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Articles 1 - 30 of 139

Full-Text Articles in Communication Technology and New Media

Misplay Or Malice? Players’ Interpretations Of Poor Gameplay In Competitive Team-Based Multiplayer Online Games, Valerie Yu, Benjamin H. Detenber, Sonny Rosenthal Aug 2026

Misplay Or Malice? Players’ Interpretations Of Poor Gameplay In Competitive Team-Based Multiplayer Online Games, Valerie Yu, Benjamin H. Detenber, Sonny Rosenthal

Research Collection College of Integrative Studies

Research on perceptions of gaming toxicity has focused on its verbal forms, while gameplay-related forms remain relatively understudied. Furthermore, assessments of gameplay actions as toxic may depend on situational considerations. The present study used a controlled experiment to examine player interpretations of gameplay sabotage using pre-recorded gameplay scenarios from the game, League of Legends. We found that the presence of gameplay sabotage elicited stronger negative emotions and triggered greater player-reported intentions to retaliate and correct the offending player than in comparable instances of unintentional poor gameplay. Further exploratory analyses suggested that participants rated poor gameplay as less acceptable in more …


Socio-Economic Dynamics Of Engagement And Incentivization In Emerging Digital Platforms, Danyang Song Jul 2025

Socio-Economic Dynamics Of Engagement And Incentivization In Emerging Digital Platforms, Danyang Song

Dissertations and Theses Collection (Open Access)

The rapid advancement of digital technology—particularly mobile and blockchain technologies—has fueled the unprecedented growth of online platforms. Among these, live commerce and blockchain-based social media have emerged as two distinct business models that profoundly shape both commercial and social aspects of people’s lives. E-commerce livestreaming integrates live video streaming with e-commerce, offering consumers real-time product information and interactive shopping experiences. Different from traditional social media platforms that rely on either voluntary contributions or ad revenue sharing to incentivize user participation, blockchain-based social media platforms often use cryptocurrency or tokens to reward users for creating and curating content. This dissertation investigates …


The Experiential Value Of Gambling In F2p Gamespaces, Orlando Woods Jun 2025

The Experiential Value Of Gambling In F2p Gamespaces, Orlando Woods

Research Collection College of Integrative Studies

This article explores the experiential value of gambling within free-to-play (f2p) gamespaces. In doing so, it offers a more balanced understanding of the gambling/gaming interplay. Whilst existing understandings tend to focus on the assumedly predatory monetisation techniques that players are subjected to by game developers, I instead argue that a logic of gambling is integral to the f2p experience economy of Asian players. Drawing on an analysis of in-depth interviews with Singapore-based game players/developers, I show how the virtual items and worlds that players engage with through f2p gamespaces are imbued with experiential value, whilst developers leverage the volumes of …


Computer Use Frequency And Cardiovascular Health In Middle-Aged And Older Adults, Meilan Hu, Shu Fen Diong, K. T. A. Sandeeshwara Kasturiratna, Andree Hartanto Dec 2024

Computer Use Frequency And Cardiovascular Health In Middle-Aged And Older Adults, Meilan Hu, Shu Fen Diong, K. T. A. Sandeeshwara Kasturiratna, Andree Hartanto

Research Collection School of Social Sciences

With increased computer usage amongst midlife and older adults, concerns are emerging with regards to the potential adverse health effects of computer use given the sedentary habits it may encourage. The current study aims to investigate the relationship between computer use and cardiovascular risk in midlife and older adults. From the National Survey of Midlife Development in the United States II: Biomarker Project (2004–2009) and the National Survey of Midlife Development in the United States (MIDUS II), 2004–2006, we examined five cardiovascular risk biomarkers—high-density lipoprotein (HDL) cholesterol, low-density lipoprotein (LDL) cholesterol, triglycerides, interleukin-6, and C-reactive protein—in relation to self-reported general …


Digital India, Rajendra Srivastava, Vijay Shankar S, Aman Rajeev Kulkarni Nov 2024

Digital India, Rajendra Srivastava, Vijay Shankar S, Aman Rajeev Kulkarni

Asian Management Insights

At the heart of India’s ongoing digital transformation lies a ‘perfect storm’ of pivotal elements: a robust telecom industry, groundbreaking digital technologies, an evolving payments ecosystem, and widespread smartphone adoption. Together, these elements have redefined connectivity, communication, and financial transactions, positioning India as a leader in the digital age.


