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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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Citations
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Book ChapterDOI

A Statistical Approach to Star Rating Classification of Sentiment

TL;DR: This work proposes and compares the performance of several statistical methods of automatically classifying star ratings of reviews represented by means of a binary vector representation, with features signaling the presence of sentiment-carrying words.
Book ChapterDOI

Sentiment Analysis Using Social Multimedia

TL;DR: This chapter will discuss some of the latest works on topics of sentiment analysis based on visual content and textual content and provide a big picture of sentimentAnalysis.
Proceedings ArticleDOI

Towards using visual attributes to infer image sentiment of social events

TL;DR: This work extracts an intermediate visual representation of social event images based on the visual attributes that occur in the images going beyond sentiment-specific attributes, and outperforms state-of-the-art approaches for classifying complex event images into sentiments.
Proceedings ArticleDOI

my2cents — Digitizing consumer opinions and comments about retail products

TL;DR: My2cents is a mobile application for reading and sharing comments and ratings on retail products that benefits brand owners and retailers from tracking consumer opinions and brand recognition at low cost.
Posted Content

Modeling Creativity: Case Studies in Python.

TL;DR: Modeling Creativity examines creativity in a number of different perspectives: from its origins in nature, to humans and machines, and from generating creative ideas to evaluating and learning their novelty and usefulness.
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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