Article
Public, Environmental & Occupational Health
Faisal A. A. Nawaz, Mehr Muhamad Adeel Riaz, Christos Tsagkaris, Umme H. H. Faisal, Elisabeth Klager, Maria Kletecka-Pulker, Oliver Kimberger, Harald Willschke, Nagina Khan, Meshal A. A. Sultan, Atanas G. G. Atanasov
Summary: This study evaluates the impact of tweets related to psychiatry using the hashtag #PsychTwitter. The results show that #PsychTwitter generated 125,297 tweets shared by 40,058 Twitter users, with a total of 492,565,230 impressions. The most active contributors were doctors, advocacy organizations, and researchers/academics. The top countries for tweets with #PsychTwitter were the United States, the United Kingdom, Canada, India, and Australia, indicating that Twitter is a widely used platform for mental health discussions.
FRONTIERS IN PUBLIC HEALTH
(2023)
Article
Public, Environmental & Occupational Health
Faisal A. Nawaz, Austin A. Barr, Monali Y. Desai, Christos Tsagkaris, Romil Singh, Elisabeth Klager, Fabian Eibensteiner, Emil D. Parvanov, Mojca Hribersek, Maria Kletecka-Pulker, Harald Willschke, Atanas G. Atanasov
Summary: AI has the potential to reshape medical practice and healthcare delivery. Online discussions on this topic are increasing, but many practitioners and medical students have limited understanding of AI. To promote research and resources on the intersection of AI and medicine, a Twitter-based campaign using the hashtag #MedTwitterAI was created. The analysis of tweets with the hashtag revealed significant interest and engagement from a diverse and global audience, demonstrating the effectiveness of hashtags in raising awareness and facilitating knowledge-sharing.
FRONTIERS IN PUBLIC HEALTH
(2022)
Article
Communication
Saki Mizoroki, Limor Shifman, Kaori Hayashi
Summary: In 2017, the MeToo hashtag spread globally, but it had limited success in Japan where it inspired local initiatives such as #WeToo and #Furawademo (flower demo). Our analysis of interviews with Japanese social media users and newspaper articles suggests that perceived Japanese values, the gendered and sexual nature of the topic, and media affordances explain the local development of the movement. The clash between perceived Japanese values and #MeToo-associated values is softened by blending new formulations that include values like reserve and harmony.
NEW MEDIA & SOCIETY
(2023)
Article
Plant Sciences
Rajeev K. Singla, Ronita De, Thomas Efferth, Bruno Mezzetti, Md Sahab Uddin, Sanusi, Fidele Ntie-Kang, Dongdong Wang, Fabien Schultz, Kiran R. Kharat, Hari Prasad Devkota, Maurizio Battino, Daniel Sur, Ronan Lordan, Sourav S. Patnaik, Christos Tsagkaris, Chandragiri Siva Sai, Surya Kant Tripathi, Mihnea-Alexandru Gaman, Mosa E. O. Ahmed, Elena Gonzalez-Burgos, Smith B. Babiaka, Shravan Kumar Paswan, Joy Ifunanya Odimegwu, Faizan Akram, Jesus Simal-Gandara, Magali S. Urquiza, Aleksei Tikhonov, Himel Mondal, Shailja Singla, Sara Di Lonardo, Eoghan J. Mulholland, Merisa Cenanovic, Abdulkadir Yusif Maigoro, Francesca Giampieri, Soojin Lee, Nikolay T. Tzvetkov, Anna Maria Louka, Pritt Verma, Hitesh Chopra, Scarlett Perez Olea, Johra Khan, Jose M. Alvarez Suarez, Xiaonan Zheng, Michal Tomczyk, Manoj Kumar Sabnani, Christhian Delfino Villanueva Medina, Garba M. Khalid, Hemanth Kumar Boyina, Milen Georgiev, Claudiu T. Supuran, Eduardo Sobarzo-Sanchez, Tai-Ping Fan, Valeria Pittala, Antoni Sureda, Nady