Rumor detection in social media based on eahanced Transformer by Honghao ZHENG, Yinuo HAO, Hongtao YU, Shaomei LI, Yiteng WU

“…With the rapid development of the Internet, social media is increasingly integrated into all aspects of people’s daily life.Social media has gradually become a tool and even a platform for people to share opinions, insights, experiences and viewpoints.It is the main method for people to obtain and share information as well as express and exchange opinions.Currently, social media mainly includes social networking sites, Weibo, Twitter, blogs, forums, podcasts and so on.Due to the openness of social media, the user scale is large and the sources are complex and numerous, then all kinds of rumors and false information may be generated easily.Rumors on social media influence netizens’ understanding of events and shake the stability of society.Therefore, how to accurately and efficiently detect rumors has become an urgent problem to be solved.Existing Transformer based social media rumor detection models ignored the text location information.To effectively extract text location information and make full use of text potential information, a rumor detection model in social media was proposed and it was based on the enhanced Transformer.This model enhanced the traditional Transformer from two aspects of relative position and absolute position.It captured the direction information and distance information of the text using learnable relative position coding and mapped words from different positions to different feature spaces using absolute position coding.Experimental results show that, compared with the best benchmark model, the accuracy of the proposed model on Twitter15, Twitter16 and Weibo datasets is enhanced by 0.9%, 0.6% and 1.4%, respectively.Experimental results verify the effectiveness of the proposed location coding.And the enhanced Transformer based on location coding can significantly improve the effects of social media rumor detection.…”
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Deep Learning the Forecast of Galactic Cosmic-Ray Spectra by Yi-Lun Du, Xiaojian Song, Xi Luo

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COVID-19 PANDEMIC: STRENGTHENING THE IMMUNITY BY REENGINEERING AMONG MENTAL HEALTH TANGLES by Priyaranjan Maral, Deepa Punetha, Usha Kiran Subba

“…Thus, mental health and immunity can be restored by controlling the overwhelming thoughts, emotions, and actions of COVID-19 through the inculcation of life-savior techniques and the 4 M’s as a part of daily life. …”
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Research trends and hotspots in post-stroke speech rehabilitation: A bibliometric analysis by Nan Huang, Kang Zou, Fang Liu, Zhen Su, Long Chen, Yanbiao Zhong, Yun Luo, Maoyuan Wang, Li Xiao

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How COVID-19 pandemic affected physical activity and mental health interventions – A descriptive example of the Mental Health on the MOVE research project by Raquel Costa, Tânia Bastos, Paulo Lourenço, Rui Corredeira

“…Strategies to manage the pandemic spread of the virus have changed the daily behaviour of people worldwide, including people with diagnosis of severe mental disorders. …”
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Hubungan Status Pekerjaan Orang Tua Dengan Hasil Belajar Siswa by yetty hastiana, wulandari saputri, bellah septia

“…Meanwhile, the results of the daily tests from Muhammadiyah Middle School students have achieved KKM scores in science subjects, in class VII.6 there were 18 people (82%) and VII.7 there were 21 people (95%) for the 2021/2022 Academic Year. …”
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An Innovative Policy For Rural Development? Rethinking Barriers to Rural Communities Earning Their Living from Forests in Indonesia by Ahmad Maryudi

“…This policy shift toward community forestry in Indonesia shows an emerging signal on acknowledgement on the ability of local forest users to manage forest resources sustainably,and gives the people opportunities to benefit from the resources and eventually improve their daily life. …”
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Unveiling Disability Empowerment: Evaluating ICT Skill Enhancement Initiatives in Indonesia by Amri Dunan, Bambang Mudjiyanto, Karman, Djoko Walujo

“…It also identifies challenges in applying ICT skills in daily life, including barriers to employment and limited access to assistive technologies like Braille displays and hearing aids. …”
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“Baboons on the road again”: Survey of vehicle occupants on a road crossing a national park in Uganda by Jovia Nabuule, Fantine Benoit, Louise Robinet, Peter Isingoma, David Mwesigye Tumusiime, Harold Rugonge, Sabrina Krief, Odile Petit, Audrey Maille

“…In addition, we daily monitored the road sides to record leftovers of anthropogenic food and to census the vehicles passing by. …”
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Socialisation of student youth in social networks by T. Shcherban, O. Samoilov

“…In order to investigate the issues of socialisation of young people in social networks, the study used generalisation and analytical method. …”
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SOCIAL MEDIA AND DUAL CAREER PROMOTION FOR SPORTS HIGH SCHOOL STUDENTS by Onose Ionuț, Abalasei Beatrice Aurelia, Onose Raluca Mihaela

“…Because social media catalyzes the transmission of information between people, allowing them to amplify their voices and reach large audiences in fractions of a second and at no cost (Kocak &Kibris, 2022), it follows that social media is becoming an important factor in daily life. …”
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Effect of behavior modification combined with health belief model education on adherence to skin moisturizing care in patients with psoriasis vulgaris by Luping Tian, Yuhua Weng, Aiqing Xu, Yuefang Chen, Juping Tang

