Scale to estimate the aspect-oriented sentiment polarity under anaphors influence (SPAI)

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Sudarshan S. Sonawane ◽  
Satish R. Kolhe
Keyword(s):  
Social Media ◽  
Sentiment Analysis ◽  
Design Methodology ◽  
Predictive Analytics ◽  
Anaphora Resolution ◽  
Content Type ◽  
Open Platform ◽  
Proposed Model ◽  
The Social ◽  
Media Platform

PurposeThe purpose of this paper is to handle the anaphors through anaphora resolution in aspect-oriented sentiment analysis. Sentiment analysis is one of the predictive analytics of social media. In particular, the social media platform Twitter is an open platform to post the opinion by subscribers on contextual issues, events, products, individuals and organizations.Design/methodology/approachThe sentiment polarity assessment is not deterministic to conclude the opinion of the target audience unless the polarity is assessed under diversified aspects. Hence, the aspect-oriented sentiment polarity assessment is a crucial objective of the opinion assessment over social media. However, the aspect-oriented sentiment polarity assessment often influences by the curse of anaphora resolution.FindingsFocusing on these limitations, a scale to estimate the aspects oriented sentiment polarity under anaphors influence has been portrayed in this article. To assess the aspect-based sentiment polarity of the tweets, the anaphors of the tweets have been considered to assess the weightage of the tweets toward the sentiment polarity.Originality/valueThe experimental study presents the performance of the proposed model by comparing it with the contemporary models, which are estimating the sentiment polarity tweets under anaphors impact.

Getting acquainted with social networks and apps: talking about TikTok

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Katie Elson Anderson
Keyword(s):  
Social Networks ◽  
Social Media ◽  
Literature Review ◽  
Design Methodology ◽  
Research Literature ◽  
Content Type ◽  
Social Media Platform ◽  
The Social ◽  
Media Platform ◽  
Information Professionals

Purpose This paper aims to provide information and promote discussion around the social media platform TikTok. Design/methodology/approach Research, literature review. Findings Libraries and library and information professionals should be aware of the potential of TikTok for engagement and information sharing. Originality/value Adds to the research on the social media platform TikTok.

The new marketing solutions that will drive strategy implementation

2016 ◽  
Vol 44 (3) ◽  
pp. 20-26 ◽  
Author(s):  
Kenneth Alan Grossberg
Keyword(s):  
Social Media ◽  
Digital Technology ◽  
Design Methodology ◽  
Content Type ◽  
Marketing Automation ◽  
Marketing Innovation ◽  
The Social ◽  
Efficiency And Effectiveness ◽  
Media Platform ◽  
Practical Implications

Purpose Delineate the strategic implications for three new marketing trends based on digital technology. Design/methodology/approach The author looks at how strategy is being affected by: Marketing automation, where artificial intelligence is used to help win a customer and optimize the search for such potential prospects. Social media, which blends the personal and the businesslike and provides opportunities for engagement with the client on an almost real-time, personalized basis. The manipulation of huge quantities of “Big Data” to increase the efficiency and effectiveness of marketing automation and of deriving value from social media. Findings Under all emerging digital technology scenarios, the marketer’s job becomes more complex and more central to the interaction between the customers and the corporation. Practical implications Social marketing will increasingly involve co-creation of product and brand story with customers, experienced-based marketing and more sophisticated management of the interface between the social media platform and automated marketing. Originality/value This article identifies the integral relationship between advances in marketing technology and strategic opportunities for marketing innovation.

Is this mine? Psychological ownership and the social media follower

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Caroline S.L. Tan
Keyword(s):  
Social Media ◽  
Design Methodology ◽  
Vital Role ◽  
Psychological Ownership ◽  
Structured Interviews ◽  
Content Type ◽  
Face To Face ◽  
The Social ◽  
Social Currency ◽  
Different Levels

Purpose The purpose of this study is to examine psychological ownership (PO) experienced by followers of social media influencers toward both influencer and the product. Design/methodology/approach Data were collected using face-to-face semi-structured interviews that were conducted with 30 respondents and analyzed using thematic analysis. Findings The study demonstrated that the PO experienced by the follower changes under different conditions resulting from perceived value, social currency and follower activity. Social currency plays a vital role in determining the target of PO, often affecting the narrative by the follower. Originality/value To the best of the author’s knowledge, this is the first paper to examine the transference of PO between product and influencer as experienced by the follower. It provides an understanding on PO that is experienced in different levels of intensity and changes depending on the motive of the follower; hence, transference of PO occurs and it is not a static.