Reachability-Aware Fair Influence Maximization, Wenyue Ma, Maximilian K. Egger, Andreas Pavlogiannis, Yuchen Li, Panagiotis Karras Aug 2024

Reachability-Aware Fair Influence Maximization, Wenyue Ma, Maximilian K. Egger, Andreas Pavlogiannis, Yuchen Li, Panagiotis Karras

Research Collection School Of Computing and Information Systems

How can we ensure that an information dissemination campaign reaches every corner of society and also achieves high overall reach? The problem of maximizing the spread of influence over a social network has commonly been considered with an aggregate objective. Less attention has been paid to achieving equality of opportunity, reducing information barriers, and ensuring that everyone in the network has a fair chance to be reached. To that end, the fairness objective aims to maximize the minimum probability of reaching an individual. To address this inapproximable problem, past research has proposed heuristics, which, however, perform less well when the …


Understanding And Fighting Scams: Media, Language, Appeals And Effects, Shuhua Zhou, Xiao Fan Liu, Fiona Fui-Hoon Nah, S. Harrison, X. Zhang, S. Zhen, D. Yeung, J. Hsiao, R. Lc, A. Chan, X. Wang, C. Jiang, F. Lin, J. Li, A. Wong, L. Chan, B. George, P. Li Jul 2024

Understanding And Fighting Scams: Media, Language, Appeals And Effects, Shuhua Zhou, Xiao Fan Liu, Fiona Fui-Hoon Nah, S. Harrison, X. Zhang, S. Zhen, D. Yeung, J. Hsiao, R. Lc, A. Chan, X. Wang, C. Jiang, F. Lin, J. Li, A. Wong, L. Chan, B. George, P. Li

Research Collection School Of Computing and Information Systems

Scams are fraudulent activities aiming to deceive individuals into relinquishing money, property, or rights, and they have proliferated in the context of widespread misinformation and disinformation. In this paper, we propose strategies and a research plan to address key questions about the exploitation of new communication technologies by scammers, the prevalence and nature of different scam types, and the language characteristics and appeals used in scamming content. We aim to develop a comprehensive taxonomy of scams and identify factors that contribute to their persuasiveness. Additionally, we propose the use of advanced technologies, including artificial intelligence, physiological measures, and brain mapping, …


Does The Use Of Media And Other Information Sources Cause The Perceived Experience Of Climate Change Or Is It The Other Way Around?, Sonny Rosenthal, Pengya Ai Apr 2024

Does The Use Of Media And Other Information Sources Cause The Perceived Experience Of Climate Change Or Is It The Other Way Around?, Sonny Rosenthal, Pengya Ai

Research Collection College of Integrative Studies

The perceived experience of climate change can be an important motivator of individual climate action. Recent scholarship argued that the use of media and other information sources is a basis of perceived experience. The current study analyzed a cross-lagged panel model to know if the use of information causes perceived experience or vice versa. Analysis of longitudinal data from a sample of Singapore residents (N = 466) showed that the use of traditional media, but not social media or interpersonal sources, explained change in perceived experience. In contrast, perceived experience explained change in the use of traditional media and interpersonal …


The Affective Embeddings Of Gacha Games: Aesthetic Assemblages And The Mediated Expression Of The Self, Orlando Woods Feb 2024

The Affective Embeddings Of Gacha Games: Aesthetic Assemblages And The Mediated Expression Of The Self, Orlando Woods

Research Collection School of Social Sciences

This paper argues that the motivations for investing money in gacha games can be a function of the affective embedding of players within the game, and the game within broader circuits of cultural affinity and appeal. Whilst research on gacha games – and the specific role of loot boxes therein – has emphasised their associations with gambling, I contend that affect is another trigger that can motivate seemingly irrational playing behaviours. The affective embeddings of gacha games motivate players to curate aesthetic assemblages of virtual content that enable the mediated expression of the self. Drawing on qualitative data generated amongst …


Regulating Online Hate Speech: The Singapore Experiment, Siyuan Chen Feb 2024

Regulating Online Hate Speech: The Singapore Experiment, Siyuan Chen

Research Collection Yong Pung How School Of Law

In Singapore, the introduction of the Protection from Online Falsehoods and Manipulation Act 2019 (POFMA) generated considerable debate and feedback. One of the main concerns was whether the law would unduly restrict the freedom of expression. In focusing on the provisions of POFMA that could possibly apply to hate speech, this paper situates the criticisms within the larger framework of international human rights law and international practices and proposes some ways forward to improve the regulatory framework for online hate speech.


