure of flourishing (2016)Poverty in the United Kingdom (1979)Neighborhoods and Violent Crime: A Multilevel Study of Collective Efficacy (1997)The neighborhoods they live in: The effects of neighborhood residence on child and adolescent outcomes. (2000)ENVIRONMENTAL JUSTICE: Human Health and Environmental Inequalities (2005)Where, When, Why, and For Whom Do Residential Contexts Matter? Moving Away from the Dichotomous Understanding of Neighborhood Effects (2014)Socioeconomic Disparities and Air Pollution Exposure: a Global Review (2015)A Brief Measure for Assessing Generalized Anxiety Disorder (2006)Immediate Psychological Responses and Associated Factors during the Initial Stage of the 2019 Coronavirus Disease (COVID-19) Epidemic among the General Population in China (2020)Multidisciplinary research priorities for the COVID-19 pandemic: a call for action for mental health science (2020)Trends in suicide during the covid-19 pandemic (2020)Effects of the COVID-19 pandemic on primary care-recorded mental illness and self-harm episodes in the UK: a population-based cohort study (2021)Suicide behaviors during the COVID-19 pandemic: A meta-analysis of 54 studies (2021)The Psychological Meaning of Words: LIWC and Computerized Text Analysis Methods (2009)Preferred reporting items for systematic review and meta-analysis protocols (PRISMA-P) 2015 statement (2015)Global prevalence and burden of depressive and anxiety disorders in 204 countries and territories in 2020 due to the COVID-19 pandemic (2021)Depression Detection from Social Media Text Analysis using Natural Language Processing Techniques and Hybrid Deep Learning Model (2022)Towards Interpretable Mental Health Analysis with Large Language Models (2023)Machine Learning for Multimodal Mental Health Detection: A Systematic Review of Passive Sensing Approaches (2024)Twitter sentiment analysis: Capturing sentiment from integrated resort tweets (2016)Topic Modeling as a Strategy of Inquiry in Organizational Research: A Tutorial With an Application Example on Organizational Culture (2018)The application of text mining methods in innovation research: current state, evolution patterns, and development priorities (2020)
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References

  • 2013Psychological Well-Being Revisited: Advances in the Science and Practice of Eudaimonia2,975 cited
  • 2007The text mining handbook: advanced approaches in analyzing unstructured data1,598 cited
  • 2002Socioeconomic Status and Health: The Potential Role of Environmental Risk Exposure1,201 cited
  • 2020Mental health and well-being during the COVID-19 pandemic: longitudinal analyses of adults in the UK COVID-19 Mental Health & Wellbeing study1,042 cited
  • 2012Practical Text Mining and Statistical Analysis for Non-structured Text Data Applications565 cited
  • 2022Natural language processing applied to mental illness detection: a narrative review474 cited

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