Does KFC sell rat? Analysis of tweets in the wake of a rumor outbreak

2017 ◽  
Vol 69 (6) ◽  
pp. 660-673 ◽  
Author(s):  
Anjan Pal ◽  
Alton Y.K. Chua ◽  
Dion Hoe-Lian Goh
Keyword(s):  
Social Media ◽  
Content Analysis ◽  
Food Chain ◽  
Fast Food ◽  
Design Methodology ◽  
Social Ties ◽  
High Volume ◽  
Content Type ◽  
Personal Involvement ◽  
The Social

Purpose In the wake of a rumor outbreak, individuals exchange three types of messages: rumor messages, counter-rumor messages, and uncertainty-expressing messages. However, the properties of the three types of messages are relatively unknown particularly in the social media context. Hence, the purpose of this paper is to examine these three types of messages posted on social media in the wake of a rumor outbreak. Design/methodology/approach Data included tweets posted after the outbreak of a rumor that wrongly accused the fast food chain Kentucky Fried Chicken (KFC) for selling rats instead of chicken. Using a deductive approach, codes were derived via content analysis on the tweets. Volume and exposure of tweets were also examined. Findings Counter-rumor tweets (52 percent) outnumbered rumors tweets (32 percent) and uncertainty-expressing tweets (16 percent). Emotions and personal involvement were abundant in rumor tweets. Expressions of credence and references to URLs were high in counter-rumor tweets. Social ties were found widely in uncertainty-expressing tweets. The high volume and exposure of counter-rumor tweets compared with those of either rumor tweets or uncertainty-expressing tweets highlight the potential of counter-rumors to mitigate rumors. Originality/value This research ventures into a relatively unexplored territory by concurrently examining rumor messages, counter-rumor messages and uncertainty-expressing messages in the wake of a rumor outbreak. It reveals that counter-rumor messages have the potential to mitigate rumors on social media.

This thing of social media! Going business or socialisation? Solving the great dilemma

foresight ◽  
2019 ◽  
Vol 22 (3) ◽  
pp. 331-350
Author(s):  
Akwesi Assensoh-Kodua
Keyword(s):  
Social Media ◽  
Design Methodology ◽  
Continuance Intention ◽  
Content Type ◽  
Social Media Platform ◽  
Actual Usage ◽  
The Future ◽  
Social Media Platforms ◽  
Media Platform ◽  
Near Future

Purpose Social media has become a “thing” not just for its historical purpose of socialisation, but a multi-faceted platform of unpredictable possibilities. With the current high levels of actual usage, business on the platform has assumed different styles and has become one of the competing activities on this platform, creating a dilemma for the future. However, as social beings, we can manage such capricious adventure by means of research, to predict the possible destination before we are taken by surprise. One of such medium of studies is through the philosophies of the continuance intention theories. To this end, the purpose of this paper was to investigated some antecedents of social media that are capable of predicting the direction of this platform to test this theory of continuance intention, and the results from the predictive Smart PLS3 shows that the continuance intention for business on this platform will overtake socialisation to offer the biggest market among the elitist class in the near future, and not China, Nigeria or the NYSE. Design/methodology/approach This paper uses Predictive Smart PLS3 to analyse the continuance intention of social media platforms. Findings Predictive Smart PLS3 shows that the continuance intention for business on social media platform will overtake socialisation to offer the biggest market. Research limitations/implications The questions asked in this study focussed on buyers and not platform managers. As the continuance intention depends on the latter as well, it would have been better if their opinions were also sought to determine what will make them continue to provide social media. Originality/value This paper is among the first to do such a study.

scholarly journals Airline passengers’ perceptions of service quality: themes in online reviews

2019 ◽  
Vol 31 (2) ◽  
pp. 855-873 ◽  
Author(s):  
Ana Brochado ◽  
Paulo Rita ◽  
Cristina Oliveira ◽  
Fernando Oliveira
Keyword(s):  
Social Media ◽  
Design Methodology ◽  
Online Reviews ◽  
Value For Money ◽  
Content Type ◽  
The Core ◽  
Content Analyses ◽  
Airline Passengers ◽  
Media Platform ◽  
Post Purchase

