Which country recorded the highest digital penetration in 2022-2023? by Aharon Kellerman

“…The 2023 data for Internet penetration, for the adoption of smartphones, as well as for the penetration levels for the leading networking platforms (Facebook, Twitter (X), WhatsApp, Instagram, and TikTok) all reveal similar trends: high penetration levels typified both developing and developed countries and small, and usually wealthy, countries achieved the highest penetration scores worldwide. …”
Get full text

Social Media Mining Toolkit (SMMT) by Ramya Tekumalla, Juan M. Banda

“…In PubMed alone, there have been nearly 2,500 publication entries since 2014 that deal with analyzing social media data from Twitter and Reddit. However, the vast majority of those works do not share their code or data for replicating their studies. …”
Get full text

The impact of the live broadcast of Stromae’s song L’enfer on social media publications, calls to the national helpline, and suicide attempt rates in France by Charles-Edouard Notredame, Chloé Saint-Dizier, Antoine Lamer, Erika Nogue, Emile Fares, Mohamed Lemdani, Guillauma Vaiva, Philippe Courtet, Emilie Olié

“…The show was immediately followed by a peak in tweets referring to the singer, while Twitter activity related to the 3114 remained modest. …”
Get full text

Penerapan SMOTE untuk Mengatasi Imbalance Class dalam Klasifikasi Kepribadian MBTI Menggunakan Naive Bayes Classifier by Mutiara Persada Pulungan, Andi Purnomo, Aliyah Kurniasih

“…Model Machine Learning dengan algoritma Naive Bayes Classifier sering digunakan untuk memprediksi kepribadian MBTI berdasarkan data Twitter. Namun, seringkali terjadi ketidakseimbangan kelas, dengan beberapa jenis kepribadian yang memiliki sampel lebih sedikit. …”
Get full text

Optimasi Weight AHP Menggunakan Genetic Algorithm untuk Rekomendasi Platform Media Sosial Sebagai Sarana Promosi Digital by Risqy Siwi Pradini, Mochammad Anshori, M. Syauqi Haris

“…Urutan rekomendasi platform media sosial sebagai sarana promosi yang dihasilkan penelitian ini adalah Facebook, Instagram, YouTube, Twitter, Pinterest, TikTok, dan LinkedIn. Urutan rekomendasi tersebut berhasil didapatkan dengan pendekatan optimasi weight Analytical Hierarchy Process (AHP) menggunakan Genetic Algorithm (GA) untuk rekomendasi platform media sosial sebagai sarana promosi digital. …”
Get full text

The Relationship Between Emotional and Other Factors in Information Diffusion by Shuhei Ippa, Takao Okubo, Masaki Hashimoto

“…Specifically, we obtain from X (formerly Twitter) the case that was fact-checked as disinformation in Japan and analyze the relationship between each factor in a time sequence using existing tools and methods. …”
Get full text

Connecting the American People: The Effects of New Modes of Communication during the American Presidential Campaign of 2020 by Louise Anglès d’Auriac

“…This study analyzes the notion of “the American people” on the Twitter accounts of Joe Biden (@JoeBiden) and Donald Trump (@realDonaldTrump) during their campaigns for the 2020 presidential elections. …”
Get full text

Exploring Coevolution of Emotional Contagion and Behavior for Microblog Sentiment Analysis: A Deep Learning Architecture by Qi Zhang, Zufan Zhang, Maobin Yang, Lianxiang Zhu

“…Finally, the experimental results on two real Twitter datasets demonstrate that the proposed MSA-UITC has advanced performance compared with the existing state-of-the-art methods.…”
Get full text

Video Game Engagement: A Passkey to the Intentions of Continue Playing, Purchasing Virtual Items, and Player Recruitment (3Ps) by null Laurence, Asep Hermawan, Innocentius Bernarto, Ferdi Antonio

