Cross-Domain Aspect Extraction using Transformers Augmented with Knowledge Graphs

Autor: Howard, Phillip, Ma, Arden, Lal, Vasudev, Simoes, Ana Paula, Korat, Daniel, Pereg, Oren, Wasserblat, Moshe, Singer, Gadi

Publikováno v: Proceedings of the 31st ACM International Conference on Information & Knowledge Management (CIKM 2022). Association for Computing Machinery, New York, NY, USA, 780-790

The extraction of aspect terms is a critical step in fine-grained sentiment analysis of text. Existing approaches for this task have yielded impressive results when the training and testing data are from the same domain. However, these methods show a

Externí odkaz: http://arxiv.org/abs/2210.10144

A machine-learning assisted review of the use of habit formation in medication adherence interventions for long-term conditions.

Autor: Robinson L; School of Health and Related Research, The University of Sheffield, Sheffield, UK., Arden MA; Centre for Behavioural Science and Applied Psychology, Sheffield Hallam University, Sheffield, UK., Dawson S; Wolfson Adult Cystic Fibrosis Centre, Nottingham University Hospitals NHS Trust, City Hospital, Nottingham, UK., Walters SJ; School of Health and Related Research, The University of Sheffield, Sheffield, UK., Wildman MJ; Sheffield Adult Cystic Fibrosis Centre, Sheffield Teaching Hospitals NHS Foundation Trust, Northern General Hospital, Sheffield, UK., Stevenson M; Department of Computer Science, The University of Sheffield, Sheffield, UK.

Publikováno v: Health psychology review [Health Psychol Rev] 2024 Mar; Vol. 18 (1), pp. 1-23. Date of Electronic Publication: 2022 Feb 14.

Developing habit-based health behaviour change interventions: twenty-one questions to guide future research.

Autor: Gardner B; Department of Psychology, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK., Arden MA; Centre for Behavioural Science and Applied Psychology, Department of Psychology, Sociology & Politics, Sheffield Hallam University, Sheffield, UK., Brown D; Department of Applied Psychology, Griffith University, Brisbane, Australia., Eves FF; School of Sport, Exercise and Rehabilitation Sciences, University of Birmingham, Birmingham, UK., Green J; School of Allied Health and Physical Activity for Health Research Cluster (Health Research Institute), University of Limerick, Limerick, Ireland., Hamilton K; Griffith University and Menzies Health Institute Queensland, Mt Gravatt, Qld, Australia., Hankonen N; Faculty of Social Sciences, University of Helsinki, Helsinki, Finland., Inauen J; Department of Health Psychology and Behavioral Medicine, Institute of Psychology, University of Bern, Bern, Switzerland., Keller J; Division Health Psychology, Department of Education and Psychology, Freie Universität Berlin, Berlin, Germany., Kwasnicka D; Faculty of Psychology, SWPS University of Social Sciences and Humanities, Wrocław, Poland.; NHMRC CRE in Digital Technology to Transform Chronic Disease Outcomes, Melbourne School of Population and Global Health, University of Melbourne, Melbourne, Australia., Labudek S; Network Aging Research (NAR), Heidelberg University, Heidelberg, Germany., Marien H; Department of Psychology, Utrecht University, Utrecht, The Netherlands., Masaryk R; Institute of Applied Psychology, Faculty of Social and Economic Sciences, Comenius University Bratislava, Bratislava, Slovakia., McCleary N; Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, Canada.; School of Epidemiology and Public Health, Faculty of Medicine, University of Ottawa, Ottawa, Canada., Mullan BA; Behavioural Science and Health Research Group, Curtin University, Perth, Australia., Neter E; Department of Behavioral Sciences, Ruppin Academic Center, Emeq Hefer, Israel., Orbell S; Department of Psychology, University of Essex, Essex, UK., Potthoff S; Department of Social Work, Education, and Community Wellbeing, Northumbria University, Newcastle upon Tyne, UK., Lally P; Research Department of Behavioural Science and Health, University College London, London, UK.

Publikováno v: Psychology & health [Psychol Health] 2023 Apr; Vol. 38 (4), pp. 518-540. Date of Electronic Publication: 2021 Nov 14.