Men Are From Mars And Women Are From Venus: Dyadic Collaboration In The Metaverse, Shu Schiller, Fiona Fui-Hoon Nah, Andy Luse, Keng Siau Feb 2024

Men Are From Mars And Women Are From Venus: Dyadic Collaboration In The Metaverse, Shu Schiller, Fiona Fui-Hoon Nah, Andy Luse, Keng Siau

Research Collection School Of Computing and Information Systems

Purpose: The gender composition of teams remains an important yet complex element in unlocking the success of collaboration and performance in the metaverse. In this study, the authors examined the collaborations of same- and mixed-gender dyads to investigate how gender composition influences perceptions of the dyadic collaboration process and outcomes at both the individual and team levels in the metaverse. Design/methodology/approach: Drawing on expectation states theory and social role theory, the authors hypothesized differences between dyads of different gender compositions. A blocked design was utilized where 432 subjects were randomly assigned to teams of different gender compositions: 101 male dyads, …


Educational Technologies And Assessment Practices: Evolution And Emerging Research Gaps, Lim Ming Soon Tristan, Gottipati Swapna, Michelle L. F. Cheong Jan 2024

Educational Technologies And Assessment Practices: Evolution And Emerging Research Gaps, Lim Ming Soon Tristan, Gottipati Swapna, Michelle L. F. Cheong

Research Collection School Of Computing and Information Systems

This chapter examines the integration and trajectory of ubiquitous, adaptive, and immersive technologies in educational assessments, based upon qualitative predictions from Horizon Report and quantitative bibliometric analysis. Through network analysis, the authors identified key educational technological trends and their interconnectedness within the academic domain. These findings underscored the ascendance of adaptive assessments for personalized real-time feedback, the role of virtual immersive assessments adding layers of complexity, variability, and adaptability that a physical environment might not offer, and the pervasive reach of ubiquitous assessments in crafting contextually anchored evaluations. Grounded in pedagogical underpinnings, the chapter presents pressing research gaps, theoretical and …


The Effect Of Mere Presence Of Smartphone On Cognitive Functions: A Four-Level Meta-Analysis, Andree Hartanto, Verity Y. Q. Lua, K. T. A. Sandeeshwara Kasturiratna, Paye Shin Koh, Germaine Y. Q. Tng, Manmeet Kaur, Frosch Y. X. Quek, Jonathan L. Chia, Nadyanna M. Majeed Jan 2024

The Effect Of Mere Presence Of Smartphone On Cognitive Functions: A Four-Level Meta-Analysis, Andree Hartanto, Verity Y. Q. Lua, K. T. A. Sandeeshwara Kasturiratna, Paye Shin Koh, Germaine Y. Q. Tng, Manmeet Kaur, Frosch Y. X. Quek, Jonathan L. Chia, Nadyanna M. Majeed

Research Collection School of Social Sciences

As smartphones have become portable and immersive devices that afford social, informational, and recreational conveniences unbounded by physical restrictions, most daily activities have become closely intertwined with the presence of smartphones. This constant presence of smartphones in daily activities, however, may be concerning as some studies have suggested that smartphones—even their mere presence—can be distracting and can impair cognitive outcomes. However, such findings have not been consistently observed. To reconcile mixed findings, the current meta-analysis synthesized 166 effect sizes drawn from 53 samples and 33 studies including 4,368 participants on the effect of mere presence of smartphone on cognitive functions. …


Experiences Of Autistic Twitch Livestreamers: “I Have Made Easily The Most Meaningful And Impactful Relationships”, Terrance Mok, Anthony Tang, Adam Mccrimmon, Lora Oehlberg Oct 2023

Experiences Of Autistic Twitch Livestreamers: “I Have Made Easily The Most Meaningful And Impactful Relationships”, Terrance Mok, Anthony Tang, Adam Mccrimmon, Lora Oehlberg

Research Collection School Of Computing and Information Systems

We present perspectives from 10 autistic Twitch streamers regarding their experiences as livestreamers and how autism uniquely colors their experiences. Livestreaming offers a social online experience distinct from in-person, face-to-face communication, where autistic people tend to encounter challenges. Our reflexive thematic analysis of interviews with 10 participants showcases autistic livestreamers’ perspectives in their own words. Our findings center on the importance of having streamers establishing connections with other, sharing autistic identities, controlling a space for social interaction, personal growth, and accessibility challenges. In our discussion, we highlight the crucial value of having a medium for autistic representation, as well as …