Braidy, Gian Luigi Russo, Rosa Anna Vacca, Maciej Banach, Gerard Lizard, Amira Zarrouk, Sonia Hammami, Ilkay Erdogan Orhan, Bharat B. Aggarwal, George Perry, Mark J. S. Miller, Michael Heinrich, Anupam Bishayee, Anake Kijjoa, Nicolas Arkells, David Bredt, Michael Wink, Bernd L. Fiebich, Gangarapu Kiran, Andy Wai Kan Yeung, Girish Kumar Gupta, Antonello Santini, Massimo Lucarini, Alessandra Durazzo, Amr El-Demerdash, Albena T. Dinkova-Kostova, Alejandro Cifuentes, Eliana B. Souto, Muhammad Asim Masoom Zubair, Pravin Badhe, Javier Echeverria, Jaroslaw Olav Horbanczuk, Olaf K. Horbanczuk, Helen Sheridan, Sadeeq Muhammad Sheshe, Anna Maria Witkowska, Ibrahim M. Abu-Reidah, Muhammad Riaz, Hammad Ullah, Akolade R. Oladipupo, Victor Lopez, Neeraj Kumar Sethiya, Bhupal Govinda Shrestha, Palaniyandi Ravanan, Subash Chandra Gupta, Qushmua E. Alzahrani, Preethidan Dama Sreedhar, Jianbo Xiao, Mohammad Amin Moosavi, Parasuraman Aiya Subramani, Amit Kumar Singh, Ananda Kumar Chettupalli, Jayanta Kumar Patra, Gopal Singh, Tomasz M. Karpinski, Fuad Al-Rimawi, Rambod Abiri, Atallah F. Ahmed, Davide Barreca, Sharad Vats, Said Amrani, Carmela Fimognari, Andrei Mocan, Lucian Hritcu, Prabhakar Semwal, Md Shiblur Rahaman, Mila Emerald, Akinleye Stephen Akinrinde, Abhilasha Singh, Ashima Joshi, Tanuj Joshi, Shafaat Yar Khan, Gareeballah Osman Adam Balla, Aiping Lu, Sandeep Ramchandra Pai, Imen Ghzaiel, Niyazi Acar, Nour Eddine Es-Safi, Gokhan Zengin, Azazahemad A. Kureshi, Arvind Kumar Sharma, Bikash Baral, Neeraj Rani, Philippe Jeandet, Monica Gulati, Bhupinder Kapoor, Yugal Kishore Mohanta, Zahra Emam-Djomeh, Raphael Onuku, Jennifer R. Depew, Omar M. Atrooz, Bey Hing Goh, Jose Carlos Andrade, Bikramjit Konwar, V. J. Shine, Joao Miguel Lousa Dias Ferreira, Jamil Ahmad, Vivek K. Chaturvedi, Krystyna Skalicka-Wozniak, Rohit Sharma, Rupesh K. Gautam, Sebastian Granica, Salvatore Parisi, Rishabh Kumar, Atanas G. Atanasov, Bairong Shen
Summary: The development of digital technologies and open innovation approaches has enabled the creation of virtual organizations and enterprises. The International Natural Product Sciences Taskforce (INPST) is an open innovation platform that brings together individuals and organizations interested in natural product scientific research. This study presents an overview of INPST activities and showcases the use of Twitter as a powerful networking tool, demonstrated through the 2021 INPST Twitter Networking Event.
Article
Communication
Paul Reilly, Stefania Vicari
Summary: Twitter hashtags like #PorteOuverte facilitate information sharing and solidarity during crisis events, with professional journalists playing a key role in broadcasting information and connecting affected individuals. The case study shows how social media users also act as gatekeepers in monitoring and disseminating information following a crisis.
SOCIAL MEDIA + SOCIETY
(2021)
Article
Computer Science, Artificial Intelligence
Renfeng Ma, Xipeng Qiu, Qi Zhang, Xiangkun Hu, Yu-Gang Jiang, Xuanjing Huang
Summary: This study proposes a novel co-attention memory network to address the task of recommending hashtags for microblogs by reinterpreting the task as a matching problem, overcoming the limitations of traditional multi-class classification methods in handling new hashtags. Experimental results show that this method outperforms the current state-of-the-art methods on a Twitter dataset.
