Open Access. Powered by Scholars. Published by Universities.®
Social and Behavioral Sciences Commons™
Open Access. Powered by Scholars. Published by Universities.®
- Keyword
-
- Social media (8)
- Twitter (4)
- Facebook (3)
- Social Media (3)
- Data mining (2)
-
- Foursquare (2)
- Homophily (2)
- Leadership Style (2)
- Micro-review (2)
- Public relations (2)
- Singapore (2)
- Social influence (2)
- Social networks (2)
- Account type classification (1)
- Audience segmentation. (1)
- Balance theory (1)
- Blogging (1)
- Bursty topic detection (1)
- Categorization (1)
- Civil Servant (1)
- Climate change (1)
- Climate change communication (1)
- Common friends (1)
- Community discovery (1)
- Computer supported collaborative learning (CSCL) (1)
- Confessions (1)
- Conflict management (1)
- Context information (1)
- Contingency theory (1)
- Controlled study (1)
- Publication
- Publication Type
Articles 1 - 30 of 53
Full-Text Articles in Social and Behavioral Sciences
Tan Cheng Bock [Singapore, Member Of Parliament], Cheng Bock Tan
Tan Cheng Bock [Singapore, Member Of Parliament], Cheng Bock Tan
Digital Narratives of Asia
Former veteran People's Action Party Member of Parliament, presidential candidate Dr Tan Cheng Bock speaks his mind with DNA on his struggles during his school days, National Service, and what had motivated him to enter politics. He reveals his take on Foreign Talent, the Feedback Unit, and shares on the kind of society he hopes Singapore will become.
Hardcore Subcultures For Law-Abiding Citizens And Online Nationalism: Case Study On The Korean Internet Community Ilbe Jeojangso, Kyujin Shim
Research Collection Lee Kong Chian School Of Business
In general, the Internet is perceived as a liberal space in terms of major user demographics and political orientation, and Korea’s cyberspace leans toward liberals and left-wing groups (Peak, 2013). So, interesting questions arise regarding ILBE and its popularity: In a liberal-dominant cyberspace, what drives conservative netizens to the ILBE community, armed with strong racism and nationalism? What are the differences and commonalities between the ILBE community and Japanese Netto-uyo? In the chronology of Korean online communities, sporadically, netizens possessing conservative and racist traits have attempted to build conservative online communities but these have been limited, and none …
Modeling Social Media Content With Word Vectors For Recommendation, Ying Ding, Jing Jiang
Modeling Social Media Content With Word Vectors For Recommendation, Ying Ding, Jing Jiang
Research Collection School Of Computing and Information Systems
In social media, recommender systems are becoming more and more important. Different techniques have been designed for recommendations under various scenarios, but many of them do not use user-generated content, which potentially reflects users’ opinions and interests. Although a few studies have tried to combine user-generated content with rating or adoption data, they mostly reply on lexical similarity to calculate textual similarity. However, in social media, a diverse range of words is used. This renders the traditional ways of calculating textual similarity ineffective. In this work, we apply vector representation of words to measure the semantic similarity between text. We …
The Next Wave Of Globalisation, Singapore Management University
The Next Wave Of Globalisation, Singapore Management University
Perspectives@SMU
As consumption patterns shift away from OECD countries to the developing world, businesses need to leverage on technology to overcome last-mile delivery obstacles
Mahathir Bin Mohamad [Malaysia, Prime Minister], Mahathir Bin Mohamad
Mahathir Bin Mohamad [Malaysia, Prime Minister], Mahathir Bin Mohamad
Digital Narratives of Asia
Malaysia's longest-serving Prime Minister Mahathir bin Mohamad, who was a practising medical doctor, believes in confronting problems in order to overcome them. He enjoys job satisfaction first as a doctor, later as a politician. He shares with DNA about managing the Financial Crisis, party betrayal, and the origin of ASEAN and its challenges. He also reveals his take on a good leader, and his outspoken daughter.