Acceptance Of Communication Technology, Emotional Support And Subjective Well-Being For Chinese Older Adults Living Alone During Covid-19: A Moderated Mediation Model, Ze Ling Nai, Woan Shin Tan, William Tov Sep 2023

Acceptance Of Communication Technology, Emotional Support And Subjective Well-Being For Chinese Older Adults Living Alone During Covid-19: A Moderated Mediation Model, Ze Ling Nai, Woan Shin Tan, William Tov

Research Collection School of Social Sciences

Stringent social distancing measures implemented to control the spread of COVID-19 affected older adults living alone by limiting their social interaction beyond their households. During these restrictions, interactions beyond the household could be facilitated by communication technology (CT) such as voice calls, instant messages. Our study provides evidence on how CT acceptance could influence the emotional support and in turn, subjective well-being (SWB) of older adults living alone. We did a cross-sectional survey with 293 community-dwelling Chinese older adults. Participants were surveyed from September to November 2020 and had completed measures on CT acceptance (competency), emotional support, and SWB. PROCESS …


With Generative Ai, Do We Still Need Unis?, Lily Kong, Sun Sun Lim May 2023

With Generative Ai, Do We Still Need Unis?, Lily Kong, Sun Sun Lim

Research Collection School of Social Sciences

In a commentary, SMU President Professor Lily Kong and SMU Vice President of Partnerships and Engagement and Professor of Communication & Technology Lim Sun Sun discussed why there is a need for universities even as generative artificial intelligence (AI) may increasingly cause job displacement. They believe a university education can make all the difference in a world infused with innovations like generative AI, as it allows people to hone their human instincts and people skills to augment the rich substantive knowledge they will acquire. They also shared how universities, with their diverse and stimulating learning environments, can prepare individuals for …


Digital Literacy Among Older Adults In Singapore, Mindy Eiko Tadai, Micah Tan May 2023

Digital Literacy Among Older Adults In Singapore, Mindy Eiko Tadai, Micah Tan

ROSA Research Briefs

Singapore stands as the fourth most digitally competitive country, after Denmark, USA, and Sweden, in the latest edition of the IMD World Digital Competitiveness Ranking (IMD World Competitiveness Center, 2022). This global ranking measures the capacities of 63 nations to adopt and explore digitally transformative practices across government, industry, and wider society. Among households in Singapore, an astounding 99% have Internet access and 92% have computer access (Infocomm Media Development Authority, 2023). Even within the eldest surveyed cohort, proportions of smartphone usage have risen from 28% in 2017 to 48% in 2021 among resident Singaporeans aged 75 and above, and …


Helping Asia’S Elderly To Become Digital Citizens, Wee-Kiat Lim Mar 2023

Helping Asia’S Elderly To Become Digital Citizens, Wee-Kiat Lim

Asian Management Insights

This needs an urgent ‘whole-of-society’ approach.


Digitalisation Touches Everything, Havovi Joshi Mar 2023

Digitalisation Touches Everything, Havovi Joshi

Asian Management Insights

Digitalisation touches everything


Social Media: Enabling Touchpoints Beyond Advertising, Kapil R. Tuli, Sheetal Bhardwaj Mar 2023

Social Media: Enabling Touchpoints Beyond Advertising, Kapil R. Tuli, Sheetal Bhardwaj

Asian Management Insights

An effective customer service platform and a strategic communication channel.


Investment And Risk Management With Online News And Heterogeneous Networks, Meng Kiat Gary Ang, Ee-Peng Lim Mar 2023

Investment And Risk Management With Online News And Heterogeneous Networks, Meng Kiat Gary Ang, Ee-Peng Lim

Research Collection School Of Computing and Information Systems

Stock price movements in financial markets are influenced by large volumes of news from diverse sources on the web, e.g., online news outlets, blogs, social media. Extracting useful information from online news for financial tasks, e.g., forecasting stock returns or risks, is, however, challenging due to the low signal-to-noise ratios of such online information. Assessing the relevance of each news article to the price movements of individual stocks is also difficult, even for human experts. In this article, we propose the Guided Global-Local Attention-based Multimodal Heterogeneous Network (GLAM) model, which comprises novel attention-based mechanisms for multimodal sequential and graph encoding, …


