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Journal IssueDOI

Twitter power: Tweets as electronic word of mouth

TLDR
It is found that microblogting is an online tool for customer word of mouth communications and the implications for corporations using microblogging as part of their overall marketing strategy are discussed.
Abstract
In this paper we report research results investigating microblogging as a form of electronic word-of-mouth for sharing consumer opinions concerning brands. We analyzed more than 150,000 microblog postings containing branding comments, sentiments, and opinions. We investigated the overall structure of these microblog postings, the types of expressions, and the movement in positive or negative sentiment. We compared automated methods of classifying sentiment in these microblogs with manual coding. Using a case study approach, we analyzed the range, frequency, timing, and content of tweets in a corporate account. Our research findings show that 19p of microblogs contain mention of a brand. Of the branding microblogs, nearly 20p contained some expression of brand sentiments. Of these, more than 50p were positive and 33p were critical of the company or product. Our comparison of automated and manual coding showed no significant differences between the two approaches. In analyzing microblogs for structure and composition, the linguistic structure of tweets approximate the linguistic patterns of natural language expressions. We find that microblogging is an online tool for customer word of mouth communications and discuss the implications for corporations using microblogging as part of their overall marketing strategy. © 2009 Wiley Periodicals, Inc.

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Journal ArticleDOI

Assessing the reTweet proneness of tweets: predictive models for retweeting

TL;DR: Several features extracted from Twitter data have been analyzed to create predictive models, with the aim of predicting the degree of retweeting of tweets, to obtain indications about the probable number of retweets a tweet may obtain from the social network.
Journal ArticleDOI

Marketing and social networks: a criterion for detecting opinion leaders

TL;DR: The practical application of tools provided by social network theory for the detection of potential influencers from the point of view of marketing within online communities is used and a method to detect significant actors based on centrality metrics is proposed.
Journal ArticleDOI

Successes and challenges of Arabic sentiment analysis research: a literature review

TL;DR: A comprehensive review of Arabic sentiment analysis is conducted, the pros and cons of the different approaches used and the relevant gaps in the literature are outlined, and recommendations for future Arabic sentimentAnalysis research are suggested.
Journal ArticleDOI

Creating identification with brand communities on Twitter: The balance between need for affiliation and need for uniqueness

TL;DR: Optimal distinctiveness theory is used as a theoretical background for proposing how the antecedents of identification with the brand community enhance brand loyalty, with reference to the conflict between the individual’s needs for both distinctiveness and affiliation.
Journal ArticleDOI

Keyword-Based Sentiment Mining using Twitter

TL;DR: A keyword-based classifier for short message based sentiment mining that has the potential to be extended to include additional sentiment dimensions, which could provide a deeper understanding about user preferences, which in turn could actively and in almost real time influence further development activities or marketing campaigns.
References
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Book

Discovery of Grounded Theory: Strategies for Qualitative Research

TL;DR: The Discovery of Grounded Theory as mentioned in this paper is a book about the discovery of grounded theories from data, both substantive and formal, which is a major task confronting sociologists and is understandable to both experts and laymen.
Journal ArticleDOI

Qualitative Evaluation And Research Methods

TL;DR: The Nature of Qualitative Inquiry Theoretical Orientations Particularly Appropriate Qualitative Applications as mentioned in this paper, and Qualitative Interviewing: Qualitative Analysis and Interpretation Enhancing the quality and credibility of qualitative analysis and interpretation.
Journal Article

Qualitative evaluation and research methods

TL;DR: The Nature of Qualitative Inquiry Theoretical Orientations Particularly Appropriate Qualitative Applications as mentioned in this paper, and Qualitative Interviewing: Qualitative Analysis and Interpretation Enhancing the quality and credibility of qualitative analysis and interpretation.
Journal ArticleDOI

Electronic word-of-mouth via consumer-opinion platforms: What motivates consumers to articulate themselves on the Internet?

TL;DR: In this article, a typology for motives of consumer online articulation is proposed, drawing on findings from research on virtual communities and traditional word-of-mouth literature, which is based on the same authors' work.
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