Interventions to promote physical distancing behaviour during infectious disease pandemics or epidemics: A systematic review.

Autor: Epton T; Manchester Centre for Health Psychology, University of Manchester, UK. Electronic address: tracy.epton@manchester.ac.uk., Ghio D; Manchester Centre for Health Psychology, University of Manchester, UK., Ballard LM; Faculty of Medicine, University of Southampton, UK., Allen SF; School of Social Sciences, Humanities and Law, Teesside University, UK., Kassianos AP; Department of Applied Health Research, University College London, UK., Hewitt R; School of Healthcare Sciences, Cardiff University, UK., Swainston K; Psychology, Centre for Applied Psychological Science, Teesside University, UK., Fynn WI; IEHC, University College London, UK., Rowland V; Public Health, London Borough of Havering, UK., Westbrook J; Department of Psychology, University of Bath, Bath, UK., Jenkinson E; Faculty of Health and Applied Sciences, University of the West of England, Bristol, UK., Morrow A; NHS Fife, UK., McGeechan GJ; Centre for Applied Psychological Science, Teesside University, UK., Stanescu S; School of Psychology, University of Southampton, Southampton, UK., Yousuf AA; Lancashire and South Cumbria NHS Foundation, UK., Sharma N; Department of Clinical Health Psychology, Royal National Orthopaedic Hospital, UK., Begum S; Department of Psychology, City University of London, UK; Surrey County Council, UK., Karasouli E; Warwick Clinical Trials Unit, University of Warwick, UK., Scanlan D; Research and Communication, Education Support, London, N5 1EW, UK., Shorter GW; Centre for Improving Health Related Quality of Life, Queen's University Belfast, UK., Arden MA; Centre for Behavioural Science and Applied Psychology, Sheffield Hallam University, UK., Armitage CJ; Manchester Centre for Health Psychology, University of Manchester, UK; Manchester University NHS Foundation Trust, University of Manchester, UK; Manchester Academic Health Science Centre, University of Manchester, UK; NIHR Greater Manchester Patient Safety Translational Research Centre, University of Manchester, UK., O'Connor DB; School of Psychology, University of Leeds, UK., Kamal A; Department of Psychology, Birmingham City University, UK., McBride E; Department of Behavioural Science and Health, University College London, UK., Swanson V; University of Stirling, UK., Hart J; Manchester Centre for Health Psychology, University of Manchester, UK; Division of Medical Education, University of Manchester, UK., Byrne-Davis L; Manchester Centre for Health Psychology, University of Manchester, UK; Division of Medical Education, University of Manchester, UK., Chater A; University of Bedfordshire, UK., Drury J; School of Psychology, University of Sussex, UK.

Publikováno v: Social science & medicine (1982) [Soc Sci Med] 2022 Jun; Vol. 303, pp. 114946. Date of Electronic Publication: 2022 Mar 26.

Implementing the use of objective medication adherence data in routine clinical practice via the digital CFHealthHub platform: situation analysis and strategy development using the theoretical domains framework.

Autor: Girling C; Clinical Trials Research Unit, University of Sheffield, Regent Court, 30 Regent Street, Sheffield, S1 4DA, UK. c.girling@sheffield.ac.uk., Packham A; Clinical Trials Research Unit, University of Sheffield, Regent Court, 30 Regent Street, Sheffield, S1 4DA, UK., Robinson L; Clinical Trials Research Unit, University of Sheffield, Regent Court, 30 Regent Street, Sheffield, S1 4DA, UK., Arden MA; Department of Psychology, Sociology and Politics, Sheffield Hallam University, Collegiate Crescent, Sheffield, S10 2BQ, UK., Hind D; Clinical Trials Research Unit, University of Sheffield, Regent Court, 30 Regent Street, Sheffield, S1 4DA, UK., Wildman MJ; Sheffield Adult Cystic Fibrosis Unit Sheffield Teaching Hospitals NHS Foundation Trust, Northern General Hospital, Herries Road, Sheffield, S5 7AU, UK.

Publikováno v: Implementation science communications [Implement Sci Commun] 2022 Feb 08; Vol. 3 (1), pp. 12. Date of Electronic Publication: 2022 Feb 08.