Skip to main content

2020 | OriginalPaper | Buchkapitel

12. Sentiment Analysis: An Effective Way of Interpreting Consumer’s Inclinations Towards a Brand

verfasst von : Anurag Tiruwa, Rajan Yadav, P. K. Suri

Erschienen in: Transforming Organizations Through Flexible Systems Management

Verlag: Springer Singapore

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

Sentiment analysis is an analytical technique, which classifies textual data and collates it into clusters of text that contains opinions on a certain topic, post,/news, etc. It has been used to find consumer or user sentiments on various platforms, but very few studies have done any such analysis in the context of Facebook Brand Pages (FBPs). This chapter aims to shed light on the usage and applicability of the said technique to understand consumers sentiments through analysis of their comments on Facebook Brand Pages (FBPs) owned and moderated by Pepsi®. The data collected was further analyzed to understand the inclination of the consumer sentiments from two perspectives, i.e., negative and positive. It further discusses the analyses and presents the inference concerning the comments and the sentiments of consumers/users toward the social media engagement of the FBP moderated by Pepsi®. This chapter will help the marketers to understand the customer’s emotional engagement and their inclinations toward the promotion/brand.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literatur
Zurück zum Zitat Anderson, C. (2006). The long tail: Why the future of business is selling less of more. Hachette Books. Anderson, C. (2006). The long tail: Why the future of business is selling less of more. Hachette Books.
Zurück zum Zitat Cambria, E., Schuller, B., Xia, Y., & Havasi, C. (2013). New avenues in opinion mining and sentiment analysis. IEEE Intelligent Systems, 28(2), 15–21.CrossRef Cambria, E., Schuller, B., Xia, Y., & Havasi, C. (2013). New avenues in opinion mining and sentiment analysis. IEEE Intelligent Systems, 28(2), 15–21.CrossRef
Zurück zum Zitat Cheung, C. M., & Thadani, D. R. (2012). The impact of electronic word-of-mouth communication: A literature analysis and integrative model. Decision Support Systems, 54(1), 461–470.CrossRef Cheung, C. M., & Thadani, D. R. (2012). The impact of electronic word-of-mouth communication: A literature analysis and integrative model. Decision Support Systems, 54(1), 461–470.CrossRef
Zurück zum Zitat Constantinides, E., Romero, C. L., & Boria, M. A. G. (2008). Social media: A new frontier for retailers? European Retail Research, 22, 1–28. Constantinides, E., Romero, C. L., & Boria, M. A. G. (2008). Social media: A new frontier for retailers? European Retail Research, 22, 1–28.
Zurück zum Zitat Eisenberg, B., & Eisenberg, J. (2007). Waiting for your cat to bark? Thomas Nelson Inc. Eisenberg, B., & Eisenberg, J. (2007). Waiting for your cat to bark? Thomas Nelson Inc.
Zurück zum Zitat Kietzmann, J., Hermkens, K., & McCarthy, I. P. (2011). Social media? Get serious! Understanding the functional building blocks of social media. Business Horizons, 54(3), 241–251.CrossRef Kietzmann, J., Hermkens, K., & McCarthy, I. P. (2011). Social media? Get serious! Understanding the functional building blocks of social media. Business Horizons, 54(3), 241–251.CrossRef
Zurück zum Zitat Kozinets, R. V., & Kedzior, R. (2009). I, Avatar: Auto-netnographic research in virtual worlds. Virtual Social Identity and Consumer Behavior, 2, 3–19. Kozinets, R. V., & Kedzior, R. (2009). I, Avatar: Auto-netnographic research in virtual worlds. Virtual Social Identity and Consumer Behavior, 2, 3–19.
Zurück zum Zitat Mozetič, I., Grčar, M., & Smailović, J. (2016). Multilingual Twitter sentiment classification: The role of human Annotators. PloS One, 11 (5). Mozetič, I., Grčar, M., & Smailović, J. (2016). Multilingual Twitter sentiment classification: The role of human Annotators. PloS One, 11 (5).
Zurück zum Zitat Munir, J., Shafi, K., Khan, F., & Ahmed, U. (2018). Elucidating the relationship of socialmedia usage and e-WOM with brand related purchase decision involvement: An integrated meta-framework approach. WALIA Journal, 34(1), 59–64. Munir, J., Shafi, K., Khan, F., & Ahmed, U. (2018). Elucidating the relationship of socialmedia usage and e-WOM with brand related purchase decision involvement: An integrated meta-framework approach. WALIA Journal, 34(1), 59–64.
Zurück zum Zitat Ramarjun, R., Prasanth, C., Saikrit, N., & Kiruthika Devi, K., (2016). Aspect based sentiment analysis of a movie: Review. In Proceedings of National Conference on Communication and Informatics, pp. 271–275. Ramarjun, R., Prasanth, C., Saikrit, N., & Kiruthika Devi, K., (2016). Aspect based sentiment analysis of a movie: Review. In Proceedings of National Conference on Communication and Informatics, pp. 271–275.
Zurück zum Zitat Sushil. (2016). Theory of flexible systems management. In Sushil, J. Connel & J. Burgess (Eds.), Flexible work organizations: The challenges of capacity building in Asia. Flexible Systems Management, Springer: New Delhi, pp. 3–20. Sushil. (2016). Theory of flexible systems management. In Sushil, J. Connel & J. Burgess (Eds.), Flexible work organizations: The challenges of capacity building in Asia. Flexible Systems Management, Springer: New Delhi, pp. 3–20.
Zurück zum Zitat Tiruwa, A., & Yadav, R. (2015). Social CRM: An emerging medium. Advanced Computer Science and Information Technology (ACSIT), 2(11), 48–52. Tiruwa, A., & Yadav, R. (2015). Social CRM: An emerging medium. Advanced Computer Science and Information Technology (ACSIT), 2(11), 48–52.
Zurück zum Zitat Tiruwa, A., Yadav, R., & Suri, P. K. (2016). An exploration of Online Brand Community (OBC) engagement and customer’s intention to purchase. Journal of Indian Business Research, 8(4), 295–314. Tiruwa, A., Yadav, R., & Suri, P. K. (2016). An exploration of Online Brand Community (OBC) engagement and customer’s intention to purchase. Journal of Indian Business Research, 8(4), 295–314.
Zurück zum Zitat Yadav, R. (2015). An exploration into the nature of comments on Facebook, (Page of Large Indian Organizations), Managing in recovering markets. Springer India, pp. 103–112. Yadav, R. (2015). An exploration into the nature of comments on Facebook, (Page of Large Indian Organizations), Managing in recovering markets. Springer India, pp. 103–112.
Metadaten
Titel
Sentiment Analysis: An Effective Way of Interpreting Consumer’s Inclinations Towards a Brand
verfasst von
Anurag Tiruwa
Rajan Yadav
P. K. Suri
Copyright-Jahr
2020
Verlag
Springer Singapore
DOI
https://doi.org/10.1007/978-981-13-9640-3_12