PurposeThis paper aims to identify the main themes shared in online reviews by airline travellers, as well as which of these themes were linked with higher and lower value for money ratings.Design/methodology/approachThe research used mixed content analyses (i.e. quantitative and qualitative) to examine 1,200 reviews of six airline companies shared by airline travellers in a social media platform.FindingsThe analyses revealed nine themes in descriptions of airline travel experiences. These are the core services during “flights”, “airport” operations, crew and ground “staff”, ticket “classes”, “seats”, inflight “services”, “entertainment”, overall experiences of “airlines” and post-purchase recommendations of with which companies to “fly”. Low value for money ratings are linked with the “airport” and “flights” themes.Originality/valueThe results offer useful insights into airline travellers’ overall experiences based on social media information and facilitate the identification of the main themes linked with different value for money ratings.

What images and content do professional dietitians share via Instagram?

2018 ◽  
Vol 48 (6) ◽  
pp. 940-948
Author(s):  
Elif Inan-Eroglu ◽  
Zehra Buyuktuncer
Keyword(s):  
Social Media ◽  
Design Methodology ◽  
Descriptive Analysis ◽  
Easy Access ◽  
Food Category ◽  
Content Type ◽  
Future Studies ◽  
The Social ◽  
Access To Knowledge

Purpose In the age of information, where people can have an easy access to knowledge, the ethical and content-based examination of dietitians’ sharing in the social media is an important step in determining what to share in the social media in the future. The purpose of this study was to analyse the content of Instagram shares of dietitians, a profession group that is becoming more and more widespread in Turkey. Design/methodology/approach Publicly available dietitian Instagram profiles, aiming specifically at those with =500 followers, were included in the study. The hashtag was chosen as #onlinediyet (Turkish for online diet). A total of 1,986 images were identified for analysis. When these images were identified, 883 images were excluded. Thus, overall 1,103 Instagram images were chosen to analyse during a week’s period. Each Instagram image was classified into one of seven categories by authors as food, individual, nutrition information, motivational, miscellaneous, physical activity and recipe. Food and individual groups were also coded into subgroups. Findings A descriptive analysis of the 1,103 online-diet-related images shared by dietitians showed that 53.5 per cent of the images were in food category. There were no differences between female and male dietitians in terms of categories of shared images (p > 0.05). Dietitians also shared individual images (34.5 per cent) including weight loss follow-up (56.2 per cent), self-portrait (22.0 per cent) and conversation with clients (14.0 per cent) images on Instagram. Originality/value The results of this study set a baseline for future studies. Given the rapid growth of this platform in recent years, not only the field of dietetics but also other health-care fields would benefit from clear guidelines about what information can or cannot be shared on social media.

scholarly journals How to increase engagement on social media using the honeycomb model

2020 ◽  
Vol 27 (2) ◽  
pp. 153-167
Author(s):  
Susana Costa Silva ◽  
Wilian Feitosa ◽  
Paulo Duarte ◽  
Marta Vasconcelos
Keyword(s):  
Social Media ◽  
Social Engagement ◽  
Design Methodology ◽  
Convenience Sample ◽  
Content Type ◽  
The Social ◽  
Before And After ◽  
A Company ◽  
New Procedures ◽  
Practical Implications

Purpose The purpose of this paper is to understand how a company could improve public engagement on social media (SM) analysing the case of Alento, which is a human resources and consulting company located in Portugal. The company’s presence on Facebook was analysed by using the honeycomb model for SM functionality, by Kietzmann et al. (2011), as a theoretical framework. Design/methodology/approach The authors implemented some actions to change procedures on SM management. Monitoring five months of data, the authors could compare the SM engagement before and after changes on SM management. Then, a convenience sample of 205 useable questionnaires was collected. The population of the study comprised Portuguese Facebook users who liked the Alento Facebook Fan Page. An analysis of honeycomb dimensions was performed. Findings The engagement level on Alento’s SM was increased by changing procedures identified on survey. In five months, Alento’s number of followers was increased by just 4.5 per cent, interactions were increased by 35 per cent, views were more than twice (+122 per cent) and fans who clicked on Alento’s Facebook page’s links were increased by 146 per cent. Research limitations/implications There were also some limitations related to the sample, since the authors only obtained 205 responses. Therefore, the second suggestion for future investigations would be to conduct the survey on a larger number of people. This study just considers five months after changing procedures. A longer range of time could produce different results. Practical implications The most relevant contribution of the current study is the offer of some insights into the use of a simple tool such as the honeycomb model of Kietzmann et al. (2011) for the analysis of the social engagement from a firm’s perspective, regardless of their nature. Social implications The importance of SM to spread good content and to reduce media costs is reinforced in this study. Originality/value This study is innovative, as it identifies a need of change on SM management, proposes and implements new procedures, checking its results. SM marketing is a new wagon of study, and the problem of how to increase engagement on professional SM is on top priorities of the field.