“…Data collection comes from the results of distributing questionnaires to Twitter users with the self-reporting method. The amount of data processed was 370 respondents. …”
Get full text

Intentional Manipulations? A Further Analysis of Selected English-Yoruba Humorous Translations by Ibukunolu Isaac Olodude

“…The data for the study were some selected humorous translations obtained from the social media (WhatsApp and Twitter precisely). The posts, eleven in number, were tagged with the title ‘Translation 101’ and contained sentences in English language which were humorously translated some into the standard Yorùbá language and others into the Ibadan dialect of the Yorùbá language. …”
Get full text

Heterogeneous Graph Convolutional Network-Based Dynamic Rumor Detection on Social Media by Dingguo Yu, Yijie Zhou, Suiyu Zhang, Chang Liu

“…To evaluate the performance of our proposed HDGCN model, we have conducted extensive experiments on two real-world datasets from Twitter. The results of our proposed model have outperformed the mainstream model.…”
Get full text

Classification of User Expressions on Social Media Using LSTM and GRU Models by I Gede Putra Mas Yusadara, I Gusti Ayu Desi Saryanti

“…The dataset used is derived from Twitter social media and is available on Kaggle. It consists of two main columns: text and label, with the latter categorized into six groups. …”
Get full text

An Approach to the Rhetoric of Boebert and Díaz-Ayuso’s Political Tweets on X: A Corpus-Assisted Analysis by María Milagros del Saz Rubio

“…This article presents a corpus-assisted analysis of the rhetoric employed in the political tweets of Lauren Boebert and Isabel Díaz-Ayuso on the micro-blogging site X (formerly Twitter). This study adopts the analytical framework Appraisal Theory (Martin & White, 2005), to explore how these politicians utilize negativity as a strategic tool to discredit and weaken their adversaries. …”
Get full text

Whatsapp Addiction Affecting Students at Politeknik Sultan Mizan Zainal Abidin by Noor Rulhanim Binti Mohamad Ariffin, Norhafiza Binti Idris

“…The existence of various social sites like Facebook, Twitter, Instagram and WhatsApp as medium to communicate became widely used because the internet is accessible to anyone regardless of place and time. …”
Get full text

Exploring socioeconomic concerns in Italian social media discourse on migration: A sentiment analysis of X posts by Indelicato Alessandro, Martín Juan Carlos, Di Rocco Rossella Maria Pia, Marinello Vincenzo

“…Social media platforms, particularly Twitter (now X), have transformed into significant arenas for public debate on immigration, showcasing a diverse spectrum of opinions and emotions. …”
Get full text

Perception of the filmed urban space: an analysis of the imaginaries of Madrid constructed through series and social networks by Diego Antonio Barrado-Timon, Carmen Hidalgo-Giralt, Antonio Palacios-García, Héctor Ochoa-Ortiz, Miguel Sevilla-Callejo

“…In this context, and taking the city of Madrid as a reference, this work proposes a line of research wherein analysis of the relationships between geographical and audiovisual spaces through cultural and tourist use unites the representation of both, by way of social networks (specifically, Twitter). As regards methodology, an ‘application programming interface’ has been designed which permits the download of a sample of tweets useful for both quantitative and qualitative analysis. …”
Get full text

A Metaphorical Approach to Developing Behavior Within the Context of the Covid-19 Pandemic by Ceren Yegen, Arthur Berger

“…In the study, a social network analysis was also conducted tounderstand the appearance and interaction status of the pandemic in social networks, and the networks‘#evdekal’ (stay at home) and ‘#hayatevesigar’ (life fits into the home) on Twitter were examined. The resultsof the social network analysis show that the course of the pandemic did not arouse public reaction (inthe scope of the analysis period). …”
Get full text

The use of South African languages by youth on social media by Carol Lesame, Edgar Malatji

“…The findings indicated that the majority of the youth do not prefer to use their African mother tongue languages to communicate on Twitter and Facebook but chat in the English language on those forums. …”
Get full text