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
(2021)
Article
Computer Science, Artificial Intelligence
Qianren Mao, Xi Li, Bang Liu, Shu Guo, Peng Hao, Jianxin Li, Lihong Wang
Summary: This paper proposes an improved Transformer-based generation model with a segments-selection procedure to generate more condensed hashtags by modeling different textual granularity on global text, local segments, and tokens. Extensive evaluations show significant improvements in extraction and generation baselines.
KNOWLEDGE-BASED SYSTEMS
(2022)
Article
Gastroenterology & Hepatology
Jeffrey Lazarus, Christine Kakalou, Adam Palayew, Christina Karamanidou, Christos Maramis, Pantelis Natsiavas, Camila A. Picchio, Marcela Villota-Rivas, Shira Zelber-Sagi, Patrizia Carrieri
Summary: Most tweets about NAFLD/NASH on Twitter indicated an unmet need for information and showed no clear signs of stigma. However, tweets related to obesity were mainly negative in content, highlighting the need for stigma-reducing interventions in social media.
LIVER INTERNATIONAL
(2021)
Article
Communication
Michael L. Naraine, Ann Pegoraro, Henry Wear
Summary: The use of hashtags is a crucial strategy in digital marketing, facilitating meaningful conversations and helping brands understand and target key user segments. In the case of the Toronto Raptors' #WeTheNorth campaign, insights gained highlighted the communication networks and user segments formed through the hashtag, providing valuable information for future marketing efforts in developing fan communities for sports brands.
COMMUNICATION & SPORT
(2021)
Article
Multidisciplinary Sciences
Yichang Gao, Fengming Liu, Lei Gao
Summary: In recent years, short videos have become a critical source of information. However, excessive use of algorithmic technology by short video platforms has led to intensified group polarization and the formation of homogeneous echo chambers. These echo chambers can contribute to the spread of misleading information, false news, or rumors, which have detrimental social impacts. This paper investigates the echo chamber effects on three popular short video platforms and explores the influence of user features on the formation of echo chambers.
SCIENTIFIC REPORTS
(2023)
Article
Obstetrics & Gynecology
Abigail Davenport, Elizabeth Hoang, Nicholas Hazen, Elizabeth Brunn, Rosanne Kho, Mireille D. Truong, Cheryl B. Iglesia
Summary: This study aimed to create an ontology specific to MIGS based on Twitter usage over the past two years, which may lead to more effective communication on social media.
JOURNAL OF MINIMALLY INVASIVE GYNECOLOGY
(2021)
Article
Multidisciplinary Sciences
Ross J. Schuchard, Andrew T. Crooks
Summary: Current social bot detection efforts vary widely in their design and performance characteristics, and must incorporate multiple detection sources to adapt to the constantly evolving complexity of bots.
Article
Anesthesiology
Lynsey Downing, Edward R. R. Mariano, Alex Kou, Clyde Matava
Summary: This study describes the distribution and patterns of tweets and contributors using the #pedsanes hashtag worldwide. It reveals the widespread and increasing use of social media and the #pedsanes hashtag within the pediatric anesthesia and medical community over time. Rating: 7/10
PEDIATRIC ANESTHESIA
(2023)
Article
Computer Science, Information Systems
Yiwei Zhang, Xueting Wang, Toshihiko Yamasaki
Summary: In the age of social media, brands allocate a significant portion of their budget to social media marketing in order to promote their products. Identifying potential followers for brands has become a lucrative business opportunity. Moreover, recommending influential accounts to ordinary users can assist them in discovering content aligned with their interests. Therefore, matching influential accounts with ordinary users is crucial for effective marketing.
MULTIMEDIA TOOLS AND APPLICATIONS
(2023)
Article
Medical Laboratory Technology
Hans Magne Hamnvag, Austin McHenry, Aadil Ahmed, Levent Trabzonlu, Christina A. Arnold, Kamran M. Mirza
Summary: The study found that using Twitter during pathology electives can be beneficial for medical students in increasing medical knowledge, networking, and professional development. Analysis of retweets and impressions confirmed the networking potential of Twitter among medical students and other users in the pathology field.
ARCHIVES OF PATHOLOGY & LABORATORY MEDICINE
(2021)