Intersubjective Norms: Cultural And Interpersonal Perspective, Kimin Eom, Heejung S. Kim
Intersubjective Norms: Cultural And Interpersonal Perspective, Kimin Eom, Heejung S. Kim
Research Collection School of Social Sciences
Normative perspectives in cultural psychology provide a fresh view to understand the processes of cultural influence on human behavior. Although much of the existing research focuses on individuals’ internalized personal values and beliefs to explain cultural tendencies, the new perspective proposes perceived intersubjective norms as an alternative key component in cultural influence (Chiu, Gelfand, Yamagishi, Shteynberg, & Wan, 2010; Zou et al., 2009). Extending this newly emerging approach, the lead articles in this special issue address some of the important questions and issues of normative perspectives in cultural psychology. The articles provide useful explanations for why individuals vary in the …
Using Digital Genomics To Create An Intelligent Enterprise, Mario Domingo
Using Digital Genomics To Create An Intelligent Enterprise, Mario Domingo
Asian Management Insights
Every business knows that it needs to leverage customer data, but few know the potential it has to transform business processes, decisions and performance.
Innovation Governance: How Proactive Is Your Board?, Jean-Philippe Deschamps
Innovation Governance: How Proactive Is Your Board?, Jean-Philippe Deschamps
Asian Management Insights
Ten good board practices on innovation.
Can't We All Just Get Along?, Pang, A., Yan Jin
Can't We All Just Get Along?, Pang, A., Yan Jin
Research Collection Lee Kong Chian School Of Business
Looking for a conflict management strategy that works? Contingency theory could hold the key.
Whom Should We Sense In 'Social Sensing' - Analyzing Which Users Work Best For Social Media Now-Casting, Jisun An, Ingmar Weber
Whom Should We Sense In 'Social Sensing' - Analyzing Which Users Work Best For Social Media Now-Casting, Jisun An, Ingmar Weber
Research Collection School Of Computing and Information Systems
Given the ever increasing amount of publicly available social media data, there is growing interest in using online data to study and quantify phenomena in the offline 'real' world. As social media data can be obtained in near real-time and at low cost, it is often used for 'now-casting' indices such as levels of flu activity or unemployment. The term 'social sensing' is often used in this context to describe the idea that users act as 'sensors', publicly reporting their health status or job losses. Sensor activity during a time period is then typically aggregated in a 'one tweet, one …
What's Hot In Software Engineering Twitter Space?, Abhishek Sharma, Tian Yuan, David Lo
What's Hot In Software Engineering Twitter Space?, Abhishek Sharma, Tian Yuan, David Lo
Research Collection School Of Computing and Information Systems
Twitter is a popular means to disseminate information and currently more than 300 million people are using it actively. Software engineers are no exception; Singer et al. have shown that many developers use Twitter to stay current with recent technological trends. At various time points, many users are posting microblogs (i.e., tweets) about the same topic in Twitter. We refer to this reasonably large set of topically-coherent microblogs in the Twitter space made at a particular point in time as an event. In this work, we perform an exploratory study on software engineering related events in Twitter. We collect a …
Mood Self-Assessment On Smartphones, Le Minh Khue, Eng Lieh Ouh, Stan Jarzabek
Mood Self-Assessment On Smartphones, Le Minh Khue, Eng Lieh Ouh, Stan Jarzabek
Research Collection School Of Computing and Information Systems
Mood has been systematically studied by psychologists for over 100 years. As mood is a subjective feeling, any study of mood must take into account and accurately capture user’s perception of an experienced feeling. In last 40 years, a number of pen-andpaper mood self-assessment scales have been proposed. Typically, a person is asked to separately rate various dimensions of the experienced feeling (e.g., pleasure and arousal) or mood items (interested, agitated, excited, etc.) on numeric scales (e.g., between 0 and 10). These partial ratings are then combined into an overall mood rating (or into its positive and negative affect). Penand-paper …
Social Signal Processing For Real-Time Situational Understanding: A Vision And Approach, Kasthuri Jeyarajah, Shuchao Yao, Raghava Muthuraju, Archan Misra, Geeth De Mel, Julie Skipper, Tarek Abdelzaher, Michael Kolodny
Social Signal Processing For Real-Time Situational Understanding: A Vision And Approach, Kasthuri Jeyarajah, Shuchao Yao, Raghava Muthuraju, Archan Misra, Geeth De Mel, Julie Skipper, Tarek Abdelzaher, Michael Kolodny
Research Collection School Of Computing and Information Systems
The US Army Research Laboratory (ARL) and the Air Force Research Laboratory (AFRL) have established a collaborative research enterprise referred to as the Situational Understanding Research Institute (SURI). The goal is to develop an information processing framework to help the military obtain real-time situational awareness of physical events by harnessing the combined power of multiple sensing sources to obtain insights about events and their evolution. It is envisioned that one could use such information to predict behaviors of groups, be they local transient groups (e.g., protests) or widespread, networked groups, and thus enable proactive prevention of nefarious activities. This paper …
Two Formulas For Success In Social Media: Learning And Network Effects, Liangfei Qiu, Qian Tang, Andrew B. Whinston
Two Formulas For Success In Social Media: Learning And Network Effects, Liangfei Qiu, Qian Tang, Andrew B. Whinston
Research Collection School Of Computing and Information Systems
Recent years have witnessed an unprecedented explosion in information technology that enables dynamic diffusion of user-generated content in social networks. Online videos, in particular, have changed the landscape of marketing and entertainment, competing with premium content and spurring business innovations. In the present study, we examine how learning and network effects drive the diffusion of online videos. While learning happens through informational externalities, network effects are direct payoff externalities. Using a unique data set from YouTube, we empirically identify learning and network effects separately, and find that both mechanisms have statistically and economically significant effects on video views; furthermore, the …
Did You Expect Your Users To Say This?: Distilling Unexpected Micro-Reviews For Venue Owners, Wen-Haw Chong, Bingtian Dai, Ee-Peng Lim
Did You Expect Your Users To Say This?: Distilling Unexpected Micro-Reviews For Venue Owners, Wen-Haw Chong, Bingtian Dai, Ee-Peng Lim
Research Collection School Of Computing and Information Systems
With social media platforms such as Foursquare, users can now generate concise reviews, i.e. micro-reviews, about entities such as venues (or products). From the venue owner's perspective, analysing these micro-reviews will offer interesting insights, useful for event detection and customer relationship management. However not all micro-reviews are equally important, especially since a venue owner should already be familiar with his venue's primary aspects. Instead we envisage that a venue owner will be interested in micro-reviews that are unexpected to him. These can arise in many ways, such as users focusing on easily overlooked aspects (by the venue owner), making comparisons …
Pushing Aggressively For Political Renewal, Tan K. B. Eugene
Pushing Aggressively For Political Renewal, Tan K. B. Eugene
Research Collection Yong Pung How School Of Law
In one of the most anticipated Cabinet reshuffles that precedes the cusp of a leadership transition, Prime Minister Lee Hsien Loong did not disappoint and kept to his word to “push aggressively” for political renewal and succession. While change amid continuity is an apt description for the new line-up, there is no doubting that the emphasis is clearly on change.
Computer Supported Collaborative Learning: A Business Simulation Activity Using Social Media, Siyoung Chung, Hichang Cho
Computer Supported Collaborative Learning: A Business Simulation Activity Using Social Media, Siyoung Chung, Hichang Cho
Research Collection Lee Kong Chian School Of Business
Social media are dramatically changing the way welive and make social relationships with others. While students areso immersed in social media in their daily life, social mediaadoption in classroom has been slow. Educators who wish toexperiment with social media for CSCL struggle to find ways toincorporate the expected benefits and advantages of social mediato teaching lessons. This paper reports on the experiences ofusing social media for a business case simulation activity in ahigher learning context. Drawing on a qualitative feedback andsocial media log data of 27 teams of 135 undergraduate students,this paper discusses the advantages and disadvantages of socialmedia as …
Confessions Of An Angry Employee: The Dark Side Of De-Identified “Confessions” On Facebook, Arunima Krishna, Soojin Kim
Confessions Of An Angry Employee: The Dark Side Of De-Identified “Confessions” On Facebook, Arunima Krishna, Soojin Kim
Research Collection Lee Kong Chian School Of Business
Employees’ communication behaviors are an important area of research for public rela-tions. In this study, employees’ communication behaviors in a de-identified context havebeen studied from the perspective of online flaming by analyzing “confessions” posted on aFacebook confessions page. The theoretical perspectives of the uses and gratification theoryand employee communication behavior in public relations literature were adopted in thisstudy. Positive and negative “confessions” were analyzed to identify employees’ motiva-tions in posting them. While negative posts expressing anger and frustration at policies,personnel, and the management in general dominated the page, positive posts indicatedexpressions of pride, nostalgia, and gratitude for social support from …
Event Identification And Analysis On Twitter, Qiming Diao
Event Identification And Analysis On Twitter, Qiming Diao
Dissertations and Theses Collection (Open Access)
With the rapid growth of social media, Twitter has become one of the most widely adopted platforms for people to post short and instant messages. Because of such wide adoption of Twitter, events like breaking news and release of popular videos can easily capture people’s attention and spread rapidly on Twitter. Therefore, the popularity and importance of an event can be approximately gauged by the volume of tweets covering the event. Moreover, the relevant tweets also reflect the public’s opinions and reactions to events. It is therefore very important to identify and analyze the events on Twitter. In this dissertation, …
Driving Uber’S Success, Singapore Management University
Driving Uber’S Success, Singapore Management University
Perspectives@SMU
Besides being a disruptive innovation, Uber’s exponential growth has been based on smart lobbying and use of social media
Do Facebook Status Updates Reflect Subjective Well-Being?, Pan Liu, William Tov, Michal Kosinski, David J. Stillwell, Lin Qiu
Do Facebook Status Updates Reflect Subjective Well-Being?, Pan Liu, William Tov, Michal Kosinski, David J. Stillwell, Lin Qiu
Research Collection School of Social Sciences
Nowadays, millions of people around the world use social networking sites to express everyday thoughts and feelings. Many researchers have tried to make use of social media to study users' online behaviors and psychological states. However, previous studies show mixed results about whether self-generated contents on Facebook reflect users' subjective well-being (SWB). This study analyzed Facebook status updates to determine the extent to which users' emotional expression predicted their SWBspecifically their self-reported satisfaction with life. It was found that positive emotional expressions on Facebook did not correlate with life satisfaction, whereas negative emotional expressions within the past 9-10 months (but …
Structured Learning From Heterogeneous Behavior For Social Identity Linkage, Siyuan Liu, Shuhui Wang, Feida Zhu
Structured Learning From Heterogeneous Behavior For Social Identity Linkage, Siyuan Liu, Shuhui Wang, Feida Zhu
Research Collection School Of Computing and Information Systems
Social identity linkage across different social media platforms is of critical importance to business intelligence by gaining from social data a deeper understanding and more accurate profiling of users. In this paper, we propose a solution framework, HYDRA, which consists of three key steps: (I) we model heterogeneous behavior by long-term topical distribution analysis and multi-resolution temporal behavior matching against high noise and information missing, and the behavior similarity are described by multi-dimensional similarity vector for each user pair; (II) we build structure consistency models to maximize the structure and behavior consistency on users' core social structure across different platforms, …
Cross-Promotion In Social Media: Choosing The Right Allies, Tingting Song, Qian Tang
Cross-Promotion In Social Media: Choosing The Right Allies, Tingting Song, Qian Tang
Research Collection School Of Computing and Information Systems
This paper investigates the strategic use of cross-promotion for content producers in social media. In particular, we study how a producer chooses other producers to cross-promote so as to maximize the expected benefits of them cross-promoting him/her in return. Theories on homophily effect and social influence suggest that cross-promoted producers are more likely to cross-promote the initiator in return when they are in the similar categories or share more common friends and when the initiator has higher status. However, the cross-promotion from producers of different categories and social groups (i.e., share fewer common friends) tend to benefit the initiator more. …
Perceptions Of Social Norms Surrounding Digital Piracy: The Effect Of Social Projection And Communication Exposure On Injunctive And Descriptive Norms, Hichang Cho, Siyoung Chung, Anna Filippova
Perceptions Of Social Norms Surrounding Digital Piracy: The Effect Of Social Projection And Communication Exposure On Injunctive And Descriptive Norms, Hichang Cho, Siyoung Chung, Anna Filippova
Research Collection Lee Kong Chian School Of Business
Using a national sample of 620 Internet users in the US, this study examined the extent to which social projection, communication exposure, and an interaction between the two, influenced individuals’ perceptions about two subordinate types of social norms surrounding digital piracy: injunctive norms and descriptive norms. In line with the social projection model, individuals made social estimates about others’ piracy attitudes and behaviors anchoring on their own personal attitudes and behavior. However, frequent communication exposure reduced the degree to which they relied on this egocentric thought process. In addition, the two-way interaction was contingent on another condition (perceiver’s own piracy …
Investigating The Uniqueness And Usefulness Of Proactive Personality In Organizational Research: A Meta-Analytic Review, Matthias Spitzmuller, Hock-Peng Sin, Michael Howe, Shereen Fatimah
Investigating The Uniqueness And Usefulness Of Proactive Personality In Organizational Research: A Meta-Analytic Review, Matthias Spitzmuller, Hock-Peng Sin, Michael Howe, Shereen Fatimah
Research Collection Lee Kong Chian School Of Business