“Digital buddies”: parasocial interactions in social media

2016 ◽  
Vol 10 (4) ◽  
pp. 305-320 ◽  
Author(s):  
Mujde Yuksel ◽  
Lauren I. Labrecque
Keyword(s):  
Social Media ◽  
Student Athletes ◽  
Future Research ◽  
Content Type ◽  
Social Media Platform ◽  
The Social ◽  
Social Media Platforms ◽  
Media Platform ◽  
Personal Accounts ◽  
Parasocial Interactions

Purpose This paper aims to focus its inquiries on the parasocial interactions (PSI) and relationships (PSR) consumers form with personae in online social media communities. The authors extend the marketing literature on parasocial interaction/relationship beyond brands by focusing on personal social media accounts (public student-athletes). Design/methodology/approach The authors adopt a grounded theory methodology (Glaser and Strauss, 2009) triangulating observational netnographic data (Kozinets, 2010) of 49 public student-athlete accounts on Twitter (34,500 tweets) with in-depth interviews. The findings emphasize that PSI/PSR occur not only from interactions with brands but also through personal accounts on social media platforms. Findings The investigation reveals that through such social media platforms, PSI/PSR influence consumers cognitively, affectively and behaviorally. In terms of cognition, the data suggest that PSI/PSR can influence opinion, interests, attention allocation and construction of relations, specifically through the availability of in-depth knowledge about the social media persona. Additionally, the research findings indicate that affect-laden messages from persona can alter emotion and mood, induce empathetic reactions and trigger inspiration, especially in relation to the shared interest of the online community of the social media account. Behaviorally, the findings suggest that personas’ messages can direct and inspire both online and offline actions through endorsed behavioral parasocial interactions. Research limitations/implications This research focused on one specific social media platform, Twitter. Twitter was specifically chosen, because it is a popular social media platform and allows non-reciprocal relationships. Although the authors feel that the findings would hold for other social media platforms, future research may be conducted to see if there are differences in PSI/PSR development on different types of networks. Additionally, the authors focused on a specific type of personal account, student-athletes. Future research may wish to extend beyond this population to other personal social media accounts, such as fashion bloggers, diy bloggers and others. Originality/value This research reveals that PSI/PSR can occur not only from interactions with brands but also through personal accounts on social media platforms. The findings give support for the value of brand spokespersons and brand ambassadors and suggest that brands should take careful consideration into who is chosen to represent the brand.

Determinants of voting avoidance On mobile social media: evidence from WeChat in China

Kybernetes ◽  
2019 ◽  
Vol 49 (5) ◽  
pp. 1445-1464
Author(s):  
Shengliang Zhang ◽  
Yuan Chen ◽  
Xiaodong Li ◽  
Guowei Dou
Keyword(s):  
Social Media ◽  
Structural Equation Modelling ◽  
Structural Equation ◽  
Design Methodology ◽  
Mobile User ◽  
Content Type ◽  
Role Expectation ◽  
Equation Modelling ◽  
Proposed Model ◽  
Expectation Theory

Purpose The purpose of this study is to use role expectation theory to identify potential determinants of user voting avoidance on mobile social media. Design/methodology/approach Data were collected through a survey of 602 WeChat users, and the proposed model was analysed using structural equation modelling. Findings Results indicate that user voting avoidance was positively influenced by unfair competition, perceived inauthenticity, perceived information insecurity, over-consumption of renqing (a unique Chinese human relation) and organisation placement in the context of mobile social media. Originality/value This study illustrates mobile user voting avoidance from the perspective of role expectation theory and clarifies the importance of avoidance in current voting research.

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