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Factors Affecting Negative Symptoms in Schizophrenia and Their Relationship with Anxiety and Depression by Zeng G, Liang R, Xiao L, Cao W, Zhou W, Wang W, Liu C, Zhou H, Shi X, Chen B, Chen W

“…Gang Zeng,1,2,* Rongyu Liang,2,3,* Lingxian Xiao,2,4,* Weiye Cao,5 Wenqing Zhou,2,6 Wen Wang,5 Cuixia Liu,2,7 Huarong Zhou,1,2 Xiaolei Shi,1,2 Ben Chen,1,2 Wanhua Chen2,4 1Geriatric Neuroscience Center, The Affiliated Brain Hospital, Guangzhou Medical University, Guangzhou, People’s Republic of China; 2Key Laboratory of Neurogenetics and Channelopathies of Guangdong Province and the Ministry of Education of China, Guangzhou Medical University, Guangzhou, People’s Republic of China; 3Department of Geriatric Psychiatry, The Affiliated Brain Hospital, Guangzhou Medical University, Guangzhou, People’s Republic of China; 4Department of Nursing, The Affiliated Brain Hospital, Guangzhou Medical University, Guangzhou, People’s Republic of China; 5School of Nursing, Guangzhou Medical University, Guangzhou, People’s Republic of China; 6Adult Psychiatry Department, The Affiliated Brain Hospital, Guangzhou Medical University, Guangzhou, People’s Republic of China; 7Chronic Psychiatry Department, The Affiliated Brain Hospital, Guangzhou Medical University, Guangzhou, People’s Republic of China*These authors contributed equally to this workCorrespondence: Wenqing Zhou, Adult Psychiatry Department, Affiliated Brain Hospital of Guangzhou Medical University, 36 mingXin Road, Liwan District, Guangzhou, People’s Republic of China, Tel +86 15918636953, Email 996459134@qq.com Weiye Cao, School of Nursing, Guangzhou Medical University, 195 Dongfeng West Road, Yuexiu District, Guangzhou, People’s Republic of China, Tel +86 13149399874, Email 1271932456@qq.comObjective: Negative symptoms significantly impair daily functioning and worsen clinical outcomes. …”
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Taking Time: A Mixed Methods Study of Parkinson’s Disease Caregiver Participation in Activities in Relation to Their Wellbeing by Lia Prado, Rebecca Hadley, Dawn Rose

“…Transcriptions of a focus group (two people with PD, two caregivers) and eight semistructured interviews (caregivers) were analysed using Grounded Theory (GT). …”
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Effects of Glucagon-Like Peptide-1 Receptor Agonists on Weight Loss in Patients with Type 2 Diabetes: A Systematic Review and Network Meta-Analysis by Feng Sun, Sanbao Chai, Lishi Li, Kai Yu, Zhirong Yang, Shanshan Wu, Yuan Zhang, Linong Ji, Siyan Zhan

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Biopsychosocial evaluation of patients with multiple sclerosis using a short set of categories of the international classification of functioning, disability and health, and its re... by D. Valadkevičienė, I. Žukauskaitė, D. Jatužis

“…The cross-sectional study involved 184 people with MS including 157 people who had applied to the Disability and Working Capacity Assessment Office under the Ministry of Social Security and Labour of the Republic of Lithuania (DWCAO) to determine their working capacity level and 27 people with MS who hadn’t yet applied to DWCAO. …”
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A single centre experience with clinical use of Neria™ Guard as mode of pain and distress management in the administration of emicizumab in children by Birkedal Maj Friberg

“…The introduction of emicizumab as prophylactic subcutaneous (SC) administered treatment for people with haemophilia A has revolutionised its treatment and care; SC injection and the infrequent treatment intervals that can be achieved with emicizumab reduces treatment burden and interference in daily life. …”
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"Die skurwe liefde om te besit": teologiese riglyne vir sake-etiek by L. O. K. Lategan

“… This article points out the importance of business ethics and the guidelines needed by Christian business people for participating in business activities. For this reason theological guidelines are provided for business activities. …”
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Identification of Critical Signature in Post‐Traumatic Stress Disorder Using Bioinformatics Analysis and in Vitro Analyses by Lifen Liu, Yang Liu, Rui Li, Yue Teng, Shuyang Zhao, Jinhong Chen, Changjiang Li, Xinyu Hu, Lin Sun

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Sleep problems were unrelated to social media use in the late COVID-19 pandemic phase: A cross-national study. by Tore Bonsaksen, Daicia Price, Gary Lamph, Isaac Kabelenga, Amy Østertun Geirdal

“…With adjustments for age, gender, employment, and psychological distress, more hours of daily social media use was not significantly associated with sleep problems. …”
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