Smartphone Use And Daily Cognitive Failures: A Critical Examination Using A Daily Diary Approach With Objective Smartphone Measures, Andree Hartanto, Kristine Y. X. Lee, Yi Jing Chua, Frosch Y. X. Quek, Nadyannam M. Majeed Feb 2023

Smartphone Use And Daily Cognitive Failures: A Critical Examination Using A Daily Diary Approach With Objective Smartphone Measures, Andree Hartanto, Kristine Y. X. Lee, Yi Jing Chua, Frosch Y. X. Quek, Nadyannam M. Majeed

Research Collection School of Social Sciences

While smartphones have brought many benefits and conveniences to users, there is continuing debate regarding their potential negative consequences on everyday cognition such as daily cognitive failures. A few cross-sectional studies have found positive associations between smartphone use and cognitive failures. However, several research gaps remain, such as the use of cross-sectional designs, confounds related to stable individual differences, the lack of validity in self-report measures of smartphone use, memory biases in retrospective self-reports, and the lack of differentiation between smartphone checking and smartphone screen time. To simultaneously address the aforementioned shortcomings, the current study examined the within-person associations between …


A Narrative Review Of Screen Time And Wellbeing Among Adolescents Before And During The Covid-19 Pandemic: Implications For The Future, Verity Yu Qing Lua, Terence B. K. Chua, Michael Y. H. Chia Feb 2023

A Narrative Review Of Screen Time And Wellbeing Among Adolescents Before And During The Covid-19 Pandemic: Implications For The Future, Verity Yu Qing Lua, Terence B. K. Chua, Michael Y. H. Chia

Research Collection School of Social Sciences

The COVID-19 pandemic has disrupted the lives of many. In particular, during the height of the pandemic, many experienced lockdowns, which in turn increased screen time drastically. While the pandemic has been declared an endemic and most activities have been reinstated, there appears to still be elevated screen time among adolescents due to poor habits formed during the pandemic lockdowns. This paper explores the factors by which screen time affects well-being among adolescents and how the pandemic may have influenced some of these factors. For example, beyond having greater screen time, many adolescents have also reduced their physical activities and …


Investigating Toxicity Changes Of Cross-Community Redditors From 2 Billion Posts And Comments, Hind Almerekhi, Haewoon Kwak, Bernard J. Jansen Aug 2022

Investigating Toxicity Changes Of Cross-Community Redditors From 2 Billion Posts And Comments, Hind Almerekhi, Haewoon Kwak, Bernard J. Jansen

Research Collection School Of Computing and Information Systems

This research investigates changes in online behavior of users who publish in multiple communities on Reddit by measuring their toxicity at two levels. With the aid of crowdsourcing, we built a labeled dataset of 10,083 Reddit comments, then used the dataset to train and fine-tune a Bidirectional Encoder Representations from Transformers (BERT) neural network model. The model predicted the toxicity levels of 87,376,912 posts from 577,835 users and 2,205,581,786 comments from 890,913 users on Reddit over 16 years, from 2005 to 2020. This study utilized the toxicity levels of user content to identify toxicity changes by the user within the …


How Do Information Specialists Keep Up To Date?, Aaron Tay Jun 2022

How Do Information Specialists Keep Up To Date?, Aaron Tay

Research Collection Library

The working environment of information specialists is undergoing profound changes. This is primarily due to rapid advances in digitalization and automation. New databases are being set up or new functions added to established databases. At the same time, data processing and analysis have reached a new level (e.g. through machine learning). In addition, many new software tools to support daily work are being developed. But how do information specialists find out about new developments and assess the practical suitability of new tools?

Nowadays, an abundance of information on new developments in information retrieval can be found on the Internet. In …


Communicative Strategies For Building Public Confidence In Data Governance: Analyzing Singapore's Covid-19 Contact-Tracing Initiatives, Gordon Kuo Siong Tan, Sun Sun Lim Jun 2022

Communicative Strategies For Building Public Confidence In Data Governance: Analyzing Singapore's Covid-19 Contact-Tracing Initiatives, Gordon Kuo Siong Tan, Sun Sun Lim

Research Collection College of Integrative Studies

Effective social data governance rests on a bedrock of social support. Without securing trust from the populace whose information is being collected, analyzed, and deployed, policies on which such data are based will be undermined by a lack of public confidence. The COVID-19 pandemic has accelerated digitalization and datafication by governments for the purposes of contact tracing and epidemiological investigation. However, concerns about surveillance and data privacy have stunted the adoption of such contact-tracing initiatives. This commentary analyzes Singapore's contact-tracing initiative to uncover the reasons for public resistance and efforts by the state to address them. The government's contact-tracing program …


Balancing Learning And Enjoyment In Serious Games: Kerbal Space Program And The Communication Mediation Model, Sonny Rosenthal, Rabindra A. Ratan Jun 2022

Balancing Learning And Enjoyment In Serious Games: Kerbal Space Program And The Communication Mediation Model, Sonny Rosenthal, Rabindra A. Ratan

Research Collection College of Integrative Studies

When designed well, serious games can support effective learning. This study used the communication mediation model to examine the process and outcomes of playing serious games, in this case, the science-themed game, Kerbal Space Program. During a 4-h research session, 241 undergraduate students played through the game's tutorial missions and completed surveys to measure variables of interest. Results of structural equation modeling showed that game progress was positively related to self-efficacy in computer gaming (β = 0.26) and ordinary science intelligence (β = 0.13). Knowledge acquisition was positively related to game progress (β = 0.21) and positively predicted experiential attitude …


Hci In Southeast Asia: The Journey Forward, E. Sari, J.A. Tedjasaputra, Y. Kurniawan, E. Zulaikha, A. Asfarian, M. Ghazali, A. Sivaji, J.A. Abu Bakar, C.Y. Wong, N.M. Norowi, Tamas Makany, D. Perera-Schulz, T. Chintakovid, S. Nuchitprasitchai, Ethel Ong May 2022

Hci In Southeast Asia: The Journey Forward, E. Sari, J.A. Tedjasaputra, Y. Kurniawan, E. Zulaikha, A. Asfarian, M. Ghazali, A. Sivaji, J.A. Abu Bakar, C.Y. Wong, N.M. Norowi, Tamas Makany, D. Perera-Schulz, T. Chintakovid, S. Nuchitprasitchai, Ethel Ong

Research Collection Lee Kong Chian School Of Business

SEACHI 2022 has been conducted to bring HCI and UX leaders in Southeast Asia to discuss the current state-of-the-art HCI and UX teaching, practice, and support they experience in their region. This activity aims to explore the potentials and challenges and identify the gaps amongst different sectors in different countries. Through this workshop, we will have a common understanding of what we face. It explores how we can work collaboratively to achieve a better purpose, i.e., to grow HCI and UX fields in Southeast Asia. This one-day online workshop was conducted as a collocated event of CHI 2022 and was …


Making Universal Digital Access Universal: Lessons From Covid-19 In Singapore, Irene Y. H. Ng, Sun Sun Lim, Natalie Pang Apr 2022

Making Universal Digital Access Universal: Lessons From Covid-19 In Singapore, Irene Y. H. Ng, Sun Sun Lim, Natalie Pang

Research Collection College of Integrative Studies

Digital resources—which include devices, internet connection and digital literacy—have become basic needs. Thus with the global COVID-19 pandemic having accelerated digitalization, the urgency for universal digital inclusion has hastened. Otherwise, digital inequality will lead to social inequality and impede social mobility. Using Singapore as a case study, this article applies the insights learned from a participatory action research to recommend a policy framework for universal digital access, with practical humanistic steps towards full digital inclusion. Singapore is a digitally advanced nation with almost universal digital availability, yet when COVID-19 forced rapid digital adoption, gaps in access by vulnerable groups such …


What Really Matters?: Characterising And Predicting User Engagement Of News Postings Using Multiple Platforms, Sentiments And Topics, Kholoud K. Aldous, Jisun An, Bernard J. Jansen Feb 2022

What Really Matters?: Characterising And Predicting User Engagement Of News Postings Using Multiple Platforms, Sentiments And Topics, Kholoud K. Aldous, Jisun An, Bernard J. Jansen

Research Collection School Of Computing and Information Systems

This research characterises user engagement of approximately 3,000,000 news postings of 53 news outlets and 50,000,000 associated user comments during 8 months on 5 social media platforms (i.e. Facebook, Instagram, Twitter, YouTube, and Reddit). We investigate the effect of sentiments and topics on user engagement across four levels of user engagement expressions (i.e. views, likes, comments, cross-platform posting). We find that sentiments and topics differ by both news outlets and social media platforms, and both sentiments and topics by the four levels of user engagement expression. Finally, we predict a volume of four user engagement levels for given news content, …