Using meta-analysis (283 effect sizes from 122 studies), we extend prior qualitative and quantitativereviews of research on proactive personality in a number of meaningful ways. First, we examine thediscriminant and incremental validity of proactive personality using meta-analytic regression analyses.Our results reveal that more than 50% of variance in proactive personality is unrelated to the BigFive personality traits collectively. Also, proactive personality accounts for unique variance in overalljob performance, task performance, and organizational citizenship behaviors, even after controllingfor the Big Five personality traits and general mental ability (for overall job performance and taskperformance). Moreover, we find no subgroup differences in proactive …
Beyond The Western Masses: Demography And Pakistani Media Credibility Perceptions., Kyujin Shim, Guy J. Golan, Anita G. Day, Sung-Un Yang
Beyond The Western Masses: Demography And Pakistani Media Credibility Perceptions., Kyujin Shim, Guy J. Golan, Anita G. Day, Sung-Un Yang
Research Collection Lee Kong Chian School Of Business
Based on a random survey sample, the current study examined audience assessments of different media platforms in Pakistan. This study found that in the complex Pakistani media landscape, ethnicity is a key indicator in predicting media credibility. Our study’s results indicate that minority ethnic groups tend to find domestic television to be less credible, and international television or traditional media to be more credible, than do members of the majority Punjabi group. Media reliance was found to be a significant indicator of media credibility assessment — particularly regarding media such as international television and the Internet — as media reliance …
Communicating About Marine Disease: The Effects Of Message Frames On Policy Support, Katherine A. Mccomas, Jonathon P. Schuldt, Colleen A. Burge, Sungjong Roh
Communicating About Marine Disease: The Effects Of Message Frames On Policy Support, Katherine A. Mccomas, Jonathon P. Schuldt, Colleen A. Burge, Sungjong Roh
Research Collection Lee Kong Chian School Of Business
Oceans are suffering from the dual climatic pressures of warming temperatures and acidification, increasing the presence of disease risks that affect marine organisms and public health. Through a randomized field-based experiment, this study examines the effects of communicating about risks to marine organisms and public health on people’s support for policies aimed at mitigating those risks as a function of different message frames. To maximize the salience of these issues, participants were recruited from ferry passengers (N1⁄4543) in the San Juan Islands of Washington State in the summer of 2013 and randomized to read one of four fictitious news articles …
J. Y. Pillay [Singapore, Civil Service], Joseph Yuvaraj Pillay
J. Y. Pillay [Singapore, Civil Service], Joseph Yuvaraj Pillay
Digital Narratives of Asia
In this DNA interview, Chancellor of Singapore Management University and former top Singapore civil servant, J.Y. Pillay, tells of qualities of good leaders, and the leadership styles of his former bosses Hon Sui Sen and Goh Keng Swee. Known for being a leader who listens and focuses well, he reveals his process of making controversial decisions in the past.
Should We Use The Sample? Analyzing Datasets Sampled From Twitter's Stream Api, Yazhe Wang, Jamie Callan, Baihua Zheng
Should We Use The Sample? Analyzing Datasets Sampled From Twitter's Stream Api, Yazhe Wang, Jamie Callan, Baihua Zheng
Research Collection School Of Computing and Information Systems
Researchers have begun studying content obtained from microblogging services such as Twitter to address a variety of technological, social, and commercial research questions. The large number of Twitter users and even larger volume of tweets often make it impractical to collect and maintain a complete record of activity; therefore, most research and some commercial software applications rely on samples, often relatively small samples, of Twitter data. For the most part, sample sizes have been based on availability and practical considerations. Relatively little attention has been paid to how well these samples represent the underlying stream of Twitter data. To fill …
Author Topic Model-Based Collaborative Filtering For Personalized Poi Recommendations, Shuhui Jiang, Xueming Qian, Jialie Shen, Yun Fu, Tao Mei
Author Topic Model-Based Collaborative Filtering For Personalized Poi Recommendations, Shuhui Jiang, Xueming Qian, Jialie Shen, Yun Fu, Tao Mei
Research Collection School Of Computing and Information Systems
From social media has emerged continuous needs for automatic travel recommendations. Collaborative filtering (CF) is the most well-known approach. However, existing approaches generally suffer from various weaknesses. For example, sparsity can significantly degrade the performance of traditional CF. If a user only visits very few locations, accurate similar user identification becomes very challenging due to lack of sufficient information for effective inference. Moreover, existing recommendation approaches often ignore rich user information like textual descriptions of photos which can reflect users' travel preferences. The topic model (TM) method is an effective way to solve the "sparsity